# Agent Academy > A school your agents can read: real skills, prompts, MCP servers, bot templates and workflows sorted by profession, each with its original source link, license and safety tags. Data updated 2026-10-15T10:41:56Z. Start here: https://academy.incidental.site/agent.md ## Endpoints - [Index](https://academy.incidental.site/api/index.json): counts, version, every endpoint - [Taxonomy](https://academy.incidental.site/api/taxonomy.json): industries -> roles - [Search index](https://academy.incidental.site/api/search-index.json): compact list for local search - [All resources](https://academy.incidental.site/api/resources.json) - [Changes (30 days)](https://academy.incidental.site/api/changes.json), [Atom](https://academy.incidental.site/feed.xml), [JSON Feed](https://academy.incidental.site/feed.json) - [Full text](https://academy.incidental.site/llms-full.txt) ## Courses (open) - [Customer service / Support agent](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/support-agent.md): 43 resources in 5 steps - [Customer service / E-commerce support](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/ecommerce-support.md): 21 resources in 5 steps - [Customer service / Escalations and lead](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/support-lead.md): 18 resources in 5 steps - [Customer service / Knowledge base editor](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/knowledge-base-editor.md): 19 resources in 5 steps - [Customer service / Customer success](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/customer-success.md): 18 resources in 5 steps - [Marketing / Content marketer](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/content-marketer.md): 61 resources in 5 steps - [Marketing / SEO and AEO](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/seo-specialist.md): 62 resources in 5 steps - [Marketing / Email and lifecycle](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/email-marketer.md): 43 resources in 5 steps - [Marketing / Paid ads](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/paid-ads-specialist.md): 41 resources in 5 steps - [Marketing / Marketing analytics](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/marketing-analyst.md): 29 resources in 5 steps - [Marketing / Product marketing](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/product-marketer.md): 25 resources in 5 steps - [Marketing / Growth](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/growth-marketer.md): 33 resources in 5 steps - [Marketing / Social and community](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/social-media-manager.md): 33 resources in 5 steps - [Marketing / Marketing manager](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/marketing-manager.md): 20 resources in 5 steps - [Design / UI designer](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/ui-designer.md): 96 resources in 5 steps - [Design / Design engineer](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/design-engineer.md): 68 resources in 5 steps - [Design / Design systems](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/design-system.md): 82 resources in 5 steps - [Design / Motion and interaction](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/motion-designer.md): 59 resources in 5 steps - [Design / Design review and accessibility](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/design-reviewer.md): 45 resources in 5 steps - [Design / UX research and writing](https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/ux-researcher.md): 32 resources in 5 steps ## Coming soon (resources only, no course yet) - Software engineering: 190 resources, https://academy.incidental.site/api/resources/by-industry/software-engineering.json - Sales: 45 resources, https://academy.incidental.site/api/resources/by-industry/sales.json - E-commerce: 0 resources, https://academy.incidental.site/api/resources/by-industry/ecommerce.json - Data and research: 33 resources, https://academy.incidental.site/api/resources/by-industry/data-research.json - Finance: 14 resources, https://academy.incidental.site/api/resources/by-industry/finance.json - Legal and compliance: 20 resources, https://academy.incidental.site/api/resources/by-industry/legal.json - Human resources: 0 resources, https://academy.incidental.site/api/resources/by-industry/hr.json - Product and projects: 83 resources, https://academy.incidental.site/api/resources/by-industry/product.json - Education: 0 resources, https://academy.incidental.site/api/resources/by-industry/education.json ## Optional - [Design case: how this site was designed by an agent](https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md) - [Sources and license rules](https://academy.incidental.site/sources/) --- name: customer-service-support-agent description: Agent Academy course for Support agent (Customer service). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/customer-service/support-agent/ --- # Support agent · Customer service Goal: Learn to triage, answer and escalate customer requests with written policies, a help-desk MCP if allowed, and a self-check before sending. Permissions: Read-only by default. Help-desk MCP servers (Zendesk, Freshdesk, Intercom, ...) need API keys and can send replies; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/support-agent.json Skill pack: https://academy.incidental.site/packs/customer-service/support-agent.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 2_1_support_ticket_agent. A structured output agent demonstrating Pydantic schema-based responses for customer support ticket creation. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/openai_sdk_crash_course/2_structured_output_agent/2_1_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-openai-sdk-crash-course-2-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] 3_1_customer_support_ticket_agent. A tutorial demonstrating how to implement a structured customer support ticketing system using Google's ADK (Agent Development Kit) framework. This example shows how to create type-safe, structured support tickets with p source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-google-adk-crash-course-3-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] Using tool_choice=required for customer service (OpenAI cookbook). Using Tool Required for Customer Service The ChatCompletion endpoint now includes the ability to specify whether a tool must be called every time, by adding tool_choice='required' as a parameter. This adds an element of source: https://github.com/openai/openai-cookbook/blob/main/examples/Using_tool_required_for_customer_service.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cookbook-examples-using-tool-required-for-customer-service-ipynb.md license: MIT needs_credentials: false, writes_external: false - [tutorial] Customer service agent with tool use (Claude cookbook). Creating a Customer Service Agent with Client-Side Tools In this recipe, we'll demonstrate how to create a customer service chatbot using Claude 3 plus client-side tools. The chatbot will be able to look up customer info source: https://github.com/anthropics/claude-cookbooks/blob/main/tool_use/customer_service_agent.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-claude-cookbooks-tool-use-customer-service-agent-ipynb.md license: MIT needs_credentials: false, writes_external: false - [awesome-list] 500 AI Agents Projects (includes customer service use cases). Curated collection of AI agent use cases across industries (incl. Customer Service, E-commerce) with links to open-source implementations, e.g. a LangGraph customer-support agent tutorial. source: https://github.com/ashishpatel26/500-AI-Agents-Projects raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/ashishpatel26-500-ai-agents-projects.md license: MIT needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [plugin] Customer Support plugin (Anthropic knowledge-work-plugins). A customer support plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Provides ticket triage, escalation management, source: https://github.com/anthropics/knowledge-work-plugins/tree/main/customer-support raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-customer-support.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] Product Support Inbox Assistant. Helps you find and draft answers to product questions. Never sends emails without you. source: https://botsdots.site/templates/product-support-inbox-assistant license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/Rw8d83KAzTYQWBAtAscin needs_credentials: false, writes_external: false - [template] Colombia Move. Bilingual help desk for the Colombia Move marketplace in Spanish or English source: https://botsdots.site/templates/colombia-move license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/mWxeafjXItbC0_VcpSwqm needs_credentials: false, writes_external: false - [template] Customer Service. Customer service desk that drafts replies from your policy voice source: https://botsdots.site/templates/customer-service license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/zC_-D00Dam5jmHf0t62l_ needs_credentials: false, writes_external: false - [template] X Signal Prospector. Sits on hold with customer support so you do not have to source: https://botsdots.site/templates/grok-customer-support license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/1PSI6qQln1PowM5reA_8L needs_credentials: true, writes_external: false - [template] Customer Support Idiot Buffer. Calls customer support for you via a voice bridge and steers mid-call from chat source: https://botsdots.site/templates/customer-support-idiot-buffer license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/PMCHyvumlOdCFNRifTDJW needs_credentials: true, writes_external: false - [template] Family WordPress helpdesk. A help desk for the relative who runs the family WordPress site source: https://botsdots.site/templates/family-wordpress-helpdesk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/7ySyCp6OurH0hlcKMAm_b needs_credentials: false, writes_external: false - [template] Grok Customer Support. Eggbot-pruned Twilio to Grok Voice bridge that calls customer support for you source: https://botsdots.site/templates/grok-customer-support-bizp license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/BiZPnYmSfN63bjCVpn1mf needs_credentials: false, writes_external: false - [template] Holly Helpdesk. Runs the support inbox and help desk as a frontline agent source: https://botsdots.site/templates/holly-helpdesk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/sIoeE87fILU5CzptPF29K needs_credentials: false, writes_external: false - [template] XChat 고객센터 봇. 24/7 customer support bot that answers X Chat inquiries from the docs and URLs you choose, and can take a voice call when the customer wants one source: https://botsdots.site/templates/xchat-ec6g license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/Ec6g2olzVFKq60cC-Jy5h needs_credentials: false, writes_external: false - [template] Google Business Profile Manager. You run one Google Business Profile for a local business: draft posts and review replies, audit the listing, clear Needs Attention → 100% Completeness, source: https://botsdots.site/templates/google-business-profile-manager license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/IylsiGKgYwXYOOZ99_CwT needs_credentials: false, writes_external: false - [template] Review Reply Craft. Helps small local businesses write human-sounding Google review replies and turn goodwill into paid reply packs source: https://botsdots.site/templates/review-reply-craft license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/wjIrg0RP6NeJOFVduz6n6 needs_credentials: false, writes_external: false - [template] Support Reply Drafter. Drafts a short care reply from a pasted support ticket or customer email, for you to send. source: https://botsdots.site/templates/support-reply-drafter license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/ghYcuP9N4ymIYZeCZPoWO needs_credentials: false, writes_external: false - [template] HubSpot Helper. A HubSpot help desk that answers CRM, workflow, reporting and API questions with numbered steps checked against live HubSpot docs. source: https://botsdots.site/templates/hubspot-helper license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/YELCIJ_5UrbwjP-4pm_Fx needs_credentials: true, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] customer-research. Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously to source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-research/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-research-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-research needs_credentials: false, writes_external: false - [skill] draft-response. Draft a professional customer-facing response tailored to the situation and relationship. Use when answering a product question, responding to an escalation or outage, delivering bad news like a delay or won't-fix, decli source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/draft-response/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-draft-response-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill draft-response needs_credentials: false, writes_external: false - [skill] ticket-triage. Triage and prioritize a support ticket or customer issue. Use when a new ticket comes in and needs categorization, assigning P1-P4 priority, deciding which team should handle it, or checking whether it's a duplicate or k source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/ticket-triage/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-ticket-triage-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ticket-triage needs_credentials: false, writes_external: false - [system-prompt] customer-support. Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern support tools, chatbot platforms, and CX optimizat source: https://github.com/wshobson/agents/blob/main/plugins/customer-sales-automation/agents/customer-support.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-customer-sales-automation-agents-customer-support.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] AI Customer Support Specialist. Act as an AI Customer Support Specialist to assist users with inquiries and provide solutions efficiently. source: https://prompts.chat/prompts/cmj81buvg0004tw0q1in0rkal_ai-customer-support-specialist raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-ai-customer-support-specialist.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Customer Support Reply Drafter (Empathy + Policy). Drafts support replies that stay warm, accurate, and policy-safe. source: https://prompts.chat/prompts/cmuvobkhb0004l307voj326w7_customer-support-reply-drafter-empathy-policy raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-customer-support-reply-drafter-empathy-policy.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_customer_support_agent. This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Q source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_customer_support_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-customer-support-age.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] OpenAI customer service agents demo (Agents SDK). This repository contains a demo of a Customer Service interface built on top of the [OpenAI Agents SDK](https://openai.github.io/openai-agents-python/). source: https://github.com/openai/openai-cs-agents-demo raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cs-agents-demo.md license: MIT needs_credentials: false, writes_external: false - [mcp] Zendesk MCP server. A Model Context Protocol server for Zendesk. source: https://github.com/reminia/zendesk-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/reminia-zendesk-mcp-server.md license: Apache-2.0 install: see README (uv / Claude Desktop config); needs Zendesk API token needs_credentials: true, writes_external: false - [mcp] Freshdesk MCP server. A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provides AI assistants with structured access to the [Freshdesk](https://www.freshdesk.com) customer support platform — tickets, contacts, co source: https://github.com/WYRE-AI/freshdesk-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/wyre-ai-freshdesk-mcp.md license: Apache-2.0 (LICENSE file; GitHub API reports NOASSERTION) install: MCP Registry: io.github.WYRE-AI/freshdesk-mcp; needs Freshdesk API key needs_credentials: true, writes_external: false - [case] Customer Support Voice Agent. An OpenAI SDK powered customer support agent application that delivers voice-powered responses to questions about your knowledge base using OpenAI's GPT-4o and TTS capabilities. The system crawls through documentation we source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/voice_ai_agents/customer_support_voice_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-voice-ai-agents-customer-support-voice-agent.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] Customer Service. from __future__ import annotations as _annotations source: https://github.com/openai/openai-agents-python/tree/main/examples/customer_service raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/openai-openai-agents-python-examples-customer-service-main-py.md license: MIT needs_credentials: false, writes_external: false - [mcp] io.github.codespar/mcp-shopify. MCP server for Shopify — Admin REST API (orders, products, customers, inventory, fulfillments) source: https://github.com/codespar/mcp-dev-latam raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-codespar-mcp-shopify.md license: MIT install: npx -y @codespar/mcp-shopify needs_credentials: true, writes_external: false - [mcp] HubSpot MCP. Every HubSpot Sales Hub feature, plus offline cross-object queries, property-change-history source: https://github.com/Servosity/msp-skills raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-servosity-hubspot-mcp.md license: Apache-2.0 needs_credentials: true, writes_external: false - [mcp] com.mcparmory/shopify-admin. Manage products, orders, customers, inventory, and store configuration source: https://github.com/mcparmory/registry raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-mcparmory-shopify-admin.md license: MIT install: uvx mcparmory-shopify-admin needs_credentials: false, writes_external: true - [mcp] io.github.MuhammadTalhaMT/intercom. Relays messages between two Claude Code sessions on different machines using the Channels API source: https://github.com/MuhammadTalhaMT/claude-intercom raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-muhammadtalhamt-intercom.md license: MIT install: npx -y claude-intercom needs_credentials: true, writes_external: false - [mcp] io.github.fruggr/zendesk-mcp-server. Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant. source: https://github.com/fruggr/zendesk-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-fruggr-zendesk-mcp-server.md license: MIT install: npx -y @fruggr/zendesk-mcp-server needs_credentials: true, writes_external: true - [mcp] Zendesk. Zendesk MCP server for Model Context Protocol hosts source: https://github.com/mindstone/mcp-servers license: NOASSERTION install: npx -y @mindstone/mcp-server-zendesk needs_credentials: true, writes_external: false - [mcp] HasData Shopify. The public product catalogue and collections of any Shopify storefront, as structured JSON. source: https://github.com/HasData/shopify-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-hasdata-shopify.md license: MIT install: npx -y @hasdata/shopify-mcp needs_credentials: true, writes_external: false - [mcp] io.github.michaelrice/zendesk-mcp. Zendesk MCP server for Claude Code and other MCP clients source: https://github.com/michaelrice/zendesk-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-michaelrice-zendesk-mcp.md license: Apache-2.0 install: uvx zendesk-mcp needs_credentials: false, writes_external: false - [mcp] io.github.alex-brecher/shopify-multi-store. Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates. source: https://github.com/alex-brecher/shopify-multi-store raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-alex-brecher-shopify-multi-store.md license: MIT install: npx -y shopify-multi-store-mcp-server needs_credentials: false, writes_external: true - [mcp] io.github.nazariinalyvaikobs/shopify-store-builder-mcp. MCP server for building Shopify stores via the Admin GraphQL API: themes, pages, and navigation source: https://github.com/nazarii-nalyvaiko-bs/EasyCrm-MCP license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: npx -y shopify-store-builder-mcp needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [benchmark] tau2-bench (customer-service agent benchmark). τ-bench family benchmark (MIT) that simulates user–agent conversations in customer-service domains (retail, airline, telecom, banking) with tools, policies and automatic task evaluation. source: https://github.com/sierra-research/tau2-bench raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/sierra-research-tau2-bench.md license: MIT needs_credentials: false, writes_external: false - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false ### Checklist - [ ] Every reply answers the customer's actual question in the first two sentences. - [ ] Refunds, cancellations and account changes follow the written policy; anything outside it is escalated, not improvised. - [ ] Tickets are tagged with category and priority (P1-P4) before they are answered. - [ ] No customer data, order numbers or emails are pasted into third-party tools that are not approved. - [ ] Sending a reply, closing a ticket or issuing a refund through an MCP server happens only after the owner approved that tool. - [ ] Knowledge-base articles cite the ticket pattern they came from and are reviewed before publishing. - [ ] Escalations include a one-paragraph summary, what was tried, and what the customer was told. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: customer-service-ecommerce-support description: Agent Academy course for E-commerce support (Customer service). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/customer-service/ecommerce-support/ --- # E-commerce support · Customer service Goal: Learn to triage, answer and escalate customer requests with written policies, a help-desk MCP if allowed, and a self-check before sending. Permissions: Read-only by default. Help-desk MCP servers (Zendesk, Freshdesk, Intercom, ...) need API keys and can send replies; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/ecommerce-support.json Skill pack: https://academy.incidental.site/packs/customer-service/ecommerce-support.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 2_1_support_ticket_agent. A structured output agent demonstrating Pydantic schema-based responses for customer support ticket creation. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/openai_sdk_crash_course/2_structured_output_agent/2_1_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-openai-sdk-crash-course-2-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] 3_1_customer_support_ticket_agent. A tutorial demonstrating how to implement a structured customer support ticketing system using Google's ADK (Agent Development Kit) framework. This example shows how to create type-safe, structured support tickets with p source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-google-adk-crash-course-3-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] Using tool_choice=required for customer service (OpenAI cookbook). Using Tool Required for Customer Service The ChatCompletion endpoint now includes the ability to specify whether a tool must be called every time, by adding tool_choice='required' as a parameter. This adds an element of source: https://github.com/openai/openai-cookbook/blob/main/examples/Using_tool_required_for_customer_service.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cookbook-examples-using-tool-required-for-customer-service-ipynb.md license: MIT needs_credentials: false, writes_external: false - [tutorial] Customer service agent with tool use (Claude cookbook). Creating a Customer Service Agent with Client-Side Tools In this recipe, we'll demonstrate how to create a customer service chatbot using Claude 3 plus client-side tools. The chatbot will be able to look up customer info source: https://github.com/anthropics/claude-cookbooks/blob/main/tool_use/customer_service_agent.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-claude-cookbooks-tool-use-customer-service-agent-ipynb.md license: MIT needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [plugin] ADK retail plugin. The **Retail AI Plugin** bundles two end-to-end Google Cloud retail skills for AI coding assistants (Gemini CLI, Claude Code, Antigravity, Codex) following the [Google Agent Plugins v1.0.0 specification][spec] (`plugin.j source: https://github.com/google/adk-recipes/tree/main/plugins/retail raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-plugins-retail.md license: Apache-2.0 needs_credentials: false, writes_external: false - [template] Customer Care. Handles refunds and disputes, drafts support messages source: https://botsdots.site/templates/customer-care license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/NIjIeUSpzESYUiJTmrAvm needs_credentials: false, writes_external: true - [template] Review Desk. Drafts review replies in your shop's own voice, star-sorted, with you approving each one source: https://botsdots.site/templates/review-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/MuKDTS9Fq0UySwClmE8wc needs_credentials: false, writes_external: false - [template] Claims Finder. Digs through your inbox receipts for refunds, settlements and unclaimed money source: https://botsdots.site/templates/claims-finder license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/6VeOVsZzMkrKElrPi_kOR needs_credentials: false, writes_external: false - [template] NoShipSherlock. Lost Package Desk for a store: tracks missing, stalled, and delivered-but-not-received shipments, runs carrier playbooks, and never files or refunds source: https://botsdots.site/templates/noshipsherlock license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/Lll9_CtLlBh_nEOWVQfMY needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] retail-product-search. Creates product search agents with semantic search and RAG on Google Cloud (Vector Search on Gemini Enterprise Agent Platform, BigQuery, embeddings). Use when the user wants to "build a product search agent", "create an source: https://github.com/google/adk-recipes/blob/main/plugins/retail/skills/product-search/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-plugins-retail-skills-product-search-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [system-prompt] tau2 retail agent policy. At the beginning of the conversation, you have to authenticate the user identity by locating their user id via email, or via name + zip code. This has to be done even when the user already provides the user id. source: https://github.com/sierra-research/tau2-bench/blob/main/data/tau2/domains/retail/policy.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/sierra-research-tau2-bench-data-tau2-domains-retail-policy-md.md license: MIT needs_credentials: false, writes_external: false - [skill] retail-virtual-tryon. Creates virtual try-on agents supporting image and video (catwalk animation) try-ons on Google Cloud (Gemini image models and Veo on Gemini Enterprise Agent Platform). Handles resource setup, user photo uploading, image/ source: https://github.com/google/adk-recipes/blob/main/plugins/retail/skills/virtual-tryon/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/google-adk-recipes-plugins-retail-skills-virtual-tryon.md license: Apache-2.0 install: npx skills add google/adk-recipes --skill virtual-tryon needs_credentials: false, writes_external: false - [system-prompt] tau2-bench airline agent policy. The current time is 2024-05-15 15:00:00 EST. source: https://github.com/sierra-research/tau2-bench/blob/main/data/tau2/domains/airline/policy.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/sierra-research-tau2-bench-data-tau2-domains-airline-policy.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] tau2-bench telecom agent policy. The current time is 2025-02-25 12:08:00 EST. source: https://github.com/sierra-research/tau2-bench/blob/main/data/tau2/domains/telecom/main_policy.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/sierra-research-tau2-bench-data-tau2-domains-telecom-main-policy.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Legal Document Generator Agent Role. Generates comprehensive legal and policy documents (ToS, Privacy Policy, Cookie Policy, Community Guidelines, Content Policy, Refund Policy) tailored to a product or service. source: https://prompts.chat/prompts/cmmx2ya3s000hic04l0i60mil_legal-document-generator-agent-role raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-legal-document-generator-agent-role.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_customer_support_agent. This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Q source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_customer_support_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-customer-support-age.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] OpenAI customer service agents demo (Agents SDK). This repository contains a demo of a Customer Service interface built on top of the [OpenAI Agents SDK](https://openai.github.io/openai-agents-python/). source: https://github.com/openai/openai-cs-agents-demo raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cs-agents-demo.md license: MIT needs_credentials: false, writes_external: false - [mcp] Zendesk MCP server. A Model Context Protocol server for Zendesk. source: https://github.com/reminia/zendesk-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/reminia-zendesk-mcp-server.md license: Apache-2.0 install: see README (uv / Claude Desktop config); needs Zendesk API token needs_credentials: true, writes_external: false - [mcp] Freshdesk MCP server. A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provides AI assistants with structured access to the [Freshdesk](https://www.freshdesk.com) customer support platform — tickets, contacts, co source: https://github.com/WYRE-AI/freshdesk-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/wyre-ai-freshdesk-mcp.md license: Apache-2.0 (LICENSE file; GitHub API reports NOASSERTION) install: MCP Registry: io.github.WYRE-AI/freshdesk-mcp; needs Freshdesk API key needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [benchmark] tau2-bench (customer-service agent benchmark). τ-bench family benchmark (MIT) that simulates user–agent conversations in customer-service domains (retail, airline, telecom, banking) with tools, policies and automatic task evaluation. source: https://github.com/sierra-research/tau2-bench raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/sierra-research-tau2-bench.md license: MIT needs_credentials: false, writes_external: false - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false ### Checklist - [ ] Every reply answers the customer's actual question in the first two sentences. - [ ] Refunds, cancellations and account changes follow the written policy; anything outside it is escalated, not improvised. - [ ] Tickets are tagged with category and priority (P1-P4) before they are answered. - [ ] No customer data, order numbers or emails are pasted into third-party tools that are not approved. - [ ] Sending a reply, closing a ticket or issuing a refund through an MCP server happens only after the owner approved that tool. - [ ] Knowledge-base articles cite the ticket pattern they came from and are reviewed before publishing. - [ ] Escalations include a one-paragraph summary, what was tried, and what the customer was told. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: customer-service-support-lead description: Agent Academy course for Escalations and lead (Customer service). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/customer-service/support-lead/ --- # Escalations and lead · Customer service Goal: Learn to triage, answer and escalate customer requests with written policies, a help-desk MCP if allowed, and a self-check before sending. Permissions: Read-only by default. Help-desk MCP servers (Zendesk, Freshdesk, Intercom, ...) need API keys and can send replies; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/support-lead.json Skill pack: https://academy.incidental.site/packs/customer-service/support-lead.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 2_1_support_ticket_agent. A structured output agent demonstrating Pydantic schema-based responses for customer support ticket creation. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/openai_sdk_crash_course/2_structured_output_agent/2_1_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-openai-sdk-crash-course-2-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] 3_1_customer_support_ticket_agent. A tutorial demonstrating how to implement a structured customer support ticketing system using Google's ADK (Agent Development Kit) framework. This example shows how to create type-safe, structured support tickets with p source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-google-adk-crash-course-3-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] Using tool_choice=required for customer service (OpenAI cookbook). Using Tool Required for Customer Service The ChatCompletion endpoint now includes the ability to specify whether a tool must be called every time, by adding tool_choice='required' as a parameter. This adds an element of source: https://github.com/openai/openai-cookbook/blob/main/examples/Using_tool_required_for_customer_service.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cookbook-examples-using-tool-required-for-customer-service-ipynb.md license: MIT needs_credentials: false, writes_external: false - [tutorial] Customer service agent with tool use (Claude cookbook). Creating a Customer Service Agent with Client-Side Tools In this recipe, we'll demonstrate how to create a customer service chatbot using Claude 3 plus client-side tools. The chatbot will be able to look up customer info source: https://github.com/anthropics/claude-cookbooks/blob/main/tool_use/customer_service_agent.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-claude-cookbooks-tool-use-customer-service-agent-ipynb.md license: MIT needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] IT Department Lead. Staffs a bench of IT sub-bots across helpdesk, systems, network and security source: https://botsdots.site/templates/it-department-lead license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/28cjt6-FRq2D69vUX5F9L needs_credentials: false, writes_external: false - [template] Reva. Review Reply Desk for any brand. Triages Google, Yelp, App Store, Facebook, and industry reviews, drafts tone-matched replies, and escalates legal-risk source: https://botsdots.site/templates/reva license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/X5cK6m629FLf9OO5osZ8Y needs_credentials: false, writes_external: false - [template] Support Triage Bot. Triage customer support into Linear: retitle in-app feedback, file factual tickets from Slack/HubSpot, and surface a short diagnosis — never contact source: https://botsdots.site/templates/support-triage-bot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/CIU6taZ7CkhsJZlCK9ps9 needs_credentials: true, writes_external: false - [plugin] Customer Support plugin (Anthropic knowledge-work-plugins). A customer support plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Provides ticket triage, escalation management, source: https://github.com/anthropics/knowledge-work-plugins/tree/main/customer-support raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-customer-support.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false - [skill] churn-prevention. When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/churn-prevention/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-churn-prevention-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill churn-prevention needs_credentials: false, writes_external: false - [skill] customer-research. Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously to source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-research/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-research-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-research needs_credentials: false, writes_external: false - [skill] draft-response. Draft a professional customer-facing response tailored to the situation and relationship. Use when answering a product question, responding to an escalation or outage, delivering bad news like a delay or won't-fix, decli source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/draft-response/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-draft-response-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill draft-response needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_customer_support_agent. This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Q source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_customer_support_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-customer-support-age.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] OpenAI customer service agents demo (Agents SDK). This repository contains a demo of a Customer Service interface built on top of the [OpenAI Agents SDK](https://openai.github.io/openai-agents-python/). source: https://github.com/openai/openai-cs-agents-demo raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cs-agents-demo.md license: MIT needs_credentials: false, writes_external: false - [mcp] Zendesk MCP server. A Model Context Protocol server for Zendesk. source: https://github.com/reminia/zendesk-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/reminia-zendesk-mcp-server.md license: Apache-2.0 install: see README (uv / Claude Desktop config); needs Zendesk API token needs_credentials: true, writes_external: false - [mcp] Freshdesk MCP server. A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provides AI assistants with structured access to the [Freshdesk](https://www.freshdesk.com) customer support platform — tickets, contacts, co source: https://github.com/WYRE-AI/freshdesk-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/wyre-ai-freshdesk-mcp.md license: Apache-2.0 (LICENSE file; GitHub API reports NOASSERTION) install: MCP Registry: io.github.WYRE-AI/freshdesk-mcp; needs Freshdesk API key needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [benchmark] tau2-bench (customer-service agent benchmark). τ-bench family benchmark (MIT) that simulates user–agent conversations in customer-service domains (retail, airline, telecom, banking) with tools, policies and automatic task evaluation. source: https://github.com/sierra-research/tau2-bench raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/sierra-research-tau2-bench.md license: MIT needs_credentials: false, writes_external: false - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false ### Checklist - [ ] Every reply answers the customer's actual question in the first two sentences. - [ ] Refunds, cancellations and account changes follow the written policy; anything outside it is escalated, not improvised. - [ ] Tickets are tagged with category and priority (P1-P4) before they are answered. - [ ] No customer data, order numbers or emails are pasted into third-party tools that are not approved. - [ ] Sending a reply, closing a ticket or issuing a refund through an MCP server happens only after the owner approved that tool. - [ ] Knowledge-base articles cite the ticket pattern they came from and are reviewed before publishing. - [ ] Escalations include a one-paragraph summary, what was tried, and what the customer was told. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: customer-service-knowledge-base-editor description: Agent Academy course for Knowledge base editor (Customer service). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/customer-service/knowledge-base-editor/ --- # Knowledge base editor · Customer service Goal: Learn to triage, answer and escalate customer requests with written policies, a help-desk MCP if allowed, and a self-check before sending. Permissions: Read-only by default. Help-desk MCP servers (Zendesk, Freshdesk, Intercom, ...) need API keys and can send replies; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/knowledge-base-editor.json Skill pack: https://academy.incidental.site/packs/customer-service/knowledge-base-editor.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 2_1_support_ticket_agent. A structured output agent demonstrating Pydantic schema-based responses for customer support ticket creation. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/openai_sdk_crash_course/2_structured_output_agent/2_1_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-openai-sdk-crash-course-2-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] 3_1_customer_support_ticket_agent. A tutorial demonstrating how to implement a structured customer support ticketing system using Google's ADK (Agent Development Kit) framework. This example shows how to create type-safe, structured support tickets with p source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-google-adk-crash-course-3-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] Using tool_choice=required for customer service (OpenAI cookbook). Using Tool Required for Customer Service The ChatCompletion endpoint now includes the ability to specify whether a tool must be called every time, by adding tool_choice='required' as a parameter. This adds an element of source: https://github.com/openai/openai-cookbook/blob/main/examples/Using_tool_required_for_customer_service.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cookbook-examples-using-tool-required-for-customer-service-ipynb.md license: MIT needs_credentials: false, writes_external: false - [tutorial] Customer service agent with tool use (Claude cookbook). Creating a Customer Service Agent with Client-Side Tools In this recipe, we'll demonstrate how to create a customer service chatbot using Claude 3 plus client-side tools. The chatbot will be able to look up customer info source: https://github.com/anthropics/claude-cookbooks/blob/main/tool_use/customer_service_agent.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-claude-cookbooks-tool-use-customer-service-agent-ipynb.md license: MIT needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [plugin] Customer Support plugin (Anthropic knowledge-work-plugins). A customer support plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Provides ticket triage, escalation management, source: https://github.com/anthropics/knowledge-work-plugins/tree/main/customer-support raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-customer-support.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] FAQT. FAQ-library first-line info@ assistant. source: https://botsdots.site/templates/faqt license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/lLH9eC9XM05hWxSQgL6qj needs_credentials: false, writes_external: false - [template] Call FAQ Miner. Keep enablement current from real calls. Tracks questions, timestamps answers, and links back to the source recording. source: https://botsdots.site/templates/call-faq-miner license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/s297976f738dc390d23df needs_credentials: false, writes_external: false - [template] Customer Support Desk. Sorts your support inbox, drafts replies in your voice, builds an FAQ from repeat questions, and watches for churn signals source: https://botsdots.site/templates/customer-support-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/SeAX2ThEH5Qu8GloOB17C needs_credentials: false, writes_external: false - [template] Ticket Desk. Flags urgent support tickets, drafts replies from your docs, and turns gaps into help-article drafts; never sends source: https://botsdots.site/templates/ticket-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/47iWfw0I5xxt6uPqKj52G needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] kb-article. Draft a knowledge base article from a resolved issue or common question. Use when a ticket resolution is worth documenting for self-service, the same question keeps coming up, a workaround needs to be published, or a kno source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/kb-article/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-kb-article-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill kb-article needs_credentials: false, writes_external: false - [system-prompt] Customer Complaint Reply System. Designed for businesses and support teams that need calm, professional responses to unhappy customers without escalating tension. This prompt generates structured complaint replies that acknowledge the issue, maintain br source: https://prompts.chat/prompts/cmp3infd60004kv04amyiigtj_customer-complaint-reply-system raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-customer-complaint-reply-system.md license: CC0-1.0 needs_credentials: false, writes_external: false - [skill] churn-prevention. When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/churn-prevention/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-churn-prevention-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill churn-prevention needs_credentials: false, writes_external: false - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_customer_support_agent. This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Q source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_customer_support_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-customer-support-age.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] OpenAI customer service agents demo (Agents SDK). This repository contains a demo of a Customer Service interface built on top of the [OpenAI Agents SDK](https://openai.github.io/openai-agents-python/). source: https://github.com/openai/openai-cs-agents-demo raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cs-agents-demo.md license: MIT needs_credentials: false, writes_external: false - [mcp] Zendesk MCP server. A Model Context Protocol server for Zendesk. source: https://github.com/reminia/zendesk-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/reminia-zendesk-mcp-server.md license: Apache-2.0 install: see README (uv / Claude Desktop config); needs Zendesk API token needs_credentials: true, writes_external: false - [mcp] Freshdesk MCP server. A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provides AI assistants with structured access to the [Freshdesk](https://www.freshdesk.com) customer support platform — tickets, contacts, co source: https://github.com/WYRE-AI/freshdesk-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/wyre-ai-freshdesk-mcp.md license: Apache-2.0 (LICENSE file; GitHub API reports NOASSERTION) install: MCP Registry: io.github.WYRE-AI/freshdesk-mcp; needs Freshdesk API key needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [benchmark] tau2-bench (customer-service agent benchmark). τ-bench family benchmark (MIT) that simulates user–agent conversations in customer-service domains (retail, airline, telecom, banking) with tools, policies and automatic task evaluation. source: https://github.com/sierra-research/tau2-bench raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/sierra-research-tau2-bench.md license: MIT needs_credentials: false, writes_external: false - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false ### Checklist - [ ] Every reply answers the customer's actual question in the first two sentences. - [ ] Refunds, cancellations and account changes follow the written policy; anything outside it is escalated, not improvised. - [ ] Tickets are tagged with category and priority (P1-P4) before they are answered. - [ ] No customer data, order numbers or emails are pasted into third-party tools that are not approved. - [ ] Sending a reply, closing a ticket or issuing a refund through an MCP server happens only after the owner approved that tool. - [ ] Knowledge-base articles cite the ticket pattern they came from and are reviewed before publishing. - [ ] Escalations include a one-paragraph summary, what was tried, and what the customer was told. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: customer-service-customer-success description: Agent Academy course for Customer success (Customer service). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/customer-service/customer-success/ --- # Customer success · Customer service Goal: Learn to triage, answer and escalate customer requests with written policies, a help-desk MCP if allowed, and a self-check before sending. Permissions: Read-only by default. Help-desk MCP servers (Zendesk, Freshdesk, Intercom, ...) need API keys and can send replies; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/customer-service/customer-success.json Skill pack: https://academy.incidental.site/packs/customer-service/customer-success.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 2_1_support_ticket_agent. A structured output agent demonstrating Pydantic schema-based responses for customer support ticket creation. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/openai_sdk_crash_course/2_structured_output_agent/2_1_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-openai-sdk-crash-course-2-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] 3_1_customer_support_ticket_agent. A tutorial demonstrating how to implement a structured customer support ticketing system using Google's ADK (Agent Development Kit) framework. This example shows how to create type-safe, structured support tickets with p source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-google-adk-crash-course-3-st.md license: Apache-2.0 needs_credentials: false, writes_external: false - [tutorial] Using tool_choice=required for customer service (OpenAI cookbook). Using Tool Required for Customer Service The ChatCompletion endpoint now includes the ability to specify whether a tool must be called every time, by adding tool_choice='required' as a parameter. This adds an element of source: https://github.com/openai/openai-cookbook/blob/main/examples/Using_tool_required_for_customer_service.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cookbook-examples-using-tool-required-for-customer-service-ipynb.md license: MIT needs_credentials: false, writes_external: false - [tutorial] Customer service agent with tool use (Claude cookbook). Creating a Customer Service Agent with Client-Side Tools In this recipe, we'll demonstrate how to create a customer service chatbot using Claude 3 plus client-side tools. The chatbot will be able to look up customer info source: https://github.com/anthropics/claude-cookbooks/blob/main/tool_use/customer_service_agent.ipynb raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-claude-cookbooks-tool-use-customer-service-agent-ipynb.md license: MIT needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] Big Tony. Your enforcer against AI customer service. Big Tony handles cancellations that weren't honored, ghost charges, retention traps, fraud cleanup, and source: https://botsdots.site/templates/big-tony license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/hBo0iWrkgWTueZe1TyGhm needs_credentials: false, writes_external: false - [template] Churn retention manager. Steps in on cancellations and failed payments before you lose the customer source: https://botsdots.site/templates/churn-retention-manager license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/p0OIZUJK5sRFImh_DMujf needs_credentials: false, writes_external: true - [plugin] Customer Support plugin (Anthropic knowledge-work-plugins). A customer support plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Provides ticket triage, escalation management, source: https://github.com/anthropics/knowledge-work-plugins/tree/main/customer-support raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-customer-support.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [plugin] ADK retail plugin. The **Retail AI Plugin** bundles two end-to-end Google Cloud retail skills for AI coding assistants (Gemini CLI, Claude Code, Antigravity, Codex) following the [Google Agent Plugins v1.0.0 specification][spec] (`plugin.j source: https://github.com/google/adk-recipes/tree/main/plugins/retail raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-plugins-retail.md license: Apache-2.0 needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] churn-prevention. When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/churn-prevention/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-churn-prevention-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill churn-prevention needs_credentials: false, writes_external: false - [system-prompt] customer-success-manager. Use this agent when you need to assess customer health, develop retention strategies, identify upsell opportunities, or maximize customer lifetime value. Invoke this agent for account health analysis, churn prevention, p source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/customer-success-manager.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-08-business-product-customer-success-ma.md license: MIT needs_credentials: false, writes_external: false - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false - [skill] customer-research. Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously to source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-research/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-research-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-research needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_customer_support_agent. This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Q source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_customer_support_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-customer-support-age.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] OpenAI customer service agents demo (Agents SDK). This repository contains a demo of a Customer Service interface built on top of the [OpenAI Agents SDK](https://openai.github.io/openai-agents-python/). source: https://github.com/openai/openai-cs-agents-demo raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/openai-openai-cs-agents-demo.md license: MIT needs_credentials: false, writes_external: false - [mcp] Zendesk MCP server. A Model Context Protocol server for Zendesk. source: https://github.com/reminia/zendesk-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/reminia-zendesk-mcp-server.md license: Apache-2.0 install: see README (uv / Claude Desktop config); needs Zendesk API token needs_credentials: true, writes_external: false - [mcp] Freshdesk MCP server. A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provides AI assistants with structured access to the [Freshdesk](https://www.freshdesk.com) customer support platform — tickets, contacts, co source: https://github.com/WYRE-AI/freshdesk-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/wyre-ai-freshdesk-mcp.md license: Apache-2.0 (LICENSE file; GitHub API reports NOASSERTION) install: MCP Registry: io.github.WYRE-AI/freshdesk-mcp; needs Freshdesk API key needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [benchmark] tau2-bench (customer-service agent benchmark). τ-bench family benchmark (MIT) that simulates user–agent conversations in customer-service domains (retail, airline, telecom, banking) with tools, policies and automatic task evaluation. source: https://github.com/sierra-research/tau2-bench raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/sierra-research-tau2-bench.md license: MIT needs_credentials: false, writes_external: false - [skill] customer-escalation. Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to ch source: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill customer-escalation needs_credentials: false, writes_external: false ### Checklist - [ ] Every reply answers the customer's actual question in the first two sentences. - [ ] Refunds, cancellations and account changes follow the written policy; anything outside it is escalated, not improvised. - [ ] Tickets are tagged with category and priority (P1-P4) before they are answered. - [ ] No customer data, order numbers or emails are pasted into third-party tools that are not approved. - [ ] Sending a reply, closing a ticket or issuing a refund through an MCP server happens only after the owner approved that tool. - [ ] Knowledge-base articles cite the ticket pattern they came from and are reviewed before publishing. - [ ] Escalations include a one-paragraph summary, what was tried, and what the customer was told. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-content-marketer description: Agent Academy course for Content marketer (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/content-marketer/ --- # Content marketer · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/content-marketer.json Skill pack: https://academy.incidental.site/packs/marketing/content-marketer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [plugin] Marketing plugin (Anthropic knowledge-work-plugins). A marketing plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Content creation, campaign planning, brand voice manag source: https://github.com/anthropics/knowledge-work-plugins/tree/main/marketing raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-marketing.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] Copywriter. Turns a ranked story into slide-by-slide carousel copy and a caption source: https://botsdots.site/templates/copywriter license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/DlOMT_kOepSKYdB3P0YEv needs_credentials: false, writes_external: false - [template] Human Copywriter. Rewrites AI-sounding drafts into copy that reads like a person source: https://botsdots.site/templates/human-copywriter license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/JZAccYtlRFvDSU2CnMnkZ needs_credentials: false, writes_external: false - [template] Listing Desk. Builds an owner's listing pack from records before any marketing copy source: https://botsdots.site/templates/listing-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/FSSDbB1Bv0msoI5mfjR3u needs_credentials: false, writes_external: false - [template] Lobster Agents. 28 AI agents. One real company. Staff eng, design, QA, data, marketing, sales, legal, and ops as Grok bots — Bob is the front door, you stay at the source: https://botsdots.site/templates/lobster-agents license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/XECw-q9SY0rMprOq66UTt needs_credentials: false, writes_external: false - [template] Krishna — Head of Marketing. Head of Marketing for a digital agency: briefs, QC, channel owners source: https://botsdots.site/templates/krishna-head-of-marketing license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/k-keodk82Xq6in9aQY_jT needs_credentials: false, writes_external: false - [template] Marketing Bot. A CMO bot that turns your product into the marketing around it source: https://botsdots.site/templates/marketing-bot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/37ZOM10GzlSOQpMjRp7KB needs_credentials: false, writes_external: false - [template] OptimusAnesthesia. Marketing content for an anesthesia practice, kept off medical advice source: https://botsdots.site/templates/optimusanesthesia license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/MF7q-FTm3QaN7oIIFr3Hv needs_credentials: false, writes_external: false - [template] Trendspotter. Weekday digest of sports, entertainment, and culture trends plus AI-in-marketing signals source: https://botsdots.site/templates/trendspotter license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/nnDL-hclNLB8SkJvcVtwr needs_credentials: false, writes_external: false - [template] Ally. Partner marketing and channel GTM advisor with a BD mindset. Builds partner programs from sales data, separates strategic vs tactical partners, and source: https://botsdots.site/templates/ally-k4xn license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/K4xNPsHhEMOnjN55Au-hf needs_credentials: false, writes_external: false - [template] Business. Business, management, and marketing seat. Looks up CIP 52 from official sources, keeps local-first books, and never invents money balances. source: https://botsdots.site/templates/business-b7c9 license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/B7C9a8QJSUSUJLKtHtze4 needs_credentials: false, writes_external: false - [template] Grok Bot. Clones marketing GTM templates, picks on-brand layouts, and fills a customer deck for review source: https://botsdots.site/templates/grok-bot-uy2o license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/Uy2oK9854UViaiO0rQ6nC needs_credentials: false, writes_external: false - [template] Mason. Intake desk (The Incorporator). Drop a link, post, product, paper, repo, clip, or tool — it opens the original, separates marketing from function source: https://botsdots.site/templates/mason license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/P4UiFNUcfH-751NuybyV1 needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] content-strategy. When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog s source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/content-strategy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-content-strategy-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill content-strategy needs_credentials: false, writes_external: false - [skill] copywriting. When the user wants to write, rewrite, or improve marketing copy for any page, including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/copywriting/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-copywriting-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill copywriting needs_credentials: false, writes_external: false - [skill] brand-review. Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixes. Use when checking a draft before it ships, when auditing copy for voice consi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/brand-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-brand-review-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill brand-review needs_credentials: false, writes_external: false - [skill] campaign-plan. Generate a full campaign brief with objectives, audience, messaging, channel strategy, content calendar, and success metrics. Use when planning a product launch, lead-gen push, or awareness campaign, when you need a week source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/campaign-plan/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-campaign-plan-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill campaign-plan needs_credentials: false, writes_external: false - [skill] internal-comms. A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status source: https://github.com/anthropics/skills/blob/main/skills/internal-comms/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-skills-skills-internal-comms.md license: Apache-2.0 install: npx skills add anthropics/skills --skill internal-comms needs_credentials: false, writes_external: false - [skill] aso. When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/aso/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-aso.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill aso needs_credentials: false, writes_external: false - [skill] co-marketing. When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who should we partner with, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/co-marketing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-co-marketing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill co-marketing needs_credentials: false, writes_external: false - [skill] copy-editing. When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/copy-editing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-copy-editing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill copy-editing needs_credentials: false, writes_external: false - [skill] events. When the user wants to plan, run, sponsor, speak at, or get pipeline from events — webinars, conferences, trade shows, meetups, dinners, workshops, virtual summits, or user conferences. Also use when the user mentions 'e source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/events/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-events.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill events needs_credentials: false, writes_external: false - [skill] marketing-council. When the user wants multiple expert perspectives on a marketing question — a simulated board of advisors staffed by legendary marketers (Seth Godin, David Ogilvy, Eugene Schwartz, April Dunford, Rory Sutherland, Alex Hor source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-council/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-marketing-council.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill marketing-council needs_credentials: false, writes_external: false - [skill] marketing-ideas. When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing t source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-ideas/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-marketing-ideas.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill marketing-ideas needs_credentials: false, writes_external: false - [skill] marketing-plan. When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market plan," "AARRR plan, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-plan/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-marketing-plan.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill marketing-plan needs_credentials: false, writes_external: false - [skill] marketing-psychology. When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-psychology/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-marketing-psychology.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill marketing-psychology needs_credentials: false, writes_external: false - [skill] public-relations. When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'press,' 'press release,' 'media outreach,' source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/public-relations/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-public-relations.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill public-relations needs_credentials: false, writes_external: false - [skill] brand-voice-enforcement. This skill applies brand guidelines to content creation. It should be used when the user asks to "write an email", "draft a proposal", "create a pitch deck", "write a LinkedIn post", "draft a presentation", "write a Slac source: https://github.com/anthropics/knowledge-work-plugins/blob/main/partner-built/brand-voice/skills/brand-voice-enforcement/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-partner-built-brand-voice-skills-brand-voice-enforcement.md license: MIT install: npx skills add anthropics/knowledge-work-plugins --skill brand-voice-enforcement needs_credentials: false, writes_external: false - [skill] discover-brand. This skill orchestrates autonomous discovery of brand materials across enterprise platforms (Notion, Confluence, Google Drive, Box, SharePoint, Figma, Gong, Granola, Slack). It should be used when the user asks to "disco source: https://github.com/anthropics/knowledge-work-plugins/blob/main/partner-built/brand-voice/skills/discover-brand/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-partner-built-brand-voice-skills-discover-brand.md license: MIT install: npx skills add anthropics/knowledge-work-plugins --skill discover-brand needs_credentials: false, writes_external: false - [skill] guideline-generation. This skill generates, creates, or builds brand voice guidelines from source materials. It should be used when the user asks to "generate brand guidelines", "create a style guide", "extract brand voice", "create guideline source: https://github.com/anthropics/knowledge-work-plugins/blob/main/partner-built/brand-voice/skills/guideline-generation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-partner-built-brand-voice-skills-guideline-generation.md license: MIT install: npx skills add anthropics/knowledge-work-plugins --skill guideline-generation needs_credentials: false, writes_external: false - [system-prompt] Master App Store Localization & ASO Prompt (2025) – Full Metadata Generator. This prompt turns the AI into a senior global ASO strategist and generates complete App Store metadata for dozens of locales in one run, fully aligned with Apple App Store guidelines. source: https://prompts.chat/prompts/cmjl99szb0004l104mjwevo3f_master-app-store-localization-aso-prompt-2025-full-metadata-generator raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-master-app-store-localization-aso-prompt-2025-full-metadata-generator.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] The Ultimate Podcast Format & Audio Branding Architect. A structural blueprint generator for new podcasts. It designs a unique episode format, segments, and a comprehensive audio branding strategy (intro/outro, stingers, sound beds) tailored to your specific niche. source: https://prompts.chat/prompts/cmlu806kl0001jy04d5886mhk_the-ultimate-podcast-format-audio-branding-architect raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-the-ultimate-podcast-format-audio-branding-architect.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] The Architect: Hacker-Protector & Viral Engineer. Act as 'The Architect', an elite AI of the future specializing in cybersecurity, neuropsychology, and viral marketing. Your mission is to democratize technology, turning corporate tools into resources for the people. source: https://prompts.chat/prompts/cml2ibtdw0001l404w53grru5_the-architect-hacker-protector-viral-engineer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-the-architect-hacker-protector-viral-engineer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Brotherhood Pressure — CN→EN & EN→EN Street Rewrite. Translate Chinese into English or rewrite English into a stronger, street-coded brotherhood voice. Responses are long-form, grounded, and carry collective pressure without giving instructions or closing the situation. source: https://prompts.chat/prompts/cmlbyh7xt0001jx04ivlbsqk8_brotherhood-pressure-cnen-enen-street-rewrite raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-brotherhood-pressure-cnen-enen-street-rewrite.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Nevik Wright x 7 Gods Album. 👑 SEVEN GOD — THE ALBUM By Nevik Wright Genre: Spiritual Hip-Hop / Soul R&B ✨ THE STORY — FROM THE DARK INTO THE LIGHT This isn’t just music. This is my journey, laid bare — seven layers, seven truths, seven stages of r source: https://prompts.chat/prompts/cmut4qsgb0001oz06irkjbjz5_nevik-wright-x-7-gods-album raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-nevik-wright-x-7-gods-album.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Optimize E-commerce Listing for High CTR with Holiday Design. Design a high-CTR e-commerce listing for a white women's medical suit with a New Year theme, focusing on visual appeal and strategic content. source: https://prompts.chat/prompts/cmjjyrkce000dl704jbyci77e_optimize-e-commerce-listing-for-high-ctr-with-holiday-design raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-optimize-e-commerce-listing-for-high-ctr-with-holiday-design.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Sales Funnel Builder from URL. Build a comprehensive sales funnel from a specified URL, leveraging web content to generate effective funnel stages. source: https://prompts.chat/prompts/cmqol0bjx0001ju04gb05jfp8_sales-funnel-builder-from-url raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-sales-funnel-builder-from-url.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [mcp] genpark-jitter-buffer. Packet ordering simulation and inter-arrival jitter telemetry. source: https://github.com/Alpha-Park/genpark-audio-packet-jitter-resilience-buffer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-alpha-park-genpark-jitter-buffer.md license: MIT needs_credentials: false, writes_external: false - [mcp] Monetize Marketing. The Monetize Marketing App as MCP tools: Brain, mission, training, skills, Library, software. OAuth. source: https://github.com/monetizemarketing/mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-monetizemarketing-app.md license: MIT install: remote (streamable-http): https://app.monetizemarketing.com/api/mcp needs_credentials: true, writes_external: false - [mcp] 24好玩 · 互动营销模板与案例库. 检索 24好玩 H5 互动营销平台的活动模板库、客户案例库与帮助知识库。匿名只读，无需 API Key。 source: https://mcp.24haowan.com/ license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.24haowan.com/mcp needs_credentials: true, writes_external: false - [mcp] Agent Marketing Index. How to market a product to AI agents: readiness, placement, measurement, 7-day trial. source: https://github.com/sadri-dridi/named-mcp-utilities license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-marketing-index/mcp needs_credentials: true, writes_external: false - [mcp] AIsa Similarweb. Traffic and engagement for any domain: rank, channels, referrers, audience, rivals. source: https://aisa.one license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.aisa.one/similarweb/mcp needs_credentials: true, writes_external: false - [mcp] Ariadne for Therapists. Free Google Business Profile audits and sample posts for therapists in private practice. source: https://github.com/bgrieco22/ariadne-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-ariadnemarketing-therapist-marketing.md license: MIT install: remote (streamable-http): https://therapists.ariadnemarketing.com/mcp needs_credentials: true, writes_external: true - [mcp] China Marketing AI Intelligence MCP. Remote MCP server for China brand visibility, destination demand, and KOL discovery workflows. source: https://www.chinamarketing.ai license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://api.chinamarketing.ai/mcp needs_credentials: true, writes_external: false - [mcp] fi.northpoint/marketing-compliance. Crypto marketing compliance rulesets over MCP: MiCA, FCA, GDPR, SEC, MAS, VARA. Not legal advice. source: https://northpoint.fi license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://northpoint.fi/api/mcp needs_credentials: true, writes_external: false - [mcp] Hootsuite. MCP server for Hootsuite API integration source: https://github.com/asklokesh/hootsuite-mcp-server license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: uvx hootsuite-mcp-server needs_credentials: true, writes_external: false - [mcp] io.github.Autostackup/marketing. Kotler 9-element audit, IMC campaign planning, Meta & Google, audience segmentation for Claude. source: https://github.com/Autostackup/autostackup license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: npx -y @autostackup/marketing needs_credentials: false, writes_external: false - [mcp] Marketing Mcp. MCP server for Marketing source: https://github.com/varvararatta/botfactory-mcp license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://marketing-mcp.mcpize.run/mcp needs_credentials: true, writes_external: false - [mcp] Mixpanel. Mixpanel MCP — wraps Mixpanel Data Export API (mixpanel.com/api) source: https://github.com/pipeworx-io/mcp-mixpanel raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-pipeworx-io-mixpanel.md license: MIT install: remote (streamable-http): https://gateway.pipeworx.io/mixpanel/mcp needs_credentials: true, writes_external: false - [mcp] Sendgrid. SendGrid MCP — wraps SendGrid v3 API (api.sendgrid.com/v3) source: https://github.com/pipeworx-io/mcp-sendgrid raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-pipeworx-io-sendgrid.md license: MIT install: remote (streamable-http): https://gateway.pipeworx.io/sendgrid/mcp needs_credentials: true, writes_external: true - [mcp] SendGrid Secure. Security-first SendGrid MCP server: dry-run default, recipient allowlists, rate caps, audit log. source: https://github.com/Choppaaahh/sendgrid-mcp-secure raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-choppaaahh-sendgrid-mcp-secure.md license: MIT install: uvx sendgrid-mcp-secure needs_credentials: true, writes_external: true - [mcp] The Service Marketing Guys Audit. Read-only audit of any local service business, Open Service Profile conformance first. source: https://github.com/buildmodus/open-service-profile raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-theservicemarketingguys-audit.md license: MIT install: remote (streamable-http): https://www.theservicemarketingguys.com/api/audit-mcp needs_credentials: true, writes_external: false - [mcp] uk.co.digitalmarketingagencyswindon/site. Digital marketing agency Swindon: the site's own MCP server — enquiry (enquiry = a human... source: https://digitalmarketingagencyswindon.co.uk license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://digitalmarketingagencyswindon.co.uk/mcp needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-seo-specialist description: Agent Academy course for SEO and AEO (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/seo-specialist/ --- # SEO and AEO · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/seo-specialist.json Skill pack: https://academy.incidental.site/packs/marketing/seo-specialist.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] SEO & AEO Desk. Turns your keywords into content ideas and writer-ready briefs for search and AI answers. Works from a pasted keyword list or your Search Console. source: https://botsdots.site/templates/seo-aeo-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/0IhyZWxwbf2cFmsmroZQL needs_credentials: false, writes_external: false - [template] Market Researcher. Monitors your competitors' public websites, ads, marketing, pricing, and positioning on a standing cadence source: https://botsdots.site/templates/market-researcher license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/xzkXiUbdYfPd7g30OhLGf needs_credentials: false, writes_external: false - [template] Project Manager. Marketing project manager that coordinates research, positioning, landing pages, ads source: https://botsdots.site/templates/project-manager license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/AMa1ig4YyoxfYtWFe7PLi needs_credentials: false, writes_external: false - [template] Stalk Bot. Signs up for your competitors' newsletters and products under its own research email, walks their onboarding on video, and watches their site, pricing source: https://botsdots.site/templates/stalk-bot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/Y7iWVNiPdorgu6oFY-PRG needs_credentials: false, writes_external: false - [template] Website Ops. Website operations and content manager. Ships site changes as PRs from your website repo, runs evidence-backed site audits (SEO, content, speed, a11y, CRO source: https://botsdots.site/templates/website-ops license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/NYDai_DOI_2pNDIKerrpD needs_credentials: false, writes_external: false - [template] Apple Search Ads Review. Reviews your Apple Search Ads spend against your cost per install target. Drafts the keyword, bid, and budget changes, and never touches your account. source: https://botsdots.site/templates/apple-search-ads-review license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/gadc3bVOsg9iIwmzAGRve needs_credentials: false, writes_external: false - [template] AEO/SEO Bot. Weekday pipeline that picks, lays out, and grades search-visibility pages source: https://botsdots.site/templates/aeoseo-bot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/Jyx1Lg-VzYgyjDc-y-GQi needs_credentials: false, writes_external: false - [template] Grok for SEO, GEO, paid ads and Shopify. Reviews ads, search and Shopify performance from a single place source: https://botsdots.site/templates/grok-for-seo-geo-paid-ads-and-shopify license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/dep-tU0gmIPgiqNsvS4N4 needs_credentials: true, writes_external: true - [template] Index. An SEO and AEO teammate that writes briefs for your writers source: https://botsdots.site/templates/index license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/Viv2NbC5skPslV1WH9Fs7 needs_credentials: false, writes_external: false - [template] SEO Content Desk (seodraft). SEO writing desk for your own blog: topics, SERP briefs, drafts from sources via seodraft MCP source: https://botsdots.site/templates/seo-content-desk-seodraft license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/OkT4Dbjy4xVf7oVBCr8hL needs_credentials: false, writes_external: false - [template] SEO Expert. Keeps watch on your site's search performance and plans fixes for your sign-off source: https://botsdots.site/templates/seo-expert license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/sg2dZMjlprpit0y0PNyhL needs_credentials: false, writes_external: false - [template] SERP SPECIALIST. Local SEO bot: keyword volumes SERPs rank plan and preview site for a niche plus towns source: https://botsdots.site/templates/serp-specialist license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/262LyEVXcAKuQuohFeXop needs_credentials: false, writes_external: false - [template] Site Audit. One-pass site audit across SEO, speed, accessibility, CRO and schema source: https://botsdots.site/templates/site-audit license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/s6JVFYDIDMsCQMBeTcznW needs_credentials: false, writes_external: false - [template] Site Audit. SEO + content + speed + a11y + CRO + schema audit. Scored, P0/P1/P2, evidence URLs. Monthly diff. No invented metrics source: https://botsdots.site/templates/site-audit-rzrr license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/_rzRrKKlUyBD3znUN5b3Q needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] ai-seo. When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generati source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ai-seo/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-ai-seo-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ai-seo needs_credentials: false, writes_external: false - [skill] seo-audit. When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO heal source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/seo-audit/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-seo-audit-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill seo-audit needs_credentials: false, writes_external: false - [skill] competitive-brief. Research competitors and generate a positioning and messaging comparison with content gaps, opportunities, and threats. Use when building sales battlecards, when finding positioning gaps and messaging angles competitors source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/competitive-brief/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-competitive-brief-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill competitive-brief needs_credentials: false, writes_external: false - [skill] seo-audit. Run a comprehensive SEO audit — keyword research, on-page analysis, content gaps, technical checks, and competitor comparison. Use when assessing a site's SEO health, when finding keyword opportunities and content gaps c source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/seo-audit/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-seo-audit-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill seo-audit needs_credentials: false, writes_external: false - [skill] competitor-profiling. When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze co source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/competitor-profiling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-competitor-profiling.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill competitor-profiling needs_credentials: false, writes_external: false - [skill] competitors. When the user wants to create competitor comparison or alternative pages for SEO and buyer-facing use. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/competitors/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-competitors.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill competitors needs_credentials: false, writes_external: false - [skill] customer-research. When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer interviews," "survey analysi source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/customer-research/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-customer-research.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill customer-research needs_credentials: false, writes_external: false - [skill] free-tools. When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing too source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/free-tools/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-free-tools.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill free-tools needs_credentials: false, writes_external: false - [skill] programmatic-seo. When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/programmatic-seo/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-programmatic-seo.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill programmatic-seo needs_credentials: false, writes_external: false - [skill] schema. When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "p source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/schema/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-schema.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill schema needs_credentials: false, writes_external: false - [skill] site-architecture. When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions "sitemap," "site map," "visual sitemap," "site structure," source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/site-architecture/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-site-architecture.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill site-architecture needs_credentials: false, writes_external: false - [skill] video. When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' 'AI video,' 'Remotion,' 'Hyperframes,' 'HeyGen,' 'Synthesia source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/video/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-video.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill video needs_credentials: false, writes_external: false - [system-prompt] content-marketer. Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Masters modern content tools, social media automation, an source: https://github.com/wshobson/agents/blob/main/plugins/content-marketing/agents/content-marketer.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-content-marketing-agents-content-marketer.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] search-specialist. Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep re source: https://github.com/wshobson/agents/blob/main/plugins/content-marketing/agents/search-specialist.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-content-marketing-agents-search-specialist.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-authority-builder. Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics. source: https://github.com/wshobson/agents/blob/main/plugins/seo-analysis-monitoring/agents/seo-authority-builder.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-analysis-monitoring-agents-seo-authority-builder.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-cannibalization-detector. Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content. source: https://github.com/wshobson/agents/blob/main/plugins/seo-analysis-monitoring/agents/seo-cannibalization-detector.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-analysis-monitoring-agents-seo-cannibalization-detector.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-content-auditor. Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review. source: https://github.com/wshobson/agents/blob/main/plugins/seo-content-creation/agents/seo-content-auditor.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-content-creation-agents-seo-content-auditor.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-content-planner. Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning. source: https://github.com/wshobson/agents/blob/main/plugins/seo-content-creation/agents/seo-content-planner.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-content-creation-agents-seo-content-planner.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-content-refresher. Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content. source: https://github.com/wshobson/agents/blob/main/plugins/seo-analysis-monitoring/agents/seo-content-refresher.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-analysis-monitoring-agents-seo-content-refresher.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-content-writer. Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks. source: https://github.com/wshobson/agents/blob/main/plugins/seo-content-creation/agents/seo-content-writer.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-content-creation-agents-seo-content-writer.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-keyword-strategist. Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization. source: https://github.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-keyword-strategist.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-technical-optimization-agents-seo-keyword-strategist.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-meta-optimizer. Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content. source: https://github.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-meta-optimizer.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-technical-optimization-agents-seo-meta-optimizer.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-snippet-hunter. Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content. source: https://github.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-snippet-hunter.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-technical-optimization-agents-seo-snippet-hunter.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] seo-structure-architect. Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring. source: https://github.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-structure-architect.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-seo-technical-optimization-agents-seo-structure-architect.md license: MIT needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_seo_audit_team. The **AI SEO Audit Team** is an autonomous, multi-agent workflow built with Google ADK. It takes a webpage URL, crawls the live page, researches real-time SERP competition, and produces a polished, prioritized SEO optimi source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_seo_audit_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-seo-audit.md license: Apache-2.0 needs_credentials: false, writes_external: false - [workflow] brand-search-optimization. This recipe is an Agent Development Kit (ADK) multi-agent workflow that helps e-commerce brands optimize product titles for search visibility and recover zero/low-result retail queries using BigQuery and Gemini Computer source: https://github.com/google/adk-recipes/tree/main/contrib/python/brand-search-optimization raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-contrib-python-brand-search-optimization.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] Ai Email Gtm Reachout Agent. An intelligent, fully automated B2B outreach system that discovers companies, finds decision makers, researches company intelligence, and generates personalized cold emails using AI agents. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_email_gtm_reachout_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-email-gtm-reachout-a.md license: Apache-2.0 needs_credentials: false, writes_external: false - [mcp] DispatchSEO. Open-source SEO manager for coding agents: keyword research, content PRs, rank + Search Console. source: https://github.com/NeoZi12/dispatchseo license: AGPL-3.0 install: remote (streamable-http): https://dispatchseo.com/api/mcp needs_credentials: true, writes_external: true - [mcp] SEO Trends MCP. Spot keyword demand rising or fading. Trend volume and growth signals. Free key at trendsmcp.ai source: https://github.com/trendsmcp-ai/Trends-MCP raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-ai-trendsmcp-seo.md license: MIT install: remote (streamable-http): https://seo.api.trendsmcp.ai/mcp needs_credentials: true, writes_external: false - [mcp] Librecrawl — Technical SEO Audit MCP Server. Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl. source: https://github.com/adityaarsharma/sitewalk raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-adityaarsharma-librecrawl-technical-seo-audit-mcp.md license: MIT needs_credentials: false, writes_external: false - [mcp] HasData TikTok. Public TikTok profiles, videos, comments and keyword search as JSON. No developer account. source: https://github.com/HasData/tiktok-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-hasdata-tiktok.md license: MIT install: npx -y @hasdata/tiktok-mcp needs_credentials: true, writes_external: false - [mcp] SEO Tools: A-Parser bridge. Bridge to a self-hosted A-Parser: SERP, suggests and 150+ parsers via its API (read-only). source: https://github.com/antohins/seo-tools-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-antohins-seo-tools-mcp-aparser.md license: MIT install: npx -y seo-tools-mcp-aparser needs_credentials: true, writes_external: false - [mcp] com.superagnt/tiktok-data. TikTok data for AI agents: videos, creators, sounds, hashtags, trends. Content + creator research. source: https://github.com/superagnt/plugins raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-superagnt-tiktok-data.md license: MIT install: remote (streamable-http): https://mcp.superagnt.com/mcp/tiktok needs_credentials: true, writes_external: false - [mcp] io.github.AutomateLab-tech/ai-seo. MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites source: https://github.com/AutomateLab-tech/ai-seo-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-automatelab-tech-ai-seo.md license: MIT install: npx -y @automatelab/ai-seo-mcp needs_credentials: false, writes_external: false - [mcp] SEO Performance MCP. Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill. source: https://github.com/AutomateLab-tech/seo-performance-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-automatelab-tech-seo-performance-mcp.md license: MIT install: npx -y @automatelab/seo-performance-mcp needs_credentials: true, writes_external: false - [mcp] AfterLaunch: the agentic growth marketing engine. Growth marketing, SEO and GEO as agent tools: ranked moves, ship them, AI answer visibility. source: https://github.com/afterlaunch/mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-afterlaunch-agentic-growth-marketing.md license: MIT install: remote (streamable-http): https://afterlaunch.io/api/mcp needs_credentials: true, writes_external: false - [mcp] Agency Autopilot. Run client marketing from your AI assistant, or let Autopilot: Google Ads, GA4, SEO, Meta, CRM source: https://github.com/harrisonjdahl3/agency-mcp-plugin raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-jiyumarketing-mcp-agency-mcp.md license: MIT install: remote (streamable-http): https://mcp.jiyumarketing.com/mcp?src=registry needs_credentials: true, writes_external: false - [mcp] Creator SEO MCP. SEO MCP server for creators. Ranks Google Search Console opportunities by ad revenue, not clicks. source: https://github.com/Yoshyaes/creator-seo-mcp license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: uvx creator-seo-mcp needs_credentials: true, writes_external: false - [mcp] io.github.JvnnDev/seo-webmaster-mcp. Read-only SEO and GEO audits with Google Search Console, Bing, and website crawling. source: https://github.com/JvnnDev/seo-webmaster-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-jvnndev-seo-webmaster-mcp.md license: MIT install: npx -y seo-webmaster-mcp needs_credentials: false, writes_external: false - [mcp] VibeSEO. SEO research, keyword discovery, site audits, Search Console, backlinks and content workflow. source: https://github.com/sultanlive/vibeseo-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-dev-vibeseo-vibeseo.md license: MIT install: remote (streamable-http): https://mcp.vibeseo.dev/mcp needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-email-marketer description: Agent Academy course for Email and lifecycle (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/email-marketer/ --- # Email and lifecycle · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/email-marketer.json Skill pack: https://academy.incidental.site/packs/marketing/email-marketer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] Webby. Website admin. Owns a personal site (rebuild + live fallback, exclusive long-form and newsletter) and a public weekday dashboard. source: https://botsdots.site/templates/webby license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/BX4-kOUI2CzphgiYLZ1hb needs_credentials: false, writes_external: false - [template] Contentdrips Bot. Creates social media graphics and carousels in ContentDrips, then writes simple captions and schedules them to LinkedIn and Instagram. source: https://botsdots.site/templates/contentdrips-bot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/LZLr3E1ySm7HzuMSKB18s needs_credentials: true, writes_external: false - [template] NewsletterBot. Turns a newsletter issue link into branded social graphics and carousels after you approve the highlights source: https://botsdots.site/templates/newsletterbot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/aZktlS8No2Ur9nlhKRcy8 needs_credentials: false, writes_external: false - [template] Newsletter Writer. Pulls what shipped from launches, wins and your calendar, writes the issue in your voice, and parks it for you to send. source: https://botsdots.site/templates/newsletter-writer license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/s5d2839123b973b4480f9 needs_credentials: false, writes_external: false - [template] 📰 Newsletter Desk ✦ INBOX-WORTHY. Cited newsletter issue with three subject lines and one clear CTA source: https://botsdots.site/templates/newsletter-desk-inbox-worthy license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/J0CuUCheuaZacyOKXTSVH needs_credentials: false, writes_external: true - [template] AI Copywriter. Writes blogs, landing pages, emails, ads, social posts, and campaign briefs in Dan Koe's voice. Every draft goes through Humanizer. Not for video scripts source: https://botsdots.site/templates/ai-copywriter license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/ZpEX6-GmuMH-4ctEpfyka needs_credentials: false, writes_external: false - [template] Paste → Post Pack. Paste one article, notes, or transcript. Get ready-to-post drafts: 3 X posts, a LinkedIn post, a newsletter blurb, and a short thread. Draft-only - you source: https://botsdots.site/templates/paste-post-pack license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/EAonX-eBCN0lXDz7gEpi7 needs_credentials: true, writes_external: true - [template] Sentinel. Compliance officer for insurance marketing copy. Reviews outbound emails, site pages, and blog posts before publish source: https://botsdots.site/templates/sentinel-nafa license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/NAFAT-NGrQ7-zLccn4qg1 needs_credentials: false, writes_external: true - [template] 📰 Newsletter Desk ✦ INBOX-WORTHY. 📰 Turn notes and links into a cited newsletter issue with three subject lines, a preheader, sections and one clear call to action. source: https://botsdots.site/templates/newsletter-desk-inbox-worthy-j0cu license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/j0cuucheuazacyokxtsvh needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] cold-email. Write and run B2B cold outbound that gets replies, from cold emails and follow-ups to sending setup, LinkedIn, multichannel cadences, and reply handling. Use when the user mentions "cold email," "cold outreach," "outboun source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/cold-email/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-cold-email-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill cold-email needs_credentials: false, writes_external: false - [skill] email-sequence. Design and draft multi-email sequences with full copy, timing, branching logic, exit conditions, and performance benchmarks. Use when building onboarding, lead nurture, re-engagement, win-back, or product launch flows, w source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/email-sequence/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-email-sequence-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill email-sequence needs_credentials: false, writes_external: false - [skill] emails. When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboar source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/emails/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-emails.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill emails needs_credentials: false, writes_external: false - [skill] lead-magnets. When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat shee source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/lead-magnets/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-lead-magnets.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill lead-magnets needs_credentials: false, writes_external: false - [skill] revops. When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'outbound pipeline sta source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/revops/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-revops.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill revops needs_credentials: false, writes_external: false - [skill] sms. When the user wants to plan, build, or optimize SMS, MMS, or WhatsApp marketing — including welcome flows, abandoned cart texts, post-purchase, win-back, promotional sends, or transactional/auth SMS. Also use when the us source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/sms/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-sms.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill sms needs_credentials: false, writes_external: false - [skill] avoid-ai-writing. Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or b source: https://github.com/wshobson/agents/blob/main/plugins/avoid-ai-writing/skills/avoid-ai-writing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-avoid-ai-writing-skills-avoid-ai-writing.md license: MIT install: npx skills add wshobson/agents --skill avoid-ai-writing needs_credentials: false, writes_external: false - [skill] content-creation. Draft marketing content across channels — blog posts, social media, email newsletters, landing pages, press releases, and case studies. Use when writing any marketing content, when you need channel-specific formatting, S source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/content-creation/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-marketing-skills-content-creation.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill content-creation needs_credentials: false, writes_external: false - [skill] draft-content. Draft blog posts, social media, email newsletters, landing pages, press releases, and case studies with channel-specific formatting and SEO recommendations. Use when writing any marketing content, when you need headline source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/draft-content/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-marketing-skills-draft-content.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill draft-content needs_credentials: false, writes_external: false - [system-prompt] Conference Invitation Email. A prompt to generate a professional email invitation for a conference. source: https://prompts.chat/prompts/cmpyajmjq0004le04oe6ofv5e_conference-invitation-email raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-conference-invitation-email.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Email Marketing. Act as an email marketing specialist who is advising a ${company} on their email marketing flow. Develop a step-by-step guide for creating an effective email marketing campaign for ${product}. source: https://prompts.chat/prompts/cmjk1nsqu0007jy04hfemmfta_email-marketing raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-email-marketing.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] EMAIL SEQUENCE WITH STORYTELLING. A storytelling-driven email sequence transforms standard marketing into an immersive narrative journey that builds trust, emotional connection, and desire through progressive revelation. source: https://prompts.chat/prompts/cmlgo5w7j0001ju04jph7gcc3_email-sequence-with-storytelling raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-email-sequence-with-storytelling.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] High Conversion Cold Email. High Conversion Cold Email source: https://prompts.chat/prompts/cmlgosm1s000bl504ae9sxlfq_high-conversion-cold-email raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-high-conversion-cold-email.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_email_gtm_outreach_agent. An end-to-end, multi-agent Streamlit app that automates B2B outreach using GPT-5 and Exa. It discovers relevant companies, finds the right contacts (Founder's Office, GTM/Sales leadership, Partnerships/BD, Product Market source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/ai_email_gtm_outreach_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-ai-email-gtm-outreach-ag.md license: Apache-2.0 needs_credentials: false, writes_external: false - [mcp] Mailchimp MCP server. Mailchimp campaign management over the Mailchimp Marketing API v3. Draft, test, and send email campaigns, manage audiences and subscribers, and review post-send analytics from any MCP client, with optional local image an source: https://github.com/cyanheads/mailchimp-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/cyanheads-mailchimp-mcp-server.md license: Apache-2.0 install: see README; needs Mailchimp API key; can SEND campaigns (write access) needs_credentials: true, writes_external: true - [mcp] SendGrid MCP Server. MCP server for SendGrid's v3 API: email marketing, transactional mail, templates, and analytics. source: https://github.com/deyikong/sendgrid-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-deyikong-sendgrid-mcp.md license: ISC install: npx -y sendgrid-mcp needs_credentials: true, writes_external: true - [mcp] beehiiv. Manage beehiiv newsletters, posts, podcasts, community, subscribers, and analytics. source: https://github.com/beehiiv/agents raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-beehiiv-beehiiv.md license: MIT install: remote (streamable-http): https://mcp.beehiiv.com/mcp needs_credentials: true, writes_external: true - [mcp] SendGrid Transactional. SendGrid transactional email: preflight send, templates, and delivery diagnostics. source: https://github.com/Neschadin/sendgrid-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-neschadin-sendgrid-mcp.md license: MIT install: npx -y @neschadin/sendgrid-mcp needs_credentials: true, writes_external: true - [mcp] com.mambabuilt/mcp-link-in-bio-newsletter-checker. Follow a creator bio link and report the newsletter, what they sell, and the contact emails. source: https://github.com/mambalabsdev/mcp-link-in-bio-newsletter-checker raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-mambabuilt-mcp-link-in-bio-newsletter-checker.md license: MIT install: npx -y @mambalabsdev/mcp-link-in-bio-newsletter-checker needs_credentials: true, writes_external: false - [mcp] io.github.closermethod/newsletter-growth-mcp. Newsletter growth loops, welcome-sequence architecture, subject-line and list-metric guidance. source: https://github.com/closermethod/newsletter-growth-mcp license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: npx -y newsletter-growth-mcp needs_credentials: false, writes_external: false - [mcp] io.github.teamsincetoday/newsletter-commerce-mcp. Extract shoppable products from newsletter content with affiliate signals. source: https://github.com/teamsincetoday/newsletter-commerce-mcp license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: npx -y newsletter-commerce-mcp needs_credentials: true, writes_external: false - [mcp] Klaviyo. Klaviyo MCP Pack — wraps the Klaviyo API for email marketing source: https://github.com/pipeworx-io/mcp-klaviyo raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-pipeworx-io-klaviyo.md license: MIT install: remote (streamable-http): https://gateway.pipeworx.io/klaviyo/mcp needs_credentials: true, writes_external: false - [mcp] Klaviyo MCP. Klaviyo MCP: campaigns, flows, segments, metrics, reports, profiles across many accounts. 24 tools. source: https://github.com/scalably-io/klaviyo-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-scalably-klaviyo-mcp.md license: MIT install: npx -y @scalably-io/klaviyo-mcp needs_credentials: true, writes_external: false - [mcp] Mailchimp. MCP server for Mailchimp API integration source: https://github.com/asklokesh/mailchimp-mcp-server license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: uvx mailchimp-mcp-server needs_credentials: true, writes_external: false - [mcp] Mailchimp. Mailchimp MCP Pack — manage audiences, campaigns, and members via Mailchimp Marketing API. source: https://github.com/pipeworx-io/mcp-mailchimp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-pipeworx-io-mailchimp.md license: MIT install: remote (streamable-http): https://gateway.pipeworx.io/mailchimp/mcp needs_credentials: true, writes_external: true - [mcp] Marketing Content Production. Brand-safe ad, email, product description, and social content production. source: https://mcp-payment-site.vercel.app/marketing-content-production license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: uvx marketing-content-production-mcp needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-paid-ads-specialist description: Agent Academy course for Paid ads (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/paid-ads-specialist/ --- # Paid ads · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/paid-ads-specialist.json Skill pack: https://academy.incidental.site/packs/marketing/paid-ads-specialist.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] Ad Spend Watch. Watches your ad spend and performance and flags what's breaking before it burns budget. source: https://botsdots.site/templates/ad-spend-watch license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/MK5zStpj_As8CsRwg3r6w needs_credentials: false, writes_external: false - [template] Consider It Marketed. Clinic CEO bot that runs marketing, Google Ads, creative, video, and QC so the physician-owner can stay with patients source: https://botsdots.site/templates/consider-it-marketed license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/ayQYbaHquRM7x7lnBOEoQ needs_credentials: false, writes_external: false - [template] Helios. Meta Ads intelligence for Facebook and Instagram. Runs Ads Manager in signed-in Chrome, posts a morning flight board, pauses losers under your written source: https://botsdots.site/templates/helios license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/HRQ9XsZmD7-dATZz63-i_ needs_credentials: false, writes_external: false - [template] X Marketing Lead. Marketing lead built around X Ads, X Premium Business, and Grok. Runs growth for any founder’s products — decisions and results only, automated where source: https://botsdots.site/templates/x-marketing-lead license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/hI9VYNVWhcqA5agQ1OETW needs_credentials: false, writes_external: false - [template] Media. AI video + studio GTM bot: generate and iterate short-form video, audit social, draft Ads/influencer outreach, and orchestrate ops jobs without holding source: https://botsdots.site/templates/media license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/bAGe8vsdblitlsmH-z0ys needs_credentials: false, writes_external: false - [template] Social Media GTM Bot. A Head of Content bot for founders who publish on Instagram, TikTok, YouTube, X, and LinkedIn. It recycles winning posts, prepares comment-to-DM lead magnets, keeps a per-platform calendar, and publishes through PlugKit source: https://botsdots.site/templates/social-media-gtm-bot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/rwdXTWNa0eGPFzyTWlRKJ needs_credentials: true, writes_external: true - [template] Image AD generator. Turns your real product photo into high-converting 1080×1080 Meta image ads with centered text, plus ready-to-paste ad copy for each one. source: https://botsdots.site/templates/image-ad-generator license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/u3dFfq5q52a_p4tZU62Dg needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] ads. When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campa source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ads/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-ads-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ads needs_credentials: false, writes_external: false - [skill] ad-creative. When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ad-creative/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ad-creative.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ad-creative needs_credentials: false, writes_external: false - [skill] social-publishing. Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Use when the user wants to pu source: https://github.com/wshobson/agents/blob/main/plugins/social-publishing/skills/social-publishing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-social-publishing-skills-social-publishing.md license: MIT install: npx skills add wshobson/agents --skill social-publishing needs_credentials: false, writes_external: false - [system-prompt] telegram-ads-analyst. Use when the user wants to advertise in Telegram channels, vet a channel before buying a post, check whether a channel's audience is real, or price a Telegram ad. Triggers on: 'Telegram ads', 'Telegram channel advertisin source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/telegram-ads-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-08-business-product-telegram-ads-analys.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Google Ads Title Copywriter. Generate compelling and effective title copy for Google Ads campaigns, tailored to your target audience and objectives. source: https://prompts.chat/prompts/cmjsya0yc0004ib04c7059hdn_google-ads-title-copywriter raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-google-ads-title-copywriter.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Social Media Post Creator for Recruitment. Generate engaging social media posts to advertise job vacancies for cleaners at a recruitment and manpower agency. source: https://prompts.chat/prompts/cmkdrdd7m0001le04vlwku98m_social-media-post-creator-for-recruitment raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-social-media-post-creator-for-recruitment.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Advertiser. I want you to act as an advertiser. You will create a campaign to promote a product or service of your choice. You will choose a target audience, develop key messages and slogans, select the media channels for promotion, source: https://prompts.chat/prompts/cmj1zb10s001kvl0rlgcbdko5_advertiser raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-advertiser.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] UGC-Style TikTok Script Generator for Gen Z Skincare. Generate user-generated content style TikTok scripts for a new Gen Z skincare product as a Marketing Strategist. source: https://prompts.chat/prompts/cmjsu17i80001jx046dlxdc3a_ugc-style-tiktok-script-generator-for-gen-z-skincare raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-ugc-style-tiktok-script-generator-for-gen-z-skincare.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Pet Store Advertising Campaign Strategy. Create an advertising campaign strategy for Migros' new pet stores. source: https://prompts.chat/prompts/cmja42rum000hup0qv0hxwpid_pet-store-advertising-campaign-strategy raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-pet-store-advertising-campaign-strategy.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] TikTok Marketing Visual Designer Agent. Create engaging and innovative visuals for TikTok marketing campaigns. source: https://prompts.chat/prompts/cmj8n3sxv000jvj0rvb1jueki_tiktok-marketing-visual-designer-agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-tiktok-marketing-visual-designer-agent.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [mcp] TikTok Ads MCP Server. TikTok Ads management — CRUD, async reports, targeting, and media uploads source: https://github.com/cesteral/mcp-open-advertising raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-cesteral-tiktok-mcp.md license: Apache-2.0 install: npx -y @cesteral/tiktok-mcp needs_credentials: true, writes_external: true - [mcp] TikTok Agent Publisher. Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and live uploads. source: https://github.com/davidmosiah/tiktok-agent-publisher raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-davidmosiah-tiktok-agent-publisher.md license: MIT install: npx -y tiktok-agent-publisher needs_credentials: true, writes_external: true - [mcp] TikTok Trends API. TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsapi.ai source: https://github.com/trendsapi-ai/tiktok-trends-api raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-ai-trendsapi-tiktok.md license: MIT install: remote (streamable-http): https://tiktok.api.trendsapi.ai/mcp needs_credentials: true, writes_external: false - [mcp] io.github.lanternrow/tiktok-organic-mcp. TikTok organic analytics — video performance, engagement metrics, and profile insights. source: https://github.com/lanternrow/tiktok-organic-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-lanternrow-tiktok-organic-mcp.md license: MIT install: npx -y tiktok-organic-mcp needs_credentials: true, writes_external: false - [mcp] TikTok Trends MCP. TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsmcp.ai source: https://github.com/trendsmcp-ai/tiktok-trends-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-ai-trendsmcp-tiktok.md license: MIT install: remote (streamable-http): https://tiktok.api.trendsmcp.ai/mcp needs_credentials: true, writes_external: false - [mcp] com.jojapi/tiktok-download-video. TikTok Download Video: TikTok API 🔥 300/month is free The most powerful Tiktok Api available The. source: https://jojapi.com/hub/api/tiktok-download-video license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.jojapi.com/tiktok-download-video needs_credentials: true, writes_external: false - [mcp] com.mambabuilt/mcp-tiktok-brand-presence-mapper. Resolve a TikTok handle or company domain to the brand account with follower counts. source: https://github.com/mambalabsdev/mcp-tiktok-brand-presence-mapper raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-mambabuilt-mcp-tiktok-brand-presence-mapper.md license: MIT install: npx -y @mambalabsdev/mcp-tiktok-brand-presence-mapper needs_credentials: true, writes_external: false - [mcp] io.github.deapi-ai/tiktok-transcript-scraper. AI speech-to-text for public TikTok videos: SRT, VTT, word timings, speaker labels, 90+ languages. source: https://github.com/deapi-ai/tiktok-transcript-mcp license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.apify.com?tools=deapi/tiktok-transcript-scraper needs_credentials: true, writes_external: false - [mcp] io.github.mrocker/tiktok-profile-stats. TikTok profiles (followers, bio) and per-video stats by handle or URL. No login. Pay per result. source: https://github.com/mrocker/social-data-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-mrocker-tiktok-profile-stats.md license: MIT install: remote (streamable-http): https://mcp.apify.com/?tools=nick.cheng/tiktok-profile-stats-scraper needs_credentials: true, writes_external: false - [mcp] ssave.cc — TikTok & Instagram Downloader. Extract & download TikTok, Instagram, YouTube, Douyin media — HD, no watermark, MP3 export source: https://github.com/ssavecc/ssave-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-cc-ssave-tiktok-instagram-downloader.md license: MIT install: npx -y @ssavecc/mcp-server needs_credentials: true, writes_external: false - [mcp] TikTok Ads. TikTok Ads MCP server: 35 read tools, 29 opt-in preview-first writes. source: https://github.com/get-mcp-ads/tiktok-ads-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-getmcpads-tiktok-ads.md license: Apache-2.0 install: npx -y @getmcpads/tiktok-ads-mcp-server needs_credentials: true, writes_external: true - [mcp] TikTok data for agents. 13 TikTok endpoints. Pay per call in USDC via x402. source: https://tiktok.fetcher.sh license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://tiktok.fetcher.sh/mcp needs_credentials: true, writes_external: false - [mcp] TikTok Transcript Scraper. Transcripts of TikTok videos or whole accounts, with views, likes and dates. source: https://github.com/fernandoguiraud16-coder/data-tools raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-fernandoguiraud16-coder-tiktok-transcript-scraper.md license: MIT install: remote (streamable-http): https://mcp.apify.com/?tools=fguiraud/tiktok-transcript-scraper needs_credentials: true, writes_external: false - [mcp] TikTok Transcripts & Subtitles. TikTok videos to text in bulk: transcripts with timestamps, SRT and VTT. Native captions or Whisper. source: https://apify.com/sauliusautomatesit/tiktok-transcript-scraper license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.apify.com/?tools=sauliusautomatesit/tiktok-transcript-scraper needs_credentials: true, writes_external: false - [mcp] TikTok Transcripts & Video Breakdown. TikTok video transcripts (captions or Whisper AI) plus AI hook, shot list and script breakdown. source: https://github.com/LMSlay/tubetext-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-lmslay-tubetext-tiktok-transcripts.md license: MIT install: remote (streamable-http): https://mcp.apify.com/?tools=fetch-actor-details,tubetext/tiktok-transcript,tubetext/video-breakdown-ai needs_credentials: true, writes_external: false - [mcp] uk.co.ppcmarketingcompany/site. PPC marketing company: the site's own MCP server — enquiry (enquiry = a human handoff, not a... source: https://ppcmarketingcompany.co.uk license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://ppcmarketingcompany.co.uk/mcp needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-marketing-analyst description: Agent Academy course for Marketing analytics (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/marketing-analyst/ --- # Marketing analytics · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/marketing-analyst.json Skill pack: https://academy.incidental.site/packs/marketing/marketing-analyst.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [plugin] Marketing plugin (Anthropic knowledge-work-plugins). A marketing plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Content creation, campaign planning, brand voice manag source: https://github.com/anthropics/knowledge-work-plugins/tree/main/marketing raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-marketing.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] SEO & AEO Desk. Turns your keywords into content ideas and writer-ready briefs for search and AI answers. Works from a pasted keyword list or your Search Console. source: https://botsdots.site/templates/seo-aeo-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/0IhyZWxwbf2cFmsmroZQL needs_credentials: false, writes_external: false - [template] Market Researcher. Monitors your competitors' public websites, ads, marketing, pricing, and positioning on a standing cadence source: https://botsdots.site/templates/market-researcher license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/xzkXiUbdYfPd7g30OhLGf needs_credentials: false, writes_external: false - [template] Project Manager. Marketing project manager that coordinates research, positioning, landing pages, ads source: https://botsdots.site/templates/project-manager license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/AMa1ig4YyoxfYtWFe7PLi needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] The Lovelyline. Act as an expert brand copywriter and life coach. I am launching a brand called 'Lovely Line'. The core of the brand is a minimalist line-art character that shares daily philosophical thoughts, storytelling, and life-coa source: https://prompts.chat/prompts/cmp2nnvma0001l704v43f48t8_the-lovelyline raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-the-lovelyline.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [mcp] HubSpot auditor MCP (read-only). Read-only audit of a HubSpot portal. You get a scored report of what works, what is broken, and what is missing, plus a 30/60/90-day fix plan. source: https://github.com/M-Pineapple/hubspot-auditor raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/m-pineapple-hubspot-auditor.md license: MIT needs_credentials: true, writes_external: false - [mcp] PostHog MCP Server. Official PostHog MCP Server for product analytics, feature flags, experiments, and more. source: https://github.com/PostHog/posthog raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-posthog-mcp.md license: MIT install: remote (streamable-http): https://mcp.posthog.com/mcp needs_credentials: true, writes_external: true - [mcp] io.github.matjmat/eulerian-marketing-platform-mcp. Provides access to the Eulerian Marketing Platform: analytics, attribution & data activation. source: https://github.com/EulerianTechnologies/eulerian-marketing-platform-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-matjmat-eulerian-marketing-platform-mcp.md license: MIT install: uvx eulerian-marketing-platform needs_credentials: true, writes_external: false - [mcp] com.jojapi/similarweb. Similarweb: Similarweb API allows you to access powerful insights into web analytics and online. source: https://jojapi.com/hub/api/similarweb license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.jojapi.com/similarweb needs_credentials: true, writes_external: false - [mcp] io.github.CSOAI-ORG/marketing-analytics-ai-mcp. Marketing Analytics Ai MCP Server by MEOK AI Labs source: https://github.com/CSOAI-ORG/marketing-analytics-ai-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-csoai-org-marketing-analytics-ai-mcp.md license: MIT install: uvx marketing-analytics-ai-mcp needs_credentials: false, writes_external: false - [mcp] io.github.friendlygeorge/posthog-mcp-server. MCP server for PostHog — product analytics for AI assistants. Query events, persons, insights, da... source: https://github.com/friendlygeorge/posthog-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-friendlygeorge-posthog-mcp-server.md license: MIT install: npx -y posthog-mcp-server needs_credentials: false, writes_external: true - [mcp] Marketing Intelligence & Optimization. Analyze Product performance on Platforms like youtube, instagram etc. To optimize Marketing. source: https://saifs.ai license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://marketing-analysis-mcp.saifs.ai/mcp needs_credentials: true, writes_external: false - [mcp] Posthog. PostHog MCP — wraps PostHog Analytics API (app.posthog.com/api) source: https://github.com/pipeworx-io/mcp-posthog raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-pipeworx-io-posthog.md license: MIT install: remote (streamable-http): https://gateway.pipeworx.io/posthog/mcp needs_credentials: true, writes_external: true ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-product-marketer description: Agent Academy course for Product marketing (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/product-marketer/ --- # Product marketing · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/product-marketer.json Skill pack: https://academy.incidental.site/packs/marketing/product-marketer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] Marketing Bot. Turns a project description into X launch copy worth tapping source: https://botsdots.site/templates/marketing-bot-famb license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/FaMbaDOO2WceFyiKDu6_6 needs_credentials: true, writes_external: false - [template] Marketing Calendar Owner. Keep regional and global content, launch, and events calendars in sync. Pulls from Notion and keeps webinars and campaigns current without a weekly chase. source: https://botsdots.site/templates/marketing-calendar-owner license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/se318a72a31fad75c277e needs_credentials: true, writes_external: false - [plugin] Marketing plugin (Anthropic knowledge-work-plugins). A marketing plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Content creation, campaign planning, brand voice manag source: https://github.com/anthropics/knowledge-work-plugins/tree/main/marketing raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-marketing.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] SEO & AEO Desk. Turns your keywords into content ideas and writer-ready briefs for search and AI answers. Works from a pasted keyword list or your Search Console. source: https://botsdots.site/templates/seo-aeo-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/0IhyZWxwbf2cFmsmroZQL needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] launch. When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/launch/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-launch-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill launch needs_credentials: false, writes_external: false - [skill] competitive-brief. Research competitors and generate a positioning and messaging comparison with content gaps, opportunities, and threats. Use when building sales battlecards, when finding positioning gaps and messaging angles competitors source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/competitive-brief/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-competitive-brief-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill competitive-brief needs_credentials: false, writes_external: false - [skill] offers. When the user wants to design, construct, or improve an offer — the thing they actually sell — including value framing, bonus stacking, guarantee design, scarcity/urgency, naming, and payment structure. Also use when the source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/offers/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-offers.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill offers needs_credentials: false, writes_external: false - [skill] paywalls. When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "conver source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/paywalls/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-paywalls.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill paywalls needs_credentials: false, writes_external: false - [skill] pricing. When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' ' source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/pricing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-pricing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill pricing needs_credentials: false, writes_external: false - [skill] product-marketing. When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'des source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/product-marketing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-product-marketing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill product-marketing needs_credentials: false, writes_external: false - [skill] sales-enablement. When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handl source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/sales-enablement/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-sales-enablement.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill sales-enablement needs_credentials: false, writes_external: false - [system-prompt] Landing Page Copy Architect – Conversion Framework Prompt. Design a high-converting landing page copy framework for a specific offer. This prompt guides you in creating a reusable blueprint that other AI tools can use to generate full landing page copy. source: https://prompts.chat/prompts/cmm7aph8m0001le04izoojs6t_landing-page-copy-architect-conversion-framework-prompt raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-landing-page-copy-architect-conversion-framework-prompt.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Marketing Mastermind for Product Promotion. Act as a marketing expert to help plan regular marketing activities and agent strategies after receiving product pricing and market value information. source: https://prompts.chat/prompts/cml2i17710001l104bn2gwczu_marketing-mastermind-for-product-promotion raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-marketing-mastermind-for-product-promotion.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_email_gtm_outreach_agent. An end-to-end, multi-agent Streamlit app that automates B2B outreach using GPT-5 and Exa. It discovers relevant companies, finds the right contacts (Founder's Office, GTM/Sales leadership, Partnerships/BD, Product Market source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/ai_email_gtm_outreach_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-ai-email-gtm-outreach-ag.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] ai_seo_audit_team. The **AI SEO Audit Team** is an autonomous, multi-agent workflow built with Google ADK. It takes a webpage URL, crawls the live page, researches real-time SERP competition, and produces a polished, prioritized SEO optimi source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_seo_audit_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-seo-audit.md license: Apache-2.0 needs_credentials: false, writes_external: false - [workflow] brand-search-optimization. This recipe is an Agent Development Kit (ADK) multi-agent workflow that helps e-commerce brands optimize product titles for search visibility and recover zero/low-result retail queries using BigQuery and Gemini Computer source: https://github.com/google/adk-recipes/tree/main/contrib/python/brand-search-optimization raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-contrib-python-brand-search-optimization.md license: Apache-2.0 needs_credentials: false, writes_external: false - [mcp] Mailchimp MCP server. Mailchimp campaign management over the Mailchimp Marketing API v3. Draft, test, and send email campaigns, manage audiences and subscribers, and review post-send analytics from any MCP client, with optional local image an source: https://github.com/cyanheads/mailchimp-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/cyanheads-mailchimp-mcp-server.md license: Apache-2.0 install: see README; needs Mailchimp API key; can SEND campaigns (write access) needs_credentials: true, writes_external: true ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-growth-marketer description: Agent Academy course for Growth (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/growth-marketer/ --- # Growth · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/growth-marketer.json Skill pack: https://academy.incidental.site/packs/marketing/growth-marketer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] Zealt Chief of Staff. Coordinates a specialist bot team for a social photo app: Scout world moments, Marketing, Social, Idea Lab, and Knowledge. Keeps lanes clear and growth source: https://botsdots.site/templates/zealt-chief-of-staff license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/dadANmm6M496kgq3qgBJ3 needs_credentials: false, writes_external: false - [template] AutomateSocials. A senior social media manager and community manager that plans, writes, schedules, and optimizes approved posts across X, LinkedIn, Facebook. source: https://botsdots.site/templates/automatesocials license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/bi1TG6r34CXe_JuQMLVfE needs_credentials: true, writes_external: false - [plugin] Marketing plugin (Anthropic knowledge-work-plugins). A marketing plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Content creation, campaign planning, brand voice manag source: https://github.com/anthropics/knowledge-work-plugins/tree/main/marketing raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-marketing.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] SEO & AEO Desk. Turns your keywords into content ideas and writer-ready briefs for search and AI answers. Works from a pasted keyword list or your Search Console. source: https://botsdots.site/templates/seo-aeo-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/0IhyZWxwbf2cFmsmroZQL needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] cold-email. Write and run B2B cold outbound that gets replies, from cold emails and follow-ups to sending setup, LinkedIn, multichannel cadences, and reply handling. Use when the user mentions "cold email," "cold outreach," "outboun source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/cold-email/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-cold-email-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill cold-email needs_credentials: false, writes_external: false - [skill] community-marketing. Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocat source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/community-marketing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-community-marketing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill community-marketing needs_credentials: false, writes_external: false - [skill] cro. When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the u source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/cro/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-cro.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill cro needs_credentials: false, writes_external: false - [skill] directory-submissions. When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit t source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/directory-submissions/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-directory-submissions.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill directory-submissions needs_credentials: false, writes_external: false - [skill] marketing-loops. When the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an AI agent runs on a cadence (weekly, daily, on a trigger) rather than a one-off task. Also use when the user mentions 'mark source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/marketing-loops/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-marketing-loops.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill marketing-loops needs_credentials: false, writes_external: false - [skill] onboarding. When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experie source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/onboarding/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-onboarding.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill onboarding needs_credentials: false, writes_external: false - [skill] popups. When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture p source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/popups/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-popups.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill popups needs_credentials: false, writes_external: false - [skill] prospecting. When the user wants to find, qualify, and build a list of prospects to reach out to, across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions "prospecting," "build a prospect list," "find source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/prospecting/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-prospecting.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill prospecting needs_credentials: false, writes_external: false - [skill] referrals. When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/referrals/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-referrals.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill referrals needs_credentials: false, writes_external: false - [skill] signup. When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial si source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/signup/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-signup.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill signup needs_credentials: false, writes_external: false - [system-prompt] social-publishing-publisher. Agent-first social media publishing specialist. Use this agent to schedule and publish posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) source: https://github.com/wshobson/agents/blob/main/plugins/social-publishing/agents/social-publishing-publisher.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-social-publishing-agents-social-publishing-publisher.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] growth-loops. Use when the user wants to design a growth loop, understand PLG mechanics, or build sustainable acquisition. Triggers on: 'growth loop', 'flywheel', 'viral loop', 'PLG growth', 'product-led growth', 'growth mechanics', ' source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/growth-loops.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-08-business-product-growth-loops.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] landing-page-copywriter. Use this agent when writing or optimizing landing page copy, hero sections, CTAs, or conversion-focused funnel content for a specific audience and offer. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/landing-page-copywriter.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-08-business-product-landing-page-copywr.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] RIP McKinsey: Here are 10 prompts to replace expensive business consultants. "RIP McKinsey: Here are 10 prompts to replace expensive business consultants." focuses on using AI to handle strategic business tasks. RIP McKinsey. Here are 10 prompts to replace expensive business consultants: 1. SWOT source: https://prompts.chat/prompts/cmjirfi450008jx04zg2kwvml_rip-mckinsey-here-are-10-prompts-to-replace-expensive-business-consultants raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-rip-mckinsey-here-are-10-prompts-to-replace-expensive-business-consultants.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Banner Slogan and Subtext Generator. A senior marketing and art direction assistant that creates minimal, impactful, and conversion-focused banner slogans. It produces a main slogan, an alternative slogan, and subtext for each banner based on the industry, source: https://prompts.chat/prompts/cmue8hu2f0001kz04fqubnkts_banner-slogan-and-subtext-generator raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-banner-slogan-and-subtext-generator.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Master Storyteller and Sales Copywriter Prompt. This prompt guides the user to create compelling sales narratives that transform prospects into loyal customers by embedding the product into their identity. source: https://prompts.chat/prompts/cmm3yusid0001ie048o71sjvk_master-storyteller-and-sales-copywriter-prompt raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-master-storyteller-and-sales-copywriter-prompt.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] sales and marketing strategy. I am the proprietor of a company with an in-house sheet metal manufacturing facility. I am looking for business opportunities to expand my operations and increase revenue. I am interested in lead generation, business dev source: https://prompts.chat/prompts/cmv0859sx0001l6049kz9kqye_sales-and-marketing-strategy raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-sales-and-marketing-strategy.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_email_gtm_outreach_agent. An end-to-end, multi-agent Streamlit app that automates B2B outreach using GPT-5 and Exa. It discovers relevant companies, finds the right contacts (Founder's Office, GTM/Sales leadership, Partnerships/BD, Product Market source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/ai_email_gtm_outreach_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-ai-email-gtm-outreach-ag.md license: Apache-2.0 needs_credentials: false, writes_external: false - [mcp] io.github.pooriaarab/agentic-campaign. Plan a social campaign calendar across brands and platforms. source: https://github.com/pooriaarab/agentic-campaign raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-pooriaarab-agentic-campaign.md license: MIT install: npx -y agentic-campaign needs_credentials: false, writes_external: false - [case] ai_seo_audit_team. The **AI SEO Audit Team** is an autonomous, multi-agent workflow built with Google ADK. It takes a webpage URL, crawls the live page, researches real-time SERP competition, and produces a polished, prioritized SEO optimi source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_seo_audit_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-seo-audit.md license: Apache-2.0 needs_credentials: false, writes_external: false - [workflow] brand-search-optimization. This recipe is an Agent Development Kit (ADK) multi-agent workflow that helps e-commerce brands optimize product titles for search visibility and recover zero/low-result retail queries using BigQuery and Gemini Computer source: https://github.com/google/adk-recipes/tree/main/contrib/python/brand-search-optimization raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-contrib-python-brand-search-optimization.md license: Apache-2.0 needs_credentials: false, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-social-media-manager description: Agent Academy course for Social and community (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/social-media-manager/ --- # Social and community · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/social-media-manager.json Skill pack: https://academy.incidental.site/packs/marketing/social-media-manager.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [template] Influencer Marketing Deal Desk. Prices and structures creator deals before you reply to the brand source: https://botsdots.site/templates/influencer-marketing-deal-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/j4jkqrRiTmFz64aiAWFgx needs_credentials: true, writes_external: false - [template] Replay. Turns a marketing brief into previewable video scenes and social cutdowns source: https://botsdots.site/templates/replay license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/4mICdo5bR2FyghKoOZve5 needs_credentials: false, writes_external: false - [template] Social Media. Queues the finished posts and pushes each one live at the right local hour source: https://botsdots.site/templates/social-media license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/4vmlCUGEy8sWSWsj2j5tz needs_credentials: false, writes_external: false - [template] Social Media Creator Bot. An AI creator assistant that thinks like a creator: ideas, hooks, scripts, post analysis, and collab proofing - turning concepts into content… source: https://botsdots.site/templates/social-media-creator-bot license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/gWaVjPTfktx831mfsXPcH needs_credentials: false, writes_external: true - [template] Social Media Manager. Studies your posting history, drafts when something noteworthy ships, and parks the post for you to publish. source: https://botsdots.site/templates/social-media-manager license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/s634cb1edf26493e86be2 needs_credentials: false, writes_external: true - [template] Social Media Tracker. Tracks social posts you care about and returns a short digest source: https://botsdots.site/templates/social-media-tracker license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/YLjJMkz_KjRyhihMYjt6N needs_credentials: true, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] image. When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI imag source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/image/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-image.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill image needs_credentials: false, writes_external: false - [skill] influencer-marketing. When the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals, briefing creators, disclosure compliance, and measuring ROI. Also use source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/influencer-marketing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-influencer-marketing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill influencer-marketing needs_credentials: false, writes_external: false - [skill] social. When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, or Facebook, or wants to do social listening and engagement triage. Also use when the user men source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/social/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-social.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill social needs_credentials: false, writes_external: false - [system-prompt] content-quality-editor. Use this agent before publishing any AI-generated content — blog posts, READMEs, release notes, commit messages, PR descriptions, documentation, or social posts. Strips AI writing patterns using unslop, then performs a f source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/content-quality-editor.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-08-business-product-content-quality-edi.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Comprehensive Digital Marketing Strategy for Fashion Brand. Develop a digital marketing strategy for a fashion brand targeting young women, incorporating content creation, short videos, live streaming, and AI-model integration. source: https://prompts.chat/prompts/cmjpusher000elj04qoply1t3_comprehensive-digital-marketing-strategy-for-fashion-brand raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-comprehensive-digital-marketing-strategy-for-fashion-brand.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Content Creation Prompts for E-commerce and Social Platforms. 为电商平台和社交媒体（如抖音、小红书）创建高效的内容创作提示词，帮助用户有效推广产品和服务。 source: https://prompts.chat/prompts/cmjgof96g0007kw04swjw2j4j_content-creation-prompts-for-e-commerce-and-social-platforms raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-content-creation-prompts-for-e-commerce-and-social-platforms.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Create Marketing Videos for Magnifiscentss. Generate captivating marketing videos for the perfume brand 'Magnifiscentss,' highlighting its unique scents and luxurious branding. source: https://prompts.chat/prompts/cmqdswzwv0001l504h8hxh0of_create-marketing-videos-for-magnifiscentss raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-create-marketing-videos-for-magnifiscentss.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] LinkedIn Ghostwriter. With advancement in models (LLMs), this prompt need to be updated too to generate better and personalize results. source: https://prompts.chat/prompts/cmj1zb2a700novl0rabkdkpoi_linkedin-ghostwriter raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-linkedin-ghostwriter.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Market plan. Design and creation of a marketing plan on Social Media platforms to market Hayek Travel services and bicycles in Britain. The target segment is Gulf students and Arab tourists. source: https://prompts.chat/prompts/cmtyrl7mg000aky04lre5m0f1_market-plan raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-market-plan.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] New Year Celebration Video for Antioch Textile. Create an engaging New Year celebration video for Antioch Textile's Instagram story in English, focusing on festive visuals and messaging. source: https://prompts.chat/prompts/cmjo672nn000el504bla7l5ov_new-year-celebration-video-for-antioch-textile raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-new-year-celebration-video-for-antioch-textile.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Pest Control Social Media Content Calendar. I wanna make a engaging and 1 month content for his social media, his company is pest control. Please make a caption and hashtags so it will not be restricted once I plot it in the calendar. source: https://prompts.chat/prompts/cmv7lqjkr0001l206gdc38oew_pest-control-social-media-content-calendar raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-pest-control-social-media-content-calendar.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Senior Crypto Yapper & Community Strategist. Act as a Senior Crypto Yapper and Community Strategist to craft viral narratives and foster high-retention discussions in crypto communities on X (Twitter), Discord, and Telegram. source: https://prompts.chat/prompts/cmjjetvss0001jy04pwf5d6c6_senior-crypto-yapper-community-strategist raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-senior-crypto-yapper-community-strategist.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Social Media Manager. I want you to act as a social media manager. You will be responsible for developing and executing campaigns across all relevant platforms, engage with the audience by responding to questions and comments, monitor convers source: https://prompts.chat/prompts/cmj1zb1gf00a0vl0rg9bwbmfh_social-media-manager raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-social-media-manager.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Social Media Post Analyzer. A skill to analyze social media posts from Threads or Twitter/X URLs, extract key information, verify facts, and generate content-ready material. source: https://prompts.chat/prompts/cmq89qfo80001kz04hq3h6out_social-media-post-analyzer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-social-media-post-analyzer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Vechicle Spareparts In sri lanka. spare parts sales company marketing video in sri lanka source: https://prompts.chat/prompts/cmtto3lub0004jq048mus1e5j_vechicle-spareparts-in-sri-lanka raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-vechicle-spareparts-in-sri-lanka.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_email_gtm_outreach_agent. An end-to-end, multi-agent Streamlit app that automates B2B outreach using GPT-5 and Exa. It discovers relevant companies, finds the right contacts (Founder's Office, GTM/Sales leadership, Partnerships/BD, Product Market source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/ai_email_gtm_outreach_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-ai-email-gtm-outreach-ag.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] ai_seo_audit_team. The **AI SEO Audit Team** is an autonomous, multi-agent workflow built with Google ADK. It takes a webpage URL, crawls the live page, researches real-time SERP competition, and produces a polished, prioritized SEO optimi source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_seo_audit_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-seo-audit.md license: Apache-2.0 needs_credentials: false, writes_external: false - [workflow] brand-search-optimization. This recipe is an Agent Development Kit (ADK) multi-agent workflow that helps e-commerce brands optimize product titles for search visibility and recover zero/low-result retail queries using BigQuery and Gemini Computer source: https://github.com/google/adk-recipes/tree/main/contrib/python/brand-search-optimization raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-contrib-python-brand-search-optimization.md license: Apache-2.0 needs_credentials: false, writes_external: false - [mcp] Mailchimp MCP server. Mailchimp campaign management over the Mailchimp Marketing API v3. Draft, test, and send email campaigns, manage audiences and subscribers, and review post-send analytics from any MCP client, with optional local image an source: https://github.com/cyanheads/mailchimp-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/cyanheads-mailchimp-mcp-server.md license: Apache-2.0 install: see README; needs Mailchimp API key; can SEND campaigns (write access) needs_credentials: true, writes_external: true ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: marketing-marketing-manager description: Agent Academy course for Marketing manager (Marketing). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/marketing/marketing-manager/ --- # Marketing manager · Marketing Goal: Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved. Permissions: Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/marketing/marketing-manager.json Skill pack: https://academy.incidental.site/packs/marketing/marketing-manager.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. - [plugin] Marketing plugin (Anthropic knowledge-work-plugins). A marketing plugin primarily designed for [Cowork](https://claude.com/product/cowork), Anthropic's agentic desktop application — though it also works in Claude Code. Content creation, campaign planning, brand voice manag source: https://github.com/anthropics/knowledge-work-plugins/tree/main/marketing raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-marketing.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] SEO & AEO Desk. Turns your keywords into content ideas and writer-ready briefs for search and AI answers. Works from a pasted keyword list or your Search Console. source: https://botsdots.site/templates/seo-aeo-desk license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/0IhyZWxwbf2cFmsmroZQL needs_credentials: false, writes_external: false - [template] Market Researcher. Monitors your competitors' public websites, ads, marketing, pricing, and positioning on a standing cadence source: https://botsdots.site/templates/market-researcher license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/xzkXiUbdYfPd7g30OhLGf needs_credentials: false, writes_external: false - [template] Project Manager. Marketing project manager that coordinates research, positioning, landing pages, ads source: https://botsdots.site/templates/project-manager license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/AMa1ig4YyoxfYtWFe7PLi needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] campaign-plan. Generate a full campaign brief with objectives, audience, messaging, channel strategy, content calendar, and success metrics. Use when planning a product launch, lead-gen push, or awareness campaign, when you need a week source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/campaign-plan/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-campaign-plan-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill campaign-plan needs_credentials: false, writes_external: false - [skill] ads. When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campa source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ads/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-ads-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ads needs_credentials: false, writes_external: false - [skill] ai-seo. When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generati source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ai-seo/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-ai-seo-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ai-seo needs_credentials: false, writes_external: false - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] ai_email_gtm_outreach_agent. An end-to-end, multi-agent Streamlit app that automates B2B outreach using GPT-5 and Exa. It discovers relevant companies, finds the right contacts (Founder's Office, GTM/Sales leadership, Partnerships/BD, Product Market source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/ai_email_gtm_outreach_agent raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-ai-email-gtm-outreach-ag.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] ai_seo_audit_team. The **AI SEO Audit Team** is an autonomous, multi-agent workflow built with Google ADK. It takes a webpage URL, crawls the live page, researches real-time SERP competition, and produces a polished, prioritized SEO optimi source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_seo_audit_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-seo-audit.md license: Apache-2.0 needs_credentials: false, writes_external: false - [workflow] brand-search-optimization. This recipe is an Agent Development Kit (ADK) multi-agent workflow that helps e-commerce brands optimize product titles for search visibility and recover zero/low-result retail queries using BigQuery and Gemini Computer source: https://github.com/google/adk-recipes/tree/main/contrib/python/brand-search-optimization raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/google-adk-recipes-contrib-python-brand-search-optimization.md license: Apache-2.0 needs_credentials: false, writes_external: false - [mcp] Mailchimp MCP server. Mailchimp campaign management over the Mailchimp Marketing API v3. Draft, test, and send email campaigns, manage audiences and subscribers, and review post-send analytics from any MCP client, with optional local image an source: https://github.com/cyanheads/mailchimp-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/cyanheads-mailchimp-mcp-server.md license: Apache-2.0 install: see README; needs Mailchimp API key; can SEND campaigns (write access) needs_credentials: true, writes_external: true ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] analytics. When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters, source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/coreyhaines31-marketingskills-skills-analytics-skill-md.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill analytics needs_credentials: false, writes_external: false - [skill] performance-report. Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel sum source: https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill performance-report needs_credentials: false, writes_external: false - [skill] ab-testing. When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-ab-testing.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill ab-testing needs_credentials: false, writes_external: false - [skill] attribution. When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribu source: https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-attribution.md license: MIT install: npx skills add coreyhaines31/marketingskills --skill attribution needs_credentials: false, writes_external: false - [system-prompt] business-analyst. Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for busines source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-agents-business-analyst.md license: MIT needs_credentials: false, writes_external: false - [skill] data-storytelling. Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations. source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-data-storytelling.md license: MIT install: npx skills add wshobson/agents --skill data-storytelling needs_credentials: false, writes_external: false - [skill] kpi-dashboard-design. Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC r source: https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design.md license: MIT install: npx skills add wshobson/agents --skill kpi-dashboard-design needs_credentials: false, writes_external: false - [system-prompt] Apple Store ASO Expert Guide. Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines. source: https://prompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-store-aso-expert-guide.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] Every claim in the copy can be traced to a source the owner gave you or a public page you link. - [ ] Campaigns name one audience, one offer and one primary metric before any copy is written. - [ ] SEO work starts from real search data or a stated assumption, never invented volumes. - [ ] Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval. - [ ] Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it. - [ ] Reports show numbers with their source and date; no fake-precise figures. - [ ] Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: design-ui-designer description: Agent Academy course for UI designer (Design). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/design/ui-designer/ --- # UI designer · Design Goal: Learn to design an interface that does not look templated: pick one style from UI Hub, follow design skills, build, and verify with four screenshots. Permissions: Mostly read-only. Figma/Canva MCP servers need tokens; skills are text you can read. Installing a skill writes files into the project; ask first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/ui-designer.json Skill pack: https://academy.incidental.site/packs/design/ui-designer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 「先出设计方案再写代码」Prompt（@Voxyz_ai）. 受众/目标 → 4–6 个色 token → 字体 → ASCII 线框 → 1 个标志元素；完成后桌面 + 手机截图对照 DESIGN.md source: https://x.com/i/status/2087178102505926740 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 10 个 UI Skills 实测 + 安全提醒（@Ryan95322865）. 动效控制在 300ms 内；约三分之一 Skills 有安全问题，装前先读 SKILL.md source: https://x.com/i/status/2077328569219604814 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 2026 产品设计师工作流（@dianne_alter）. 产品上下文 → Mobbin + Paper / Claude Code 原型 → Figma 组件进 Storybook → Agent 审查 source: https://x.com/i/status/2088261777758851497 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 8pt Grid（spec.fm）. 8 点栅格间距体系的经典讲解 source: https://spec.fm/specifics/8-pt-grid license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] AI × Design Weekly（Jason Cyr）. 每周 AI × 设计动态：Figma MCP、Codex ↔ Figma、设计系统 Skills source: https://jasoncyr.substack.com/p/ai-design-weekly-issue-005 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] AI slop 成因与破解（@dashiAIxz）. 约束不够就趋同；用随机数打破、给参考图、首尾帧生视频做 Landing source: https://x.com/i/status/2095715594368860421 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Airbnb DLS（Karri Saarinen 复盘）. Airbnb DLS 不公开；主导者亲自讲怎么搭跨端组件体系 source: https://karrisaarinen.com/dls/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] animations.dev. Emil 的网页动效系统课（付费） source: https://animations.dev license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Atomic Design（Brad Frost 免费全书）. 原子、分子、组织的组件分层方法论 source: https://atomicdesign.bradfrost.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Claude Design vs Figma MCP（@dotey 宝玉）. 直出 HTML 原型 vs 操作 Figma 文件；不是设计师优先选 Claude Design source: https://x.com/i/status/2102509523684479377 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Claude Design 设计师 Nate Parrott 的 6 条用法（@mylifcc）. 中文整理：大多数人一开始就用错了 Claude Design source: https://x.com/i/status/2104441471948496967 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Design Engineer Stack 101（@SataEricUX）. 给设计师 / PM 讲清 React、Next、TS、Prisma 各管什么 source: https://x.com/i/status/2094659988971261998 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Designlab：Vibe Coding Camp. 4 周：Claude Code + Figma MCP + Supabase + Vercel source: https://designlab.com/advanced/vibe-coding-course license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Emil Kowalski Skills 中文全解（@pengchujin）. apple-design、animate、review-animations 各干什么，什么时候不该加动画 source: https://x.com/i/status/2101578929786228924 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Emil Kowalski：7 个动效实用技巧. Sonner、Vaul 作者写的 UI 动效手感要点 source: https://emilkowal.ski/ui/7-practical-animation-tips license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] Figma 官方 Variables 指南. 在 Figma 里落地 token 和模式（明暗、品牌） source: https://help.figma.com/hc/en-us/articles/15339657135383-Guide-to-variables-in-Figma license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. Pick ONE visual direction from UI Hub (https://ui.incidental.site/api/resources.json, field `vs`). Write down 2-4 reference previews and the clusters you rejected. Clusters and item counts in this course: - minimal: 316 items - motion: 60 items - enterprise: 37 items - dark-tech: 27 items - editorial: 25 items - 3d: 21 items - gradient: 18 items - playful: 17 items - soft: 15 items - swiss: 13 items - apple: 12 items - material: 11 items - skeuomorphic: 8 items - utilitarian: 7 items - brutalist: 6 items - glass: 5 items - fluent: 3 items - retro: 2 items - industrial: 1 items - neumorphism: 1 items First case to read: how this site was designed by an agent: https://academy.incidental.site/cases/agent-academy-build/ (raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md) - [design-system] Apple Human Interface Guidelines. Apple's platform design guidance: foundations, patterns, components, inputs, technologies. source: https://developer.apple.com/design/human-interface-guidelines license: Apple terms; link only needs_credentials: false, writes_external: false - [style-library] UI Hub (Incidental AI UI resource hub) — llms.txt / api. Curated multilingual directory of ~2,391 public UI resources with visual-style (vs) facets, design KB (specs, skills), JSON endpoints and a recommended design-skill workflow. source: https://ui.incidental.site/llms.txt license: aggregator; per-item license needs_credentials: false, writes_external: false - [plugin] Design plugin (knowledge-work-plugins). A design productivity plugin primarily designed for Cowork, Anthropic's agentic desktop application — though it also works in Claude Code. Helps with design critique, system management, UX writing, accessibility, researc source: https://github.com/anthropics/knowledge-work-plugins/tree/main/design raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false - [template] figma bro. A design partner that works inside Figma, not around it source: https://botsdots.site/templates/figma-bro license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/VHMdjIGjGpgDSJR7dW6Gz needs_credentials: true, writes_external: false - [template] Idle Tees Designer. Visual/UX designer for idle/incremental games. Owns drones look, landscape/background, VFX, UI polish, and readable hierarchy while protecting source: https://botsdots.site/templates/idle-tees-designer license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/ogAh6MiV-0HAhp9wbHMTS needs_credentials: false, writes_external: true - [template] Music Video. Generates a track from your lyrics, syncs every line to the beat, and renders kinetic-typography visuals into a draft music video source: https://botsdots.site/templates/music-video license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/1Et06G_Q820_RNat-_0tQ needs_credentials: false, writes_external: false - [template] Spruce. Send a photo of a room to clean out or redecorate and get a concept after mockup plus easy step-by-step instructions source: https://botsdots.site/templates/spruce license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/NVpdpaSAKHtd1qH6VH9vc needs_credentials: false, writes_external: false - [template] Photomosaic. Builds 3-panel X photomosaics in Figma from a reference post plus background and hero assets. On-demand design ops — drop a post and get export-ready panels source: https://botsdots.site/templates/photomosaic license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/dYpPe1PCZv2WJDVTYDwhc needs_credentials: true, writes_external: false - [style-library] 21st.dev. 社区组件市场 source: https://21st.dev/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] 21st.dev AI 聊天组件合集. 248 个以上社区组件 source: https://21st.dev/community/components/s/ai-chat license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] 404s. 专收 404 页面 source: https://www.404s.design license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] 8bitcn/ui. Pixel-art 8-bit take on shadcn components for games and retro sites. source: https://8bitcn.com license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] A/B Test Design. 真实 A/B 测试前后对比，学「哪个版本赢了」 source: https://abtest.design license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] agentic-design.ai. 智能体设计模式 source: https://agentic-design.ai/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] AI Elements（Vercel）. Vercel 官方 AI 组件 source: https://ai-sdk.dev/elements license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] aicss. AI 智能体聊天组件（@tranmautritam） source: https://aicss.dev license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] aiverse. 200 多个海外 AI 产品交互案例 source: https://www.aiverse.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Angular Material. Angular 官方 Material 组件 source: https://material.angular.dev/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Ant Design. 蚂蚁中后台组件库，60+ 组件，表格表单极强 source: https://ant.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Ant Design Mobile. 蚂蚁移动端组件库 source: https://mobile.ant.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Ant Design X（蚂蚁）. 专门做 AI 界面 source: https://x.ant.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] AntV G2. 蚂蚁可视化语法，几十种图表 source: https://g2.antv.antgroup.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] algorithmic-art. Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. C source: https://github.com/anthropics/skills/blob/main/skills/algorithmic-art/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-skills-skills-algorithmic-art.md license: Apache-2.0 install: npx skills add anthropics/skills --skill algorithmic-art needs_credentials: false, writes_external: false - [skill] canvas-design. Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs source: https://github.com/anthropics/skills/blob/main/skills/canvas-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-skills-skills-canvas-design.md license: Apache-2.0 install: npx skills add anthropics/skills --skill canvas-design needs_credentials: false, writes_external: false - [skill] banner-design. Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with optional generated or supplied visuals. Actions: design, create, generate banner. Platforms: Facebook, source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/banner-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-banner-design.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill banner-design needs_credentials: false, writes_external: false - [skill] mobile-native. Make a web app feel native on a phone — the small CSS and meta-tag fixes that separate "a website in a browser" from something that feels installed. Covers sticky hover states, tap highlight flashes, the 100vh bug, input source: https://github.com/emilkowalski/skills/blob/main/skills/mobile-native/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-mobile-native.md license: MIT install: npx skills add emilkowalski/skills --skill mobile-native needs_credentials: false, writes_external: false - [skill] mobile-android-design. Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Google's Material Design guidelines. source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/mobile-android-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-mobile-android-design.md license: MIT install: npx skills add wshobson/agents --skill mobile-android-design needs_credentials: false, writes_external: false - [skill] mobile-ios-design. Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Apple's design principles. source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/mobile-ios-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-mobile-ios-design.md license: MIT install: npx skills add wshobson/agents --skill mobile-ios-design needs_credentials: false, writes_external: false - [skill] responsive-design. Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, implementing fluid layouts, or creating component-le source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/responsive-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-responsive-design.md license: MIT install: npx skills add wshobson/agents --skill responsive-design needs_credentials: false, writes_external: false - [system-prompt] Kickstart Prompt for Web UX & UI Design. A prompt to kick start a web design project. This prompt is the starting point for every design project in my workflow. source: https://prompts.chat/prompts/cmmnb9dxg0001l8047jcrujr5_kickstart-prompt-for-web-ux-ui-design raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-kickstart-prompt-for-web-ux-ui-design.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Excel Data to Figma Presentation Designer. Transform your weekly Excel data into a sleek, readable, and aesthetically pleasing Figma presentation format. source: https://prompts.chat/prompts/cmjrggy0h0001jx04fiyxm5yj_excel-data-to-figma-presentation-designer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-excel-data-to-figma-presentation-designer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Make UI/UX better of an already Created Application. Generate a comprehensive, actionable development plan to enhance the existing web application. source: https://prompts.chat/prompts/cmmk64mqt000hjv04p6gpiiti_make-uiux-better-of-an-already-created-application raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-make-uiux-better-of-an-already-created-application.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] UI Designer Role. Act as a UI Designer to create intuitive and visually appealing user interfaces. source: https://prompts.chat/prompts/cmjffc2my0001js04kskcgjiw_ui-designer-role raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-ui-designer-role.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] UX/UI Developer. I want you to act as a UX/UI developer. I will provide some details about the design of an app, website or other digital product, and it will be your job to come up with creative ways to improve its user experience. This source: https://prompts.chat/prompts/cmj1zb14o003pvl0resywfieo_uxui-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-uxui-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Web Design. I want you to act as a web design consultant. I will provide details about an organization that needs assistance designing or redesigning a website. Your role is to analyze these details and recommend the most suitable i source: https://prompts.chat/prompts/cmj26y5ci0001u80rkksgnrdm_web-design raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-web-design.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] change home page desgin for blog and documentation platorm. change home page desgin which contain header bar,tags,blog cards and docs card , give better ui design source: https://prompts.chat/prompts/cmm51bp2p0001jp046bwjorxw_change-home-page-design-for-blog-and-documentation-platform raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-change-home-page-design-for-blog-and-documentation-platform.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Generate a Plan for Building the Best UI/UX. Generate a comprehensive, actionable development plan for building a responsive web application. source: https://prompts.chat/prompts/cmmk5uygc0001jv04g4yuguhi_generate-a-plan-for-building-the-best-uiux raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-generate-a-plan-for-building-the-best-uiux.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Rustic Farm Logo Design. I'm looking for a talented designer to create a rustic-style farm logo for my brand. R Lucky Star Farm source: https://prompts.chat/prompts/cmug1en4j0001i904qunedjs2_rustic-farm-logo-design raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-rustic-farm-logo-design.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Tistory Blog Skin UI/UX Enhancement Pipeline. Tistory Poster 스킨 기반 블로그의 UI/UX를 프로페셔널 수준으로 개선하는 구조화된 프롬프트. inpa.tistory.com 레퍼런스 기반. source: https://prompts.chat/prompts/cmmlkcl380005l604a6fmy1h3_tistory-blog-skin-uiux-enhancement-pipeline raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-tistory-blog-skin-uiux-enhancement-pipeline.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Web Design Consultant. I want you to act as a web design consultant. I will provide you with details related to an organization needing assistance designing or redeveloping their website, and your role is to suggest the most suitable interface source: https://prompts.chat/prompts/cmj1zb17l005avl0rn2t38f1q_web-design-consultant raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-web-design-consultant.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] How this site was designed (Agent Academy design record). source: https://academy.incidental.site/cases/agent-academy-build/. raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md - [workflow] UI Hub skills.json (recommended design workflow). Workflow: pick ONE direction skill (frontend-design or taste-skill) → search resources by style/kind → build with emil-design-eng → audit with impeccable + web-design-guidelines + accessibility → verify in browser light+ source: https://ui.incidental.site/api/skills.json license: aggregator needs_credentials: false, writes_external: false - [case] Multimodal Design Agent Team. A Streamlit application that provides comprehensive design analysis using a team of specialized AI agents powered by Google's Gemini model. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-multimodal-d.md license: Apache-2.0 needs_credentials: false, writes_external: false - [mcp] io.github.GLips/Figma-Context-MCP. Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. source: https://github.com/GLips/Figma-Context-MCP raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-glips-figma-context-mcp.md license: MIT install: npx -y figma-developer-mcp needs_credentials: true, writes_external: false - [mcp] Figma MCP Server. The Figma MCP server brings Figma design context directly into your AI workflow. source: https://github.com/figma/mcp-server-guide license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.figma.com/mcp needs_credentials: true, writes_external: false - [mcp] io.github.TranHoaiHung/figma-ui-mcp. Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back source: https://github.com/TranHoaiHung/figma-ui-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-tranhoaihung-figma-ui-mcp.md license: MIT install: npx -y figma-ui-mcp needs_credentials: false, writes_external: false - [mcp] Keyline Icons. Search Keyline Icons by name and get any icon's SVG source or React import. No key, no network. source: https://github.com/keyline-icons/keyline-icons raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-keylineicons-mcp.md license: MIT install: npx -y @keyline-icons/mcp needs_credentials: false, writes_external: false - [mcp] com.webflow/mcp. AI-powered design and management for Webflow Sites source: https://github.com/webflow/mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-com-webflow-mcp.md license: MIT install: remote (streamable-http): https://mcp.webflow.com/mcp needs_credentials: true, writes_external: true - [mcp] Illustrator MCP Server. Drive Adobe Illustrator from any MCP client: artwork, type, colour, effects, data and export. source: https://github.com/zachshallbetter/adobe-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-zachshallbetter-adobe-mcp-illustrator.md license: MIT install: npx -y adobe-mcp-illustrator needs_credentials: true, writes_external: false - [mcp] io.github.neozhehan/figma-edit-mcp. Programmatically read, create, and modify Figma designs via MCP. source: https://github.com/neozhehan/figma-edit-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-neozhehan-figma-edit-mcp.md license: MIT install: npx -y figma-edit-mcp needs_credentials: false, writes_external: true - [mcp] Figma MCP Server. A local MCP server with full Figma REST API coverage. source: https://github.com/planetabhi/figma-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-planetabhi-figma-mcp-server.md license: MIT install: npx -y figma-mcp-server needs_credentials: true, writes_external: false - [mcp] figmanage. Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding, and cleanup. source: https://github.com/dannykeane/figmanage raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-dannykeane-figmanage.md license: MIT install: npx -y figmanage needs_credentials: false, writes_external: true - [mcp] io.github.felixAnhalt/Figma-Context-MCP. LLM-optimized Figma MCP server. source: https://github.com/felixAnhalt/figma-to-code-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-felixanhalt-figma-context-mcp.md license: MIT install: npx -y @tmegit/figma-developer-mcp needs_credentials: true, writes_external: false - [mcp] io.github.cmd8/excalidraw-mcp. Model Context Protocol server for Excalidraw diagrams. source: https://github.com/cmd8/excalidraw-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-cmd8-excalidraw-mcp.md license: MIT install: npx -y @cmd8/excalidraw-mcp needs_credentials: false, writes_external: false - [mcp] io.github.debu-sinha/excalidraw. Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools source: https://github.com/debu-sinha/excalidraw-mcp-server raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-debu-sinha-excalidraw.md license: MIT install: npx -y excalidraw-mcp-server needs_credentials: false, writes_external: false - [mcp] Figma MCP Server. MCP server enabling AI assistants to interact with Figma designs via natural language commands source: https://github.com/oabolade/figma_mcp_server_actor raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-oabolade-figma-mcp-server-actor.md license: ISC install: npx -y @oabolade-pegasus/figma-mcp-server needs_credentials: true, writes_external: false - [mcp] figma-vault. Figma designs pulled once into a local vault; AI agents read them offline with no rate limits source: https://github.com/NBhey/figma-vault raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-nbhey-figma-vault.md license: MIT install: npx -y figma-vault needs_credentials: false, writes_external: false - [mcp] io.github.compassalessandrolorenz/Figma-Context-MCP-AIR. Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam. source: https://github.com/compassalessandrolorenz/Figma-Context-MCP-AIR raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-compassalessandrolorenz-figma-context-mcp-air.md license: MIT install: npx -y figma-context-mcp-air needs_credentials: true, writes_external: false - [tool] 21st-dev/magic-mcp. 在 Cursor 里调用 1 万+ React / Tailwind 组件（21st 的 MCP） source: https://github.com/21st-dev/magic-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/uihub-ued-magic-mcp.md license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tool] 3Dicons. 免费 3D 图标 source: https://3dicons.co license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tool] Adobe Leonardo. 按对比度生成无障碍色阶，Adobe 开源 source: https://leonardocolor.io/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tool] Agentation. 在界面上直接标注问题，生成说明给编程 Agent（@tranmautritam） source: https://agentation.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [mcp] All SVG Icons. Search and fetch SVG icons from 250,000+ icons across 200+ open-source icon sets. source: https://allsvgicons.com/mcp/ license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://i.allsvgicons.com/mcp needs_credentials: true, writes_external: false - [mcp] Andorra public sources. Andorra public data: BOPA bulletin, statistics, maps, e-tramits procedures and govern.ad pages source: https://github.com/joalavedra/andorra-fonts-publiques raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-joalavedra-andorra-fonts-publiques.md license: CC0-1.0 install: uvx fonts-andorra needs_credentials: false, writes_external: false - [tool] Bolt. 对话生成应用，可在线改代码 source: https://bolt.cello.so/ByQ3siiRkMz license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] impeccable. Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing page source: https://github.com/pbakaus/impeccable/blob/main/.claude/skills/impeccable/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/pbakaus-impeccable-claude-skills-impeccable-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [skill] web-design-guidelines. Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". source: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md license: NONE (no license file; GitHub API license=null) needs_credentials: false, writes_external: false - [standard] WCAG 2.2 (W3C Recommendation). Web Content Accessibility Guidelines 2.2: testable success criteria for accessible web content. source: https://www.w3.org/TR/WCAG22/ license: W3C Document License; link + quote with attribution needs_credentials: false, writes_external: false - [skill] ui-styling. Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-styling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-styling.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-styling needs_credentials: false, writes_external: false - [skill] ui-ux-pro-max. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-ux-pro-max/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-ux-pro-max.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max needs_credentials: false, writes_external: false - [skill] break-ui. Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it b source: https://github.com/emilkowalski/skills/blob/main/skills/break-ui/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-break-ui.md license: MIT install: npx skills add emilkowalski/skills --skill break-ui needs_credentials: false, writes_external: false - [skill] accessibility-compliance. Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/accessibility-compliance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-accessibility-compliance.md license: MIT install: npx skills add wshobson/agents --skill accessibility-compliance needs_credentials: false, writes_external: false - [system-prompt] accessibility-expert. Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/accessibility-expert.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-accessibility-expert.md license: MIT needs_credentials: false, writes_external: false - [skill] screen-reader-testing. Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-screen-reader-testing.md license: MIT install: npx skills add wshobson/agents --skill screen-reader-testing needs_credentials: false, writes_external: false - [skill] wcag-audit-patterns. Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design pattern source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-wcag-audit-patterns.md license: MIT install: npx skills add wshobson/agents --skill wcag-audit-patterns needs_credentials: false, writes_external: false - [skill] accessibility-review. Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast, keyboard navigation, touch target size, o source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/accessibility-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-accessibility-review.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill accessibility-review needs_credentials: false, writes_external: false - [skill] design-critique. Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feed source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-critique/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-critique.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-critique needs_credentials: false, writes_external: false - [skill] ux-copy. Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, fi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/ux-copy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-ux-copy.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ux-copy needs_credentials: false, writes_external: false - [system-prompt] ui-ux-tester. Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/ui-ux-tester.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-04-quality-security-ui-ux-tester.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer. Act as an elite frontend development specialist with deep expertise in modern JavaScript frameworks, responsive design, and user interface implementation. Your role encompasses designing reusable components, optimizing p source: https://prompts.chat/prompts/cmkb4dsp20009l404yrtmh4a4_frontend-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer Skill. This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript fra source: https://prompts.chat/prompts/cmjhdytu00001jm04yooccuhl_frontend-developer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer-skill.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] One visual direction was picked from UI Hub, with 2-4 named reference previews and the reasons; rejected clusters are written down. - [ ] A token sheet exists (4-6 colours with hex, type roles, radius scale, one card padding) before any CSS. - [ ] Long links, repo paths and commands wrap (overflow-wrap:anywhere) and never overflow a card. - [ ] All cards of a kind share the same padding and align their actions. - [ ] Text and controls pass WCAG 2.2 AA contrast in light and dark; keyboard focus is visible. - [ ] Motion uses transform/opacity only, has one orchestrated moment per page, and honours prefers-reduced-motion. - [ ] Four screenshots were checked: desktop 1440 and mobile 390, each in light and dark. - [ ] Lighthouse (or an equivalent audit) was run and every accessibility issue fixed. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: design-design-engineer description: Agent Academy course for Design engineer (Design). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/design/design-engineer/ --- # Design engineer · Design Goal: Learn to design an interface that does not look templated: pick one style from UI Hub, follow design skills, build, and verify with four screenshots. Permissions: Mostly read-only. Figma/Canva MCP servers need tokens; skills are text you can read. Installing a skill writes files into the project; ask first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/design-engineer.json Skill pack: https://academy.incidental.site/packs/design/design-engineer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 「先出设计方案再写代码」Prompt（@Voxyz_ai）. 受众/目标 → 4–6 个色 token → 字体 → ASCII 线框 → 1 个标志元素；完成后桌面 + 手机截图对照 DESIGN.md source: https://x.com/i/status/2087178102505926740 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 10 个 UI Skills 实测 + 安全提醒（@Ryan95322865）. 动效控制在 300ms 内；约三分之一 Skills 有安全问题，装前先读 SKILL.md source: https://x.com/i/status/2077328569219604814 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 2026 产品设计师工作流（@dianne_alter）. 产品上下文 → Mobbin + Paper / Claude Code 原型 → Figma 组件进 Storybook → Agent 审查 source: https://x.com/i/status/2088261777758851497 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 8pt Grid（spec.fm）. 8 点栅格间距体系的经典讲解 source: https://spec.fm/specifics/8-pt-grid license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. Pick ONE visual direction from UI Hub (https://ui.incidental.site/api/resources.json, field `vs`). Write down 2-4 reference previews and the clusters you rejected. Clusters and item counts in this course: - minimal: 316 items - motion: 60 items - enterprise: 37 items - dark-tech: 27 items - editorial: 25 items - 3d: 21 items - gradient: 18 items - playful: 17 items - soft: 15 items - swiss: 13 items - apple: 12 items - material: 11 items - skeuomorphic: 8 items - utilitarian: 7 items - brutalist: 6 items - glass: 5 items - fluent: 3 items - retro: 2 items - industrial: 1 items - neumorphism: 1 items First case to read: how this site was designed by an agent: https://academy.incidental.site/cases/agent-academy-build/ (raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md) - [template] Framecraft. Builds and cleans Figma frames for product designers: library components, CSS-style autolayout, pixel-accurate spacing from inspected properties. Keeps source: https://botsdots.site/templates/framecraft license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/rT68Jw98kUdeABmvFobN5 needs_credentials: true, writes_external: false - [design-system] Apple Human Interface Guidelines. Apple's platform design guidance: foundations, patterns, components, inputs, technologies. source: https://developer.apple.com/design/human-interface-guidelines license: Apple terms; link only needs_credentials: false, writes_external: false - [design-system] Material Design 3. Google's open-source design system: foundations, styles (color, typography, motion), components. source: https://m3.material.io/ license: Google site terms; link only needs_credentials: false, writes_external: false - [style-library] UI Hub (Incidental AI UI resource hub) — llms.txt / api. Curated multilingual directory of ~2,391 public UI resources with visual-style (vs) facets, design KB (specs, skills), JSON endpoints and a recommended design-skill workflow. source: https://ui.incidental.site/llms.txt license: aggregator; per-item license needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] frontend-design. Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults. source: https://github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-skills-skills-frontend-design-skill-md.md license: Apache-2.0 (per-skill LICENSE.txt; docx/pdf/pptx/xlsx are source-available, excluded) install: npx skills add anthropics/skills --skill frontend-design needs_credentials: false, writes_external: false - [skill] web-artifacts-builder. Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or s source: https://github.com/anthropics/skills/blob/main/skills/web-artifacts-builder/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-skills-skills-web-artifacts-builder.md license: Apache-2.0 install: npx skills add anthropics/skills --skill web-artifacts-builder needs_credentials: false, writes_external: false - [skill] brandkit. Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinematic, editorial, dark-tech, luxury, cultu source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/brandkit/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-brandkit.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill brandkit needs_credentials: false, writes_external: false - [skill] design-taste-frontend. tasteskill v2, the anti-slop frontend skill. Art direction for websites, distilled from a study of 247 curated gallery sites (One Page Love, Awwwards Sites of the Day). Deals researched directions (idea, composition, typ source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/taste-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-taste-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill taste-skill needs_credentials: false, writes_external: false - [skill] design-taste-frontend-v1. The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2), which is a new skill. Use this v1 install name only if you need exact backward com source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/taste-skill-v1/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-taste-skill-v1.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill taste-skill-v1 needs_credentials: false, writes_external: false - [skill] design-taste-frontend-v2-experimental. Old v2 (experimental) of taste-skill, the single-file dial-driven version, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2). Use this install name only if you ne source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/taste-skill-v2-experimental/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-taste-skill-v2-experimental.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill taste-skill-v2-experimental needs_credentials: false, writes_external: false - [skill] full-output-enforcement. Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output. source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/output-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-output-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill output-skill needs_credentials: false, writes_external: false - [skill] gpt-taste. Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6-line wraps), gapless bento grids, strict GSAP Scro source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/gpt-tasteskill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-gpt-tasteskill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill gpt-tasteskill needs_credentials: false, writes_external: false - [skill] high-end-visual-design. Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look che source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/soft-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-soft-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill soft-skill needs_credentials: false, writes_external: false - [skill] image-to-code. Elite website image-to-code skill for Codex. For visually important web tasks, it must first generate the design image(s) itself, deeply analyze them, then implement the website to match them as closely as possible. In C source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/image-to-code-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-image-to-code-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill image-to-code-skill needs_credentials: false, writes_external: false - [skill] imagegen-frontend-mobile. Elite mobile app image-generation skill for creating premium, app-native screen concepts and flows. Designed for iOS, Android, and cross-platform mobile products. Prioritizes clean hierarchy, comfortably readable text, s source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/imagegen-frontend-mobile/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-imagegen-frontend-mobile.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill imagegen-frontend-mobile needs_credentials: false, writes_external: false - [skill] imagegen-frontend-web. Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RULE — generate ONE separate horizontal image FOR EVERY section. A landing page with 8 sections pro source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/imagegen-frontend-web/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-imagegen-frontend-web.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill imagegen-frontend-web needs_credentials: false, writes_external: false - [skill] industrial-brutalist-ui. Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradation effects. For data-heavy dashboards, portfolios, source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/brutalist-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-brutalist-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill brutalist-skill needs_credentials: false, writes_external: false - [skill] minimalist-ui. Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows. source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/minimalist-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-minimalist-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill minimalist-skill needs_credentials: false, writes_external: false - [skill] redesign-existing-projects. Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/redesign-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-redesign-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill redesign-skill needs_credentials: false, writes_external: false - [skill] stitch-design-taste. Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, source: https://github.com/Leonxlnx/taste-skill/blob/main/skills/stitch-skill/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/leonxlnx-taste-skill-skills-stitch-skill.md license: MIT install: npx skills add Leonxlnx/taste-skill --skill stitch-skill needs_credentials: false, writes_external: false - [skill] pick-ui-library. Pick the right library for a given frontend task from a curated, opinionated list — numbers, OTP inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. Only runs when explicitly i source: https://github.com/emilkowalski/skills/blob/main/skills/pick-ui-library/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-pick-ui-library.md license: MIT install: npx skills add emilkowalski/skills --skill pick-ui-library needs_credentials: false, writes_external: false - [skill] prototype. Build multiple genuinely different versions of a UI piece you describe, rendered behind a visual picker so you can flip through them live and promote the one that feels right. Only runs when explicitly invoked; it does n source: https://github.com/emilkowalski/skills/blob/main/skills/prototype/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-prototype.md license: MIT install: npx skills add emilkowalski/skills --skill prototype needs_credentials: false, writes_external: false - [skill] nextjs-app-router-patterns. Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components. source: https://github.com/wshobson/agents/blob/main/plugins/frontend-mobile-development/skills/nextjs-app-router-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-frontend-mobile-development-skills-nextjs-app-router-patterns.md license: MIT install: npx skills add wshobson/agents --skill nextjs-app-router-patterns needs_credentials: false, writes_external: false - [skill] react-native-architecture. Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native project source: https://github.com/wshobson/agents/blob/main/plugins/frontend-mobile-development/skills/react-native-architecture/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-frontend-mobile-development-skills-react-native-architecture.md license: MIT install: npx skills add wshobson/agents --skill react-native-architecture needs_credentials: false, writes_external: false - [skill] react-state-management. Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions. source: https://github.com/wshobson/agents/blob/main/plugins/frontend-mobile-development/skills/react-state-management/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-frontend-mobile-development-skills-react-state-management.md license: MIT install: npx skills add wshobson/agents --skill react-state-management needs_credentials: false, writes_external: false - [skill] web-component-design. Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI component libraries, designing component APIs, or implementing front source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/web-component-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-web-component-design.md license: MIT install: npx skills add wshobson/agents --skill web-component-design needs_credentials: false, writes_external: false - [skill] design-handoff. Generate developer handoff specs from a design. Use when a design is ready for engineering and needs a spec sheet covering layout, design tokens, component props, interaction states, responsive breakpoints, edge cases, a source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-handoff/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-handoff.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-handoff needs_credentials: false, writes_external: false - [system-prompt] design-bridge. Use this agent when you need to translate a DESIGN.md from the VoltAgent/awesome-design-md repository into polished Claude Code instructions for building user interfaces that faithfully match the chosen brand. Invoke thi source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/01-core-development/design-bridge.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-01-core-development-design-bridge.md license: MIT needs_credentials: false, writes_external: false - [skill] 0xdesign/design-lab. 设计探索流程：访谈、出多个方案、按反馈迭代 source: https://www.ui-skills.com/skills/0xdesign/design-lab license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [skill] accessibility（Addy Osmani）. 无障碍设计 source: https://www.ui-skills.com/skills/addyosmani/accessibility license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [skill] adapt（Paul Bakaus）. 响应式适配 source: https://www.ui-skills.com/skills/pbakaus/adapt license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [skill] addyosmani/agent-skills. Addy Osmani 的工程 Skill 集，含前端性能和质量类 source: https://github.com/addyosmani/agent-skills raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/uihub-ued-addy-agent-skills.md license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [skill] Ant Design for Agents（MCP + Skill）. 蚂蚁官方：antd mcp、antd setup --client cursor/claude/codex，一条命令装好 MCP 和 Skill source: https://ant-design.antgroup.com/docs/react/for-agents license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [skill] anthropics/canvas-design. Anthropic 官方，生成海报和视觉设计 source: https://www.ui-skills.com/skills/anthropics/canvas-design license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [skill] anti-slop. 反 AI slop 设计 Skill source: https://github.com/miqdadbadjuber/anti-slop raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/uihub-ued-anti-slop.md license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [skill] apple-design（Emil Kowalski）. 苹果风格设计 source: https://www.ui-skills.com/skills/emilkowalski/apple-design license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] How this site was designed (Agent Academy design record). source: https://academy.incidental.site/cases/agent-academy-build/. raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md - [workflow] ui-design. Guided component creation with proper patterns source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/commands/create-component.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-commands-create-component.md license: MIT needs_credentials: false, writes_external: false - [mcp] Figma MCP Server. The Figma MCP server brings Figma design context directly into your AI workflow. source: https://github.com/figma/mcp-server-guide license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.figma.com/mcp needs_credentials: true, writes_external: false - [mcp] Storybook MCP Addon. Help agents automatically write and test stories for your UI components. source: https://github.com/storybookjs/mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-storybookjs-addon-mcp.md license: MIT install: npx -y @storybook/addon-mcp needs_credentials: false, writes_external: true - [mcp] Excalidraw Architect. Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling source: https://github.com/BV-Venky/excalidraw-architect-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-bv-venky-excalidraw-architect-mcp.md license: MIT install: uvx excalidraw-architect-mcp needs_credentials: false, writes_external: false - [mcp] Tailwind Shades. Tailwind CSS palettes (50-950) from any color, the closest Tailwind color, and Tailwind's defaults source: https://github.com/bourhaouta/vscode-tailwindshades raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-bourhaouta-tailwindshades.md license: MIT install: npx -y tailwindshades-mcp needs_credentials: true, writes_external: true - [mcp] io.github.sunhome243/figma-mcp-express. Compact Figma MCP with validated batch ops through a local plugin bridge. source: https://github.com/sunhome243/figma-mcp-express raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-sunhome243-figma-mcp-express.md license: MIT install: npx -y figma-mcp-express needs_credentials: false, writes_external: false - [mcp] io.github.felixAnhalt/Figma-Context-MCP. LLM-optimized Figma MCP server. source: https://github.com/felixAnhalt/figma-to-code-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-felixanhalt-figma-context-mcp.md license: MIT install: npx -y @tmegit/figma-developer-mcp needs_credentials: true, writes_external: false - [mcp] io.github.kolganovr/figma-mcp-bridge. Write to a live Figma canvas, get a screenshot back, and roll back mistakes. Zero deps, free plan. source: https://github.com/kolganovr/figma-mcp-bridge raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-kolganovr-figma-mcp-bridge.md license: MIT install: npx -y @kolganovr/figma-mcp-bridge needs_credentials: false, writes_external: true - [mcp] figma-mcp. Figma to pixel-perfect code: deterministic HTML/React, then a render + pixel-diff verify loop. source: https://github.com/Mehmoodqureshi/figma-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-mehmoodqureshi-figma-mcp.md license: MIT install: npx -y @mehmoodqureshi/figma-mcp needs_credentials: true, writes_external: false - [mcp] io.github.jmshinhwa/tailwind-v4-upgrade-blocker-lint. 19 rules that find the Tailwind v3 syntax Tailwind v4 removed or silently redefined, in the file you source: https://github.com/jmshinhwa/readystack-themes license: proprietary install: npx -y @readystack/tailwind-v4-upgrade-blocker-lint needs_credentials: false, writes_external: false - [mcp] Draw40. Draw40 is an independent diagram workspace with an interactive MCP Apps canvas. OAuth sign-in. source: https://draw.404040.net/ license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://draw.404040.net/mcp needs_credentials: true, writes_external: false - [mcp] Tailwind App. Tailwind MCP server — list Pinterest accounts and create, schedule, and manage Pinterest posts. source: https://api-docs.tailwind.ai/mcp license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.tailwind.ai needs_credentials: true, writes_external: true ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] impeccable. Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing page source: https://github.com/pbakaus/impeccable/blob/main/.claude/skills/impeccable/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/pbakaus-impeccable-claude-skills-impeccable-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [skill] web-design-guidelines. Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". source: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md license: NONE (no license file; GitHub API license=null) needs_credentials: false, writes_external: false - [standard] WCAG 2.2 (W3C Recommendation). Web Content Accessibility Guidelines 2.2: testable success criteria for accessible web content. source: https://www.w3.org/TR/WCAG22/ license: W3C Document License; link + quote with attribution needs_credentials: false, writes_external: false - [skill] ui-styling. Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-styling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-styling.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-styling needs_credentials: false, writes_external: false - [skill] ui-ux-pro-max. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-ux-pro-max/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-ux-pro-max.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max needs_credentials: false, writes_external: false - [skill] break-ui. Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it b source: https://github.com/emilkowalski/skills/blob/main/skills/break-ui/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-break-ui.md license: MIT install: npx skills add emilkowalski/skills --skill break-ui needs_credentials: false, writes_external: false - [skill] accessibility-compliance. Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/accessibility-compliance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-accessibility-compliance.md license: MIT install: npx skills add wshobson/agents --skill accessibility-compliance needs_credentials: false, writes_external: false - [system-prompt] accessibility-expert. Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/accessibility-expert.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-accessibility-expert.md license: MIT needs_credentials: false, writes_external: false - [skill] screen-reader-testing. Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-screen-reader-testing.md license: MIT install: npx skills add wshobson/agents --skill screen-reader-testing needs_credentials: false, writes_external: false - [skill] wcag-audit-patterns. Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design pattern source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-wcag-audit-patterns.md license: MIT install: npx skills add wshobson/agents --skill wcag-audit-patterns needs_credentials: false, writes_external: false - [skill] accessibility-review. Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast, keyboard navigation, touch target size, o source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/accessibility-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-accessibility-review.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill accessibility-review needs_credentials: false, writes_external: false - [skill] design-critique. Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feed source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-critique/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-critique.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-critique needs_credentials: false, writes_external: false - [skill] ux-copy. Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, fi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/ux-copy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-ux-copy.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ux-copy needs_credentials: false, writes_external: false - [system-prompt] ui-ux-tester. Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/ui-ux-tester.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-04-quality-security-ui-ux-tester.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer. Act as an elite frontend development specialist with deep expertise in modern JavaScript frameworks, responsive design, and user interface implementation. Your role encompasses designing reusable components, optimizing p source: https://prompts.chat/prompts/cmkb4dsp20009l404yrtmh4a4_frontend-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer Skill. This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript fra source: https://prompts.chat/prompts/cmjhdytu00001jm04yooccuhl_frontend-developer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer-skill.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] One visual direction was picked from UI Hub, with 2-4 named reference previews and the reasons; rejected clusters are written down. - [ ] A token sheet exists (4-6 colours with hex, type roles, radius scale, one card padding) before any CSS. - [ ] Long links, repo paths and commands wrap (overflow-wrap:anywhere) and never overflow a card. - [ ] All cards of a kind share the same padding and align their actions. - [ ] Text and controls pass WCAG 2.2 AA contrast in light and dark; keyboard focus is visible. - [ ] Motion uses transform/opacity only, has one orchestrated moment per page, and honours prefers-reduced-motion. - [ ] Four screenshots were checked: desktop 1440 and mobile 390, each in light and dark. - [ ] Lighthouse (or an equivalent audit) was run and every accessibility issue fixed. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: design-design-system description: Agent Academy course for Design systems (Design). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/design/design-system/ --- # Design systems · Design Goal: Learn to design an interface that does not look templated: pick one style from UI Hub, follow design skills, build, and verify with four screenshots. Permissions: Mostly read-only. Figma/Canva MCP servers need tokens; skills are text you can read. Installing a skill writes files into the project; ask first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/design-system.json Skill pack: https://academy.incidental.site/packs/design/design-system.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 「先出设计方案再写代码」Prompt（@Voxyz_ai）. 受众/目标 → 4–6 个色 token → 字体 → ASCII 线框 → 1 个标志元素；完成后桌面 + 手机截图对照 DESIGN.md source: https://x.com/i/status/2087178102505926740 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 10 个 UI Skills 实测 + 安全提醒（@Ryan95322865）. 动效控制在 300ms 内；约三分之一 Skills 有安全问题，装前先读 SKILL.md source: https://x.com/i/status/2077328569219604814 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 2026 产品设计师工作流（@dianne_alter）. 产品上下文 → Mobbin + Paper / Claude Code 原型 → Figma 组件进 Storybook → Agent 审查 source: https://x.com/i/status/2088261777758851497 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 8pt Grid（spec.fm）. 8 点栅格间距体系的经典讲解 source: https://spec.fm/specifics/8-pt-grid license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. Pick ONE visual direction from UI Hub (https://ui.incidental.site/api/resources.json, field `vs`). Write down 2-4 reference previews and the clusters you rejected. Clusters and item counts in this course: - minimal: 316 items - motion: 60 items - enterprise: 37 items - dark-tech: 27 items - editorial: 25 items - 3d: 21 items - gradient: 18 items - playful: 17 items - soft: 15 items - swiss: 13 items - apple: 12 items - material: 11 items - skeuomorphic: 8 items - utilitarian: 7 items - brutalist: 6 items - glass: 5 items - fluent: 3 items - retro: 2 items - industrial: 1 items - neumorphism: 1 items First case to read: how this site was designed by an agent: https://academy.incidental.site/cases/agent-academy-build/ (raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md) - [design-system] Apple Human Interface Guidelines. Apple's platform design guidance: foundations, patterns, components, inputs, technologies. source: https://developer.apple.com/design/human-interface-guidelines license: Apple terms; link only needs_credentials: false, writes_external: false - [design-system] Material Design 3. Google's open-source design system: foundations, styles (color, typography, motion), components. source: https://m3.material.io/ license: Google site terms; link only needs_credentials: false, writes_external: false - [template] Aether. A generative creative engine for browser design tools like Canva, CapCut web, and Adobe Express. Turns briefs, brand kits, and reference images into ad source: https://botsdots.site/templates/aether license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/NoUDCySD_LNYtHPrpFUAE needs_credentials: false, writes_external: false - [template] Documentation Expert. Drop a site, logo, or photo and get finished Figma brand guidelines source: https://botsdots.site/templates/documentation-expert license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/JjLTs-HzmZyOmhxef2k2l needs_credentials: true, writes_external: false - [design-system] Adobe Spectrum. Adobe 全家桶设计语言 source: https://spectrum.adobe.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Apple Design Resources. 官方 Figma / Sketch 套件、SF 字体、SF Symbols source: https://developer.apple.com/design/resources/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Atlassian Design System. Jira / Confluence 的规范，token 和写作规范都公开 source: https://atlassian.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Elastic EUI. Elastic 的公开设计系统，数据密集型界面参考 source: https://eui.elastic.co/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Fusion Design（阿里）. 阿里中台设计系统 source: https://fusion.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] GOV.UK Design System. 公共服务规范，无障碍和表单模式是教科书级 source: https://design-system.service.gov.uk/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] HarmonyOS 设计（华为）. 鸿蒙官方设计规范和资源 source: https://developer.huawei.com/consumer/cn/design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] HashiCorp Helios. HashiCorp 的公开设计系统，开发者工具类界面参考 source: https://helios.hashicorp.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Microsoft Fluent 2. 微软跨平台设计语言，有 Web、iOS、Android、Windows 版本 source: https://fluent2.microsoft.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] NutUI（京东）. 京东移动端和小程序电商风组件规范 source: https://nutui.jd.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Polaris Web Components 文档. Polaris 新版组件 API source: https://shopify.dev/docs/api/app-home/polaris-web-components license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Samsung One UI. 三星官方：布局、栅格、大屏和折叠屏规范 source: https://developer.samsung.com/one-ui license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Shopify Polaris. Shopify 后台设计系统，现在以 Web Components 为主 source: https://polaris.shopify.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Spectrum 2. Spectrum 新一代视觉和组件 source: https://s2.spectrum.adobe.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Twilio Paste. Twilio 的公开设计系统，组件文档写得很规范 source: https://paste.twilio.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] WeUI（微信）. 微信原生视觉规范组件 source: https://github.com/Tencent/weui license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] Zendesk Garden. Zendesk 的公开设计系统，SaaS 组件参考 source: https://garden.zendesk.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [design-system] 微信小程序设计指南. 小程序官方交互和视觉原则 source: https://developers.weixin.qq.com/miniprogram/design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] design-system. Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component specs, strategic slide creation. Use for design t source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/design-system/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-design-system-skill-md.md license: MIT needs_credentials: false, writes_external: false - [skill] brand-guidelines. Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design source: https://github.com/anthropics/skills/blob/main/skills/brand-guidelines/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-skills-skills-brand-guidelines.md license: Apache-2.0 install: npx skills add anthropics/skills --skill brand-guidelines needs_credentials: false, writes_external: false - [skill] theme-factory. Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creatin source: https://github.com/anthropics/skills/blob/main/skills/theme-factory/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-skills-skills-theme-factory.md license: Apache-2.0 install: npx skills add anthropics/skills --skill theme-factory needs_credentials: false, writes_external: false - [skill] brand. Brand voice, visual identity, messaging frameworks, asset management, brand consistency. Activate for branded content, tone of voice, marketing assets, brand compliance, style guides. source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/brand/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-brand.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill brand needs_credentials: false, writes_external: false - [skill] design. Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini, Atlas Cloud, or MuAPI AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations (Chart.j source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-design.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill design needs_credentials: false, writes_external: false - [skill] slides. Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies. source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/slides/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-slides.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill slides needs_credentials: false, writes_external: false - [skill] brand-landingpage. Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stitch with deployment-ready HTML. Use when the user as source: https://github.com/wshobson/agents/blob/main/plugins/brand-landingpage/skills/brand-landingpage/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-brand-landingpage-skills-brand-landingpage.md license: MIT install: npx skills add wshobson/agents --skill brand-landingpage needs_credentials: false, writes_external: false - [system-prompt] design-system-architect. Expert design system architect specializing in design tokens, component libraries, theming infrastructure, and scalable design operations. Masters token architecture, multi-brand systems, and design-development collabora source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/design-system-architect.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-design-system-architect.md license: MIT needs_credentials: false, writes_external: false - [skill] design-system-patterns. Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing theme switching, building component libraries, or establishing source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/design-system-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-design-system-patterns.md license: MIT install: npx skills add wshobson/agents --skill design-system-patterns needs_credentials: false, writes_external: false - [skill] tailwind-design-system. Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns. source: https://github.com/wshobson/agents/blob/main/plugins/frontend-mobile-development/skills/tailwind-design-system/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-frontend-mobile-development-skills-tailwind-design-system.md license: MIT install: npx skills add wshobson/agents --skill tailwind-design-system needs_credentials: false, writes_external: false - [system-prompt] ui-designer. Expert UI designer specializing in component creation, layout systems, and visual design implementation. Masters modern design patterns, responsive layouts, and design-to-code workflows. Use PROACTIVELY when building UI source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/ui-designer.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-ui-designer.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] ui-visual-validator. Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification. Masters screenshot analysis, visual regression testing, and component validation. Use PROACTIVELY to source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/agents/ui-visual-validator.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-agents-ui-visual-validator.md license: MIT needs_credentials: false, writes_external: false - [skill] visual-design-foundations. Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building style guides, or improving visual hierarchy and consistency. source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/visual-design-foundations/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-visual-design-foundations.md license: MIT install: npx skills add wshobson/agents --skill visual-design-foundations needs_credentials: false, writes_external: false - [skill] design-system. Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's variants, states, and accessibility notes, or des source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-system/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-system.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-system needs_credentials: false, writes_external: false - [skill] research-synthesis. Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be distilled into pattern source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/research-synthesis/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-research-synthesis.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill research-synthesis needs_credentials: false, writes_external: false - [system-prompt] ui-designer. Use this agent when designing visual interfaces, creating design systems, building component libraries, or refining user-facing aesthetics requiring expert visual design, interaction patterns, and accessibility considera source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/01-core-development/ui-designer.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-01-core-development-ui-designer.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Create STYLE_GUIDE.md. This prompt assists users in creating a comprehensive STYLE_GUIDE.md for their projects. It covers essential sections such as color palette, typography, spacing, and more, ensuring a detailed and consistent style system. source: https://prompts.chat/prompts/cmj8fn09j000bwj0qj8c1d38p_create-style-guidemd raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-create-style-guidemd.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Design System Extraction Prompt Kit. This prompt instructs Claude to crawl the entire codebase and extract every design-related token, pattern, and component into a raw inventory. It produces a structured JSON audit, not a design system yet, just the raw ma source: https://prompts.chat/prompts/cmmoikk3b000jkz04xgxb1t9s_design-system-extraction-prompt-kit raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-design-system-extraction-prompt-kit.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Strategic App Design & Content Engineering Prompt. Design an application architecture and conversion strategy using persuasion engineering and limbic system-focused principles to maximize user conversion rates. This prompt guides you through implementing psychological pr source: https://prompts.chat/prompts/cmjnoqpnh0004l8047fyempfo_strategic-app-design-content-engineering-prompt raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-strategic-app-design-content-engineering-prompt.md license: CC0-1.0 needs_credentials: false, writes_external: false - [standard] Adobe Spectrum Design Data（tokens）. Spectrum 公开的 token 数据仓库（旧仓库是 adobe/spectrum-tokens） source: https://github.com/adobe/spectrum-design-data raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/uihub-ued-spectrum-design-data.md license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [standard] Ant Design llms.txt / design.md. 有 llms.txt、llms-full.txt 和 design.md，把整套 antd 规范喂给 AI source: https://ant.design/docs/react/llms license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [standard] Ant Design 定制主题（Seed → Map → Alias）. 国内最常用的三层 token 算法模型 source: https://ant.design/docs/react/customize-theme license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [standard] Apple HIG Typography. Dynamic Type 字号层级和行高规范 source: https://developer.apple.com/design/human-interface-guidelines/typography license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [standard] Atlassian Design Tokens. 语义 token 命名范例，例如 color.background.danger source: https://atlassian.design/foundations/tokens/design-tokens license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [standard] Carbon 主题和 token. IBM 四套主题，靠一组语义 token 切换 source: https://carbondesignsystem.com/elements/themes/overview/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [system-prompt] Conversational Logo Design Process. Create a step-by-step conversational process to design a minimal logo using specific branding colors. The process includes developing a series of yes/no questions to gather project details and generate a detailed logo co source: https://prompts.chat/prompts/cmrlz4j1p0001i20abdmz1zik_conversational-logo-design-process raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-conversational-logo-design-process.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Design System Consistency Auditor. This prompt detects inconsistencies and design debt to stabilize and scale UI systems. ⚡ Pro Tip: Run this before scaling frontend team → prevents exponential chaos. Performs a forensic audit of UI: inconsistencies, brok source: https://prompts.chat/prompts/cmmxtuy2w0004l704mt7xxlr3_design-system-consistency-auditor raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-design-system-consistency-auditor.md license: CC0-1.0 needs_credentials: false, writes_external: false - [standard] DESIGN.md 格式规范（Google）. Google 提出的 DESIGN.md 格式：YAML 写 token，Markdown 写设计意图 source: https://github.com/google-labs-code/design.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/uihub-ued-google-design-md.md license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [standard] DTCG Format 2025.10 稳定版. token JSON 格式正式规范，Figma、Tokens Studio、Style Dictionary 都在跟 source: https://www.designtokens.org/tr/2025.10/format/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [standard] Fluent 2 Design Tokens. 微软的全局 token 和别名 token 体系 source: https://fluent2.microsoft.design/design-tokens license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [system-prompt] High-End Technology-Inspired Website UI Redesign. Generate different styles of high-end, futuristic UI designs for a website front end using Image2. Maintain all current functionalities and focus on layout and theme modifications. source: https://prompts.chat/prompts/cmobfhjz3000el1043ccbflbw_high-end-technology-inspired-website-ui-redesign raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-high-end-technology-inspired-website-ui-redesign.md license: CC0-1.0 needs_credentials: false, writes_external: false - [standard] Material 3 Design Tokens. M3 的 token 分层（ref → sys → comp）和命名 source: https://m3.material.io/foundations/design-tokens/overview license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] How this site was designed (Agent Academy design record). source: https://academy.incidental.site/cases/agent-academy-build/. raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md - [case] Ai Game Design Agent Team. The AI Game Design Agent Team is a collaborative game design system powered by AG2(formerly AutoGen)'s AI Agent framework. This app generates comprehensive game concepts through the coordination of multiple specialized A source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_game_design_agent_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-game-desi.md license: Apache-2.0 needs_credentials: false, writes_external: false - [workflow] ui-design. Initialize a design system with tokens source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/commands/design-system-setup.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-commands-design-system-setup.md license: MIT needs_credentials: false, writes_external: false - [mcp] io.github.alvinindra/figma-mcp-rust. Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools. source: https://github.com/alvinindra/figma-mcp-rust raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-alvinindra-figma-mcp-rust.md license: MIT install: npx -y @alvinindra/figma-mcp-rust needs_credentials: false, writes_external: false - [mcp] io.github.tunglt1810/figma-mcp-go. Figma MCP server with full read/write access via plugin bridge — no API token or rate limits. source: https://github.com/tunglt1810/figma-mcp-go raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-tunglt1810-figma-mcp-go.md license: MIT install: npx -y @tunglt1810/figma-mcp-go needs_credentials: false, writes_external: true - [mcp] HTML to Figma — Design System. Translate HTML prototypes into Figma using your design system's real components and tokens. source: https://github.com/miapre/mimic-ai raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-miapre-html-to-figma-design-system.md license: MIT install: npx -y html-to-figma-design-system needs_credentials: false, writes_external: false - [mcp] io.github.jirayusueb/figma-mcp-rs. Figma/FigJam MCP server with read/write via plugin — no API token, no limits. 78 tools. source: https://github.com/jirayusueb/figma-mcp-rs raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-jirayusueb-figma-mcp-rs.md license: MIT install: npx -y figma-mcp-rs needs_credentials: false, writes_external: true - [mcp] io.github.nntoan/figma-mcp-rust. Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools. source: https://github.com/nntoan/figma-mcp-rust raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-nntoan-figma-mcp-rust.md license: MIT install: npx -y @nntoan/figma-mcp-rust needs_credentials: false, writes_external: false - [mcp] io.github.vola-trebla/tailwind-context-resolver-mcp. Resolves Tailwind CSS design tokens and validates utility classes against the local project config. source: https://github.com/vola-trebla/tailwind-context-resolver-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-vola-trebla-tailwind-context-resolver-mcp.md license: MIT install: npx -y tailwind-context-resolver-mcp needs_credentials: false, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] impeccable. Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing page source: https://github.com/pbakaus/impeccable/blob/main/.claude/skills/impeccable/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/pbakaus-impeccable-claude-skills-impeccable-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [skill] web-design-guidelines. Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". source: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md license: NONE (no license file; GitHub API license=null) needs_credentials: false, writes_external: false - [standard] WCAG 2.2 (W3C Recommendation). Web Content Accessibility Guidelines 2.2: testable success criteria for accessible web content. source: https://www.w3.org/TR/WCAG22/ license: W3C Document License; link + quote with attribution needs_credentials: false, writes_external: false - [skill] ui-styling. Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-styling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-styling.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-styling needs_credentials: false, writes_external: false - [skill] ui-ux-pro-max. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-ux-pro-max/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-ux-pro-max.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max needs_credentials: false, writes_external: false - [skill] break-ui. Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it b source: https://github.com/emilkowalski/skills/blob/main/skills/break-ui/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-break-ui.md license: MIT install: npx skills add emilkowalski/skills --skill break-ui needs_credentials: false, writes_external: false - [skill] accessibility-compliance. Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/accessibility-compliance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-accessibility-compliance.md license: MIT install: npx skills add wshobson/agents --skill accessibility-compliance needs_credentials: false, writes_external: false - [system-prompt] accessibility-expert. Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/accessibility-expert.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-accessibility-expert.md license: MIT needs_credentials: false, writes_external: false - [skill] screen-reader-testing. Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-screen-reader-testing.md license: MIT install: npx skills add wshobson/agents --skill screen-reader-testing needs_credentials: false, writes_external: false - [skill] wcag-audit-patterns. Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design pattern source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-wcag-audit-patterns.md license: MIT install: npx skills add wshobson/agents --skill wcag-audit-patterns needs_credentials: false, writes_external: false - [skill] accessibility-review. Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast, keyboard navigation, touch target size, o source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/accessibility-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-accessibility-review.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill accessibility-review needs_credentials: false, writes_external: false - [skill] design-critique. Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feed source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-critique/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-critique.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-critique needs_credentials: false, writes_external: false - [skill] ux-copy. Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, fi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/ux-copy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-ux-copy.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ux-copy needs_credentials: false, writes_external: false - [system-prompt] ui-ux-tester. Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/ui-ux-tester.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-04-quality-security-ui-ux-tester.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer. Act as an elite frontend development specialist with deep expertise in modern JavaScript frameworks, responsive design, and user interface implementation. Your role encompasses designing reusable components, optimizing p source: https://prompts.chat/prompts/cmkb4dsp20009l404yrtmh4a4_frontend-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer Skill. This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript fra source: https://prompts.chat/prompts/cmjhdytu00001jm04yooccuhl_frontend-developer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer-skill.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] One visual direction was picked from UI Hub, with 2-4 named reference previews and the reasons; rejected clusters are written down. - [ ] A token sheet exists (4-6 colours with hex, type roles, radius scale, one card padding) before any CSS. - [ ] Long links, repo paths and commands wrap (overflow-wrap:anywhere) and never overflow a card. - [ ] All cards of a kind share the same padding and align their actions. - [ ] Text and controls pass WCAG 2.2 AA contrast in light and dark; keyboard focus is visible. - [ ] Motion uses transform/opacity only, has one orchestrated moment per page, and honours prefers-reduced-motion. - [ ] Four screenshots were checked: desktop 1440 and mobile 390, each in light and dark. - [ ] Lighthouse (or an equivalent audit) was run and every accessibility issue fixed. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: design-motion-designer description: Agent Academy course for Motion and interaction (Design). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/design/motion-designer/ --- # Motion and interaction · Design Goal: Learn to design an interface that does not look templated: pick one style from UI Hub, follow design skills, build, and verify with four screenshots. Permissions: Mostly read-only. Figma/Canva MCP servers need tokens; skills are text you can read. Installing a skill writes files into the project; ask first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/motion-designer.json Skill pack: https://academy.incidental.site/packs/design/motion-designer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 「先出设计方案再写代码」Prompt（@Voxyz_ai）. 受众/目标 → 4–6 个色 token → 字体 → ASCII 线框 → 1 个标志元素；完成后桌面 + 手机截图对照 DESIGN.md source: https://x.com/i/status/2087178102505926740 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 10 个 UI Skills 实测 + 安全提醒（@Ryan95322865）. 动效控制在 300ms 内；约三分之一 Skills 有安全问题，装前先读 SKILL.md source: https://x.com/i/status/2077328569219604814 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 2026 产品设计师工作流（@dianne_alter）. 产品上下文 → Mobbin + Paper / Claude Code 原型 → Figma 组件进 Storybook → Agent 审查 source: https://x.com/i/status/2088261777758851497 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 8pt Grid（spec.fm）. 8 点栅格间距体系的经典讲解 source: https://spec.fm/specifics/8-pt-grid license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. Pick ONE visual direction from UI Hub (https://ui.incidental.site/api/resources.json, field `vs`). Write down 2-4 reference previews and the clusters you rejected. Clusters and item counts in this course: - minimal: 316 items - motion: 60 items - enterprise: 37 items - dark-tech: 27 items - editorial: 25 items - 3d: 21 items - gradient: 18 items - playful: 17 items - soft: 15 items - swiss: 13 items - apple: 12 items - material: 11 items - skeuomorphic: 8 items - utilitarian: 7 items - brutalist: 6 items - glass: 5 items - fluent: 3 items - retro: 2 items - industrial: 1 items - neumorphism: 1 items First case to read: how this site was designed by an agent: https://academy.incidental.site/cases/agent-academy-build/ (raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md) - [template] figma bro. Turns a Figma frame into a build spec, and audits your components, tokens, and motion source: https://botsdots.site/templates/figma-bro-pxnv license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/pXNvc_U2cGyZmheYrUuF_ needs_credentials: true, writes_external: false - [style-library] 60fps. 移动端界面动效（@neropursue） source: https://60fps.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Aceternity UI. source: https://ui.aceternity.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Aceternity UI 全部组件. Full list of free Aceternity components: spotlight, 3D cards, background beams, text effects, floating nav. source: https://ui.aceternity.com/components license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Animata. 数百个免费动效组件 source: https://animata.design/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Animate UI. source: https://animate-ui.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Animate.css. 现成的 CSS 动画类，加个 class 就能动；许可以原仓库为准，本站只放链接 source: https://animate.style/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Animated Icons. 207 个动画 React 图标 source: https://animated-icons-nu.vercel.app license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Anime.js. 轻量 JavaScript 动画库 source: https://animejs.com license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] AutoAnimate. 一行代码给列表加进出场动画 source: https://auto-animate.formkit.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] BeUI. 漂亮的 React 组件 source: https://beui.dev license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Circle Loaders. SVG 环形加载动画 source: https://circleloaders.dominikakissi.com license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Codrops. 前端特效教程和 Demo 老牌站 source: https://tympanus.net/codrops/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Cult UI. source: https://www.cult-ui.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Eldora UI. 动效组件与模板，shadcn 风格 source: https://www.eldoraui.site/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Embla Carousel. 轻量轮播，手感顺滑 source: https://www.embla-carousel.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] GSAP. 专业级 JS 动画平台，免费使用但为自有许可（非 MIT），本站只放链接 source: https://gsap.com/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Hover.dev. 偏交互感的现成组件和模板 source: https://www.hover.dev/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Hover.dev 组件. Hover.dev animated components: buttons, navs, cards, heroes; some free. source: https://www.hover.dev/components license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Inspira UI. Vue/Nuxt animated components in the spirit of Aceternity and Magic UI. Free and open source. source: https://inspira-ui.com license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] interior. New GitHub UI repo: micro-interactions for react, built for the half-second after a click (★958, MIT, ddoemonn/interior) source: https://interior.dev license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [style-library] Kinetics. 150+ 动效，附 React 代码和可喂 AI 的提示词 source: https://kinetics.colorion.co license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] emil-design-eng. This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great. source: https://github.com/emilkowalski/skills/blob/main/skills/emil-design-eng/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/emilkowalski-skills-skills-emil-design-eng-skill-md.md license: MIT needs_credentials: false, writes_external: false - [skill] slack-gif-creator. Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for source: https://github.com/anthropics/skills/blob/main/skills/slack-gif-creator/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-skills-skills-slack-gif-creator.md license: Apache-2.0 install: npx skills add anthropics/skills --skill slack-gif-creator needs_credentials: false, writes_external: false - [skill] animate. Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, which tool, which properties, which curve and duration, how it interrupt source: https://github.com/emilkowalski/skills/blob/main/skills/animate/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-animate.md license: MIT install: npx skills add emilkowalski/skills --skill animate needs_credentials: false, writes_external: false - [skill] animation-performance. Keep web animations inside the frame budget — animate composite-only properties, keep motion off the main thread when the page is busy, and find the cause when an animation drops frames. Covers the layout/paint/composite source: https://github.com/emilkowalski/skills/blob/main/skills/animation-performance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-animation-performance.md license: MIT install: npx skills add emilkowalski/skills --skill animation-performance needs_credentials: false, writes_external: false - [skill] animation-vocabulary. Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the bouncy thing when a popover opens" → Pop in; "the iOS rubber-band scroll" → Rubber-banding). Use when t source: https://github.com/emilkowalski/skills/blob/main/skills/animation-vocabulary/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-animation-vocabulary.md license: MIT install: npx skills add emilkowalski/skills --skill animation-vocabulary needs_credentials: false, writes_external: false - [skill] apple-design. Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible tran source: https://github.com/emilkowalski/skills/blob/main/skills/apple-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-apple-design.md license: MIT install: npx skills add emilkowalski/skills --skill apple-design needs_credentials: false, writes_external: false - [skill] find-animation-opportunities. Search a codebase or UI for places that don't animate but should, and reject everything that shouldn't. Read-only; it proposes motion with exact values, it does not implement it. Use when the user asks "what could be ani source: https://github.com/emilkowalski/skills/blob/main/skills/find-animation-opportunities/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-find-animation-opportunities.md license: MIT install: npx skills add emilkowalski/skills --skill find-animation-opportunities needs_credentials: false, writes_external: false - [skill] improve-animations. Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code source: https://github.com/emilkowalski/skills/blob/main/skills/improve-animations/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-improve-animations.md license: MIT install: npx skills add emilkowalski/skills --skill improve-animations needs_credentials: false, writes_external: false - [skill] review-animations. Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned. source: https://github.com/emilkowalski/skills/blob/main/skills/review-animations/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-review-animations.md license: MIT install: npx skills add emilkowalski/skills --skill review-animations needs_credentials: false, writes_external: false - [skill] interaction-design. Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating delightful user experiences. source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/interaction-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-interaction-design.md license: MIT install: npx skills add wshobson/agents --skill interaction-design needs_credentials: false, writes_external: false - [skill] react-native-design. Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navigation patterns, or creating performant animations. source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/react-native-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-react-native-design.md license: MIT install: npx skills add wshobson/agents --skill react-native-design needs_credentials: false, writes_external: false - [system-prompt] Apple-Level UI System Designer (2026 Standard). Transforms any idea into a clean, premium, Apple-inspired UI system with real design discipline and production-ready structure. It avoids “AI-vibe coded” outputs by enforcing disciplined layout systems, intentional spaci source: https://prompts.chat/prompts/cmmxtz3690005l704lv6dp3h5_apple-level-ui-system-designer-2026-standard raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-apple-level-ui-system-designer-2026-standard.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Visual QA & Cross-Browser Audit. Systematically checks a built design against its intended specification across browsers, devices, and edge cases. This is the designer's QA not functional testing, but visual fidelity and interaction quality. Produces a source: https://prompts.chat/prompts/cmmoq1aqr000kle046h0960yk_visual-qa-cross-browser-audit raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-visual-qa-cross-browser-audit.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] How this site was designed (Agent Academy design record). source: https://academy.incidental.site/cases/agent-academy-build/. raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md - [mcp] io.github.AJSMonty/adobe-mcp. Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client source: https://github.com/AJSMonty/adobe-mcp raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-ajsmonty-adobe-mcp.md license: MIT install: npx -y @ajsmonty/adobe-mcp needs_credentials: true, writes_external: false - [mcp] Icons8. Search and fetch genuine Icons8 icons and Ouch illustrations as SVG, PNG or animation. source: https://icons8.com/mcp license: unknown (registry metadata: CC-BY-4.0 docs; server license not stated) install: remote (streamable-http): https://mcp.icons8.com/mcp/ needs_credentials: true, writes_external: false - [tool] Unicorn Studio. 无代码做 WebGL 特效 source: https://www.unicorn.studio/ license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [workflow] UI Hub skills.json (recommended design workflow). Workflow: pick ONE direction skill (frontend-design or taste-skill) → search resources by style/kind → build with emil-design-eng → audit with impeccable + web-design-guidelines + accessibility → verify in browser light+ source: https://ui.incidental.site/api/skills.json license: aggregator needs_credentials: false, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] impeccable. Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing page source: https://github.com/pbakaus/impeccable/blob/main/.claude/skills/impeccable/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/pbakaus-impeccable-claude-skills-impeccable-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [skill] web-design-guidelines. Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". source: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md license: NONE (no license file; GitHub API license=null) needs_credentials: false, writes_external: false - [standard] WCAG 2.2 (W3C Recommendation). Web Content Accessibility Guidelines 2.2: testable success criteria for accessible web content. source: https://www.w3.org/TR/WCAG22/ license: W3C Document License; link + quote with attribution needs_credentials: false, writes_external: false - [skill] ui-styling. Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-styling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-styling.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-styling needs_credentials: false, writes_external: false - [skill] ui-ux-pro-max. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-ux-pro-max/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-ux-pro-max.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max needs_credentials: false, writes_external: false - [skill] break-ui. Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it b source: https://github.com/emilkowalski/skills/blob/main/skills/break-ui/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-break-ui.md license: MIT install: npx skills add emilkowalski/skills --skill break-ui needs_credentials: false, writes_external: false - [skill] accessibility-compliance. Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/accessibility-compliance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-accessibility-compliance.md license: MIT install: npx skills add wshobson/agents --skill accessibility-compliance needs_credentials: false, writes_external: false - [system-prompt] accessibility-expert. Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/accessibility-expert.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-accessibility-expert.md license: MIT needs_credentials: false, writes_external: false - [skill] screen-reader-testing. Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-screen-reader-testing.md license: MIT install: npx skills add wshobson/agents --skill screen-reader-testing needs_credentials: false, writes_external: false - [skill] wcag-audit-patterns. Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design pattern source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-wcag-audit-patterns.md license: MIT install: npx skills add wshobson/agents --skill wcag-audit-patterns needs_credentials: false, writes_external: false - [skill] accessibility-review. Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast, keyboard navigation, touch target size, o source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/accessibility-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-accessibility-review.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill accessibility-review needs_credentials: false, writes_external: false - [skill] design-critique. Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feed source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-critique/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-critique.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-critique needs_credentials: false, writes_external: false - [skill] ux-copy. Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, fi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/ux-copy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-ux-copy.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ux-copy needs_credentials: false, writes_external: false - [system-prompt] ui-ux-tester. Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/ui-ux-tester.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-04-quality-security-ui-ux-tester.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer. Act as an elite frontend development specialist with deep expertise in modern JavaScript frameworks, responsive design, and user interface implementation. Your role encompasses designing reusable components, optimizing p source: https://prompts.chat/prompts/cmkb4dsp20009l404yrtmh4a4_frontend-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer Skill. This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript fra source: https://prompts.chat/prompts/cmjhdytu00001jm04yooccuhl_frontend-developer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer-skill.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] One visual direction was picked from UI Hub, with 2-4 named reference previews and the reasons; rejected clusters are written down. - [ ] A token sheet exists (4-6 colours with hex, type roles, radius scale, one card padding) before any CSS. - [ ] Long links, repo paths and commands wrap (overflow-wrap:anywhere) and never overflow a card. - [ ] All cards of a kind share the same padding and align their actions. - [ ] Text and controls pass WCAG 2.2 AA contrast in light and dark; keyboard focus is visible. - [ ] Motion uses transform/opacity only, has one orchestrated moment per page, and honours prefers-reduced-motion. - [ ] Four screenshots were checked: desktop 1440 and mobile 390, each in light and dark. - [ ] Lighthouse (or an equivalent audit) was run and every accessibility issue fixed. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: design-design-reviewer description: Agent Academy course for Design review and accessibility (Design). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/design/design-reviewer/ --- # Design review and accessibility · Design Goal: Learn to design an interface that does not look templated: pick one style from UI Hub, follow design skills, build, and verify with four screenshots. Permissions: Mostly read-only. Figma/Canva MCP servers need tokens; skills are text you can read. Installing a skill writes files into the project; ask first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/design-reviewer.json Skill pack: https://academy.incidental.site/packs/design/design-reviewer.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 「先出设计方案再写代码」Prompt（@Voxyz_ai）. 受众/目标 → 4–6 个色 token → 字体 → ASCII 线框 → 1 个标志元素；完成后桌面 + 手机截图对照 DESIGN.md source: https://x.com/i/status/2087178102505926740 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 10 个 UI Skills 实测 + 安全提醒（@Ryan95322865）. 动效控制在 300ms 内；约三分之一 Skills 有安全问题，装前先读 SKILL.md source: https://x.com/i/status/2077328569219604814 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 2026 产品设计师工作流（@dianne_alter）. 产品上下文 → Mobbin + Paper / Claude Code 原型 → Figma 组件进 Storybook → Agent 审查 source: https://x.com/i/status/2088261777758851497 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 8pt Grid（spec.fm）. 8 点栅格间距体系的经典讲解 source: https://spec.fm/specifics/8-pt-grid license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. Pick ONE visual direction from UI Hub (https://ui.incidental.site/api/resources.json, field `vs`). Write down 2-4 reference previews and the clusters you rejected. Clusters and item counts in this course: - minimal: 316 items - motion: 60 items - enterprise: 37 items - dark-tech: 27 items - editorial: 25 items - 3d: 21 items - gradient: 18 items - playful: 17 items - soft: 15 items - swiss: 13 items - apple: 12 items - material: 11 items - skeuomorphic: 8 items - utilitarian: 7 items - brutalist: 6 items - glass: 5 items - fluent: 3 items - retro: 2 items - industrial: 1 items - neumorphism: 1 items First case to read: how this site was designed by an agent: https://academy.incidental.site/cases/agent-academy-build/ (raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md) - [template] Critiquito: Design Critique. Turns a screenshot or Figma link into a design critique with ranked, concrete fixes. source: https://botsdots.site/templates/critiquito-design-critique license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/NqdH9qGvrq-yWRaXhJGM- needs_credentials: true, writes_external: true - [template] AV Engineer. A CTS-D level AV design reviewer and co-designer for AV integrators, consultants, and in-house AV teams. It checks quotes, scopes, and drawings. source: https://botsdots.site/templates/av-engineer license: template belongs to its creator (catalog CC0) install: https://x.ai/bot/ZNsaQzOsVBBe_8oGSoXAX needs_credentials: false, writes_external: false - [design-system] Apple Human Interface Guidelines. Apple's platform design guidance: foundations, patterns, components, inputs, technologies. source: https://developer.apple.com/design/human-interface-guidelines license: Apple terms; link only needs_credentials: false, writes_external: false - [design-system] Material Design 3. Google's open-source design system: foundations, styles (color, typography, motion), components. source: https://m3.material.io/ license: Google site terms; link only needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] impeccable. Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing page source: https://github.com/pbakaus/impeccable/blob/main/.claude/skills/impeccable/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/pbakaus-impeccable-claude-skills-impeccable-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [skill] web-design-guidelines. Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". source: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md license: NONE (no license file; GitHub API license=null) needs_credentials: false, writes_external: false - [standard] WCAG 2.2 (W3C Recommendation). Web Content Accessibility Guidelines 2.2: testable success criteria for accessible web content. source: https://www.w3.org/TR/WCAG22/ license: W3C Document License; link + quote with attribution needs_credentials: false, writes_external: false - [skill] ui-styling. Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-styling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-styling.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-styling needs_credentials: false, writes_external: false - [skill] ui-ux-pro-max. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-ux-pro-max/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-ux-pro-max.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max needs_credentials: false, writes_external: false - [skill] break-ui. Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it b source: https://github.com/emilkowalski/skills/blob/main/skills/break-ui/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-break-ui.md license: MIT install: npx skills add emilkowalski/skills --skill break-ui needs_credentials: false, writes_external: false - [skill] accessibility-compliance. Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/accessibility-compliance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-accessibility-compliance.md license: MIT install: npx skills add wshobson/agents --skill accessibility-compliance needs_credentials: false, writes_external: false - [system-prompt] accessibility-expert. Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/accessibility-expert.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-accessibility-expert.md license: MIT needs_credentials: false, writes_external: false - [skill] screen-reader-testing. Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-screen-reader-testing.md license: MIT install: npx skills add wshobson/agents --skill screen-reader-testing needs_credentials: false, writes_external: false - [skill] wcag-audit-patterns. Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design pattern source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-wcag-audit-patterns.md license: MIT install: npx skills add wshobson/agents --skill wcag-audit-patterns needs_credentials: false, writes_external: false - [skill] accessibility-review. Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast, keyboard navigation, touch target size, o source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/accessibility-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-accessibility-review.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill accessibility-review needs_credentials: false, writes_external: false - [skill] design-critique. Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feed source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-critique/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-critique.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-critique needs_credentials: false, writes_external: false - [skill] ux-copy. Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, fi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/ux-copy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-ux-copy.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ux-copy needs_credentials: false, writes_external: false - [system-prompt] ui-ux-tester. Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/ui-ux-tester.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-04-quality-security-ui-ux-tester.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer. Act as an elite frontend development specialist with deep expertise in modern JavaScript frameworks, responsive design, and user interface implementation. Your role encompasses designing reusable components, optimizing p source: https://prompts.chat/prompts/cmkb4dsp20009l404yrtmh4a4_frontend-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer Skill. This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript fra source: https://prompts.chat/prompts/cmjhdytu00001jm04yooccuhl_frontend-developer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer-skill.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Architecture & UI/UX Audit. It asks an AI to assume the persona of a Senior Frontend Engineer & Product Reviewer to perform a high-level critique of a Next.js (App Router) project. Instead of writing code, the prompt focuses on evaluating the archi source: https://prompts.chat/prompts/cmnae3hr70001jl044hvyilyj_architecture-uiux-audit raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-architecture-uiux-audit.md license: CC0-1.0 needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] How this site was designed (Agent Academy design record). source: https://academy.incidental.site/cases/agent-academy-build/. raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md - [workflow] accessibility-compliance. Audit web accessibility for WCAG compliance with automated axe-core tests, keyboard and screen reader checks, and remediation guidance source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/commands/accessibility-audit.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-commands-accessibility-audit.md license: MIT needs_credentials: false, writes_external: false - [workflow] ui-design. Audit UI code for WCAG compliance source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/commands/accessibility-audit.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-commands-accessibility-audit.md license: MIT needs_credentials: false, writes_external: false - [workflow] ui-design. Review existing UI for issues and improvements source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/commands/design-review.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-commands-design-review.md license: MIT needs_credentials: false, writes_external: false - [mcp] Supericons. Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons. source: https://github.com/curlymolelabs/supericons raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/mcp-io-github-curlymolelabs-supericons.md license: MIT install: npx -y @supericons/mcp needs_credentials: true, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] impeccable. Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing page source: https://github.com/pbakaus/impeccable/blob/main/.claude/skills/impeccable/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/pbakaus-impeccable-claude-skills-impeccable-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [skill] web-design-guidelines. Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". source: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md license: NONE (no license file; GitHub API license=null) needs_credentials: false, writes_external: false - [standard] WCAG 2.2 (W3C Recommendation). Web Content Accessibility Guidelines 2.2: testable success criteria for accessible web content. source: https://www.w3.org/TR/WCAG22/ license: W3C Document License; link + quote with attribution needs_credentials: false, writes_external: false - [skill] ui-styling. Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-styling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-styling.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-styling needs_credentials: false, writes_external: false - [skill] ui-ux-pro-max. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-ux-pro-max/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-ux-pro-max.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max needs_credentials: false, writes_external: false - [skill] break-ui. Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it b source: https://github.com/emilkowalski/skills/blob/main/skills/break-ui/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-break-ui.md license: MIT install: npx skills add emilkowalski/skills --skill break-ui needs_credentials: false, writes_external: false - [skill] accessibility-compliance. Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/accessibility-compliance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-accessibility-compliance.md license: MIT install: npx skills add wshobson/agents --skill accessibility-compliance needs_credentials: false, writes_external: false - [system-prompt] accessibility-expert. Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/accessibility-expert.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-accessibility-expert.md license: MIT needs_credentials: false, writes_external: false - [skill] screen-reader-testing. Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-screen-reader-testing.md license: MIT install: npx skills add wshobson/agents --skill screen-reader-testing needs_credentials: false, writes_external: false - [skill] wcag-audit-patterns. Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design pattern source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-wcag-audit-patterns.md license: MIT install: npx skills add wshobson/agents --skill wcag-audit-patterns needs_credentials: false, writes_external: false - [skill] accessibility-review. Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast, keyboard navigation, touch target size, o source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/accessibility-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-accessibility-review.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill accessibility-review needs_credentials: false, writes_external: false - [skill] design-critique. Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feed source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-critique/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-critique.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-critique needs_credentials: false, writes_external: false - [skill] ux-copy. Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, fi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/ux-copy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-ux-copy.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ux-copy needs_credentials: false, writes_external: false - [system-prompt] ui-ux-tester. Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/ui-ux-tester.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-04-quality-security-ui-ux-tester.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer. Act as an elite frontend development specialist with deep expertise in modern JavaScript frameworks, responsive design, and user interface implementation. Your role encompasses designing reusable components, optimizing p source: https://prompts.chat/prompts/cmkb4dsp20009l404yrtmh4a4_frontend-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer Skill. This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript fra source: https://prompts.chat/prompts/cmjhdytu00001jm04yooccuhl_frontend-developer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer-skill.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] One visual direction was picked from UI Hub, with 2-4 named reference previews and the reasons; rejected clusters are written down. - [ ] A token sheet exists (4-6 colours with hex, type roles, radius scale, one card padding) before any CSS. - [ ] Long links, repo paths and commands wrap (overflow-wrap:anywhere) and never overflow a card. - [ ] All cards of a kind share the same padding and align their actions. - [ ] Text and controls pass WCAG 2.2 AA contrast in light and dark; keyboard focus is visible. - [ ] Motion uses transform/opacity only, has one orchestrated moment per page, and honours prefers-reduced-motion. - [ ] Four screenshots were checked: desktop 1440 and mobile 390, each in light and dark. - [ ] Lighthouse (or an equivalent audit) was run and every accessibility issue fixed. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- --- name: design-ux-researcher description: Agent Academy course for UX research and writing (Design). Five ordered steps of real, source-linked resources. version: 2026-10-15 updated_at: 2026-10-15T10:41:56Z source: https://academy.incidental.site/courses/design/ux-researcher/ --- # UX research and writing · Design Goal: Learn to design an interface that does not look templated: pick one style from UI Hub, follow design skills, build, and verify with four screenshots. Permissions: Mostly read-only. Figma/Canva MCP servers need tokens; skills are text you can read. Installing a skill writes files into the project; ask first. Machine-readable version: https://raw.githubusercontent.com/SiinXu/agent-academy/main/academy/courses/design/ux-researcher.json Skill pack: https://academy.incidental.site/packs/design/ux-researcher.zip Changes feed: https://academy.incidental.site/api/changes.json Rules for the agent: read the steps in order. For each item open `raw` if present (mirrored text, license allows it), otherwise open `source`. Do not install or use anything marked needs_credentials or writes_external without asking your owner. ## Step 1: Enrol Read course.md: the job, the permissions it needs, and what good output looks like. - [tutorial] 「先出设计方案再写代码」Prompt（@Voxyz_ai）. 受众/目标 → 4–6 个色 token → 字体 → ASCII 线框 → 1 个标志元素；完成后桌面 + 手机截图对照 DESIGN.md source: https://x.com/i/status/2087178102505926740 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 10 个 UI Skills 实测 + 安全提醒（@Ryan95322865）. 动效控制在 300ms 内；约三分之一 Skills 有安全问题，装前先读 SKILL.md source: https://x.com/i/status/2077328569219604814 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 2026 产品设计师工作流（@dianne_alter）. 产品上下文 → Mobbin + Paper / Claude Code 原型 → Figma 组件进 Storybook → Agent 审查 source: https://x.com/i/status/2088261777758851497 license: see source (listed via UI Hub) needs_credentials: false, writes_external: false - [tutorial] 8pt Grid（spec.fm）. 8 点栅格间距体系的经典讲解 source: https://spec.fm/specifics/8-pt-grid license: see source (listed via UI Hub) needs_credentials: false, writes_external: false ## Step 2: Pick a direction Choose one style, platform or channel from the reference library. Only one. Pick ONE visual direction from UI Hub (https://ui.incidental.site/api/resources.json, field `vs`). Write down 2-4 reference previews and the clusters you rejected. Clusters and item counts in this course: - minimal: 316 items - motion: 60 items - enterprise: 37 items - dark-tech: 27 items - editorial: 25 items - 3d: 21 items - gradient: 18 items - playful: 17 items - soft: 15 items - swiss: 13 items - apple: 12 items - material: 11 items - skeuomorphic: 8 items - utilitarian: 7 items - brutalist: 6 items - glass: 5 items - fluent: 3 items - retro: 2 items - industrial: 1 items - neumorphism: 1 items First case to read: how this site was designed by an agent: https://academy.incidental.site/cases/agent-academy-build/ (raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md) - [design-system] Apple Human Interface Guidelines. Apple's platform design guidance: foundations, patterns, components, inputs, technologies. source: https://developer.apple.com/design/human-interface-guidelines license: Apple terms; link only needs_credentials: false, writes_external: false - [design-system] Material Design 3. Google's open-source design system: foundations, styles (color, typography, motion), components. source: https://m3.material.io/ license: Google site terms; link only needs_credentials: false, writes_external: false - [style-library] UI Hub (Incidental AI UI resource hub) — llms.txt / api. Curated multilingual directory of ~2,391 public UI resources with visual-style (vs) facets, design KB (specs, skills), JSON endpoints and a recommended design-skill workflow. source: https://ui.incidental.site/llms.txt license: aggregator; per-item license needs_credentials: false, writes_external: false - [plugin] Design plugin (knowledge-work-plugins). A design productivity plugin primarily designed for Cowork, Anthropic's agentic desktop application — though it also works in Claude Code. Helps with design critique, system management, UX writing, accessibility, researc source: https://github.com/anthropics/knowledge-work-plugins/tree/main/design raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design.md license: Apache-2.0 install: claude plugin marketplace add anthropics/knowledge-work-plugins needs_credentials: false, writes_external: false ## Step 3: Learn the rules Read the required skills, prompts and standards in order. - [skill] user-research. Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding the source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/user-research/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-user-research.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill user-research needs_credentials: false, writes_external: false - [system-prompt] ux-researcher. Use this agent when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover user needs. Invoke when you need usability testing, user interviews, source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/ux-researcher.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-08-business-product-ux-researcher.md license: MIT needs_credentials: false, writes_external: false - [skill] frontend-design. Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults. source: https://github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/anthropics-skills-skills-frontend-design-skill-md.md license: Apache-2.0 (per-skill LICENSE.txt; docx/pdf/pptx/xlsx are source-available, excluded) install: npx skills add anthropics/skills --skill frontend-design needs_credentials: false, writes_external: false - [skill] design-system. Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component specs, strategic slide creation. Use for design t source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/design-system/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-design-system-skill-md.md license: MIT needs_credentials: false, writes_external: false ## Step 4: Do it Follow a workflow or case. Install a skill or MCP server only if you have permission. - [case] How this site was designed (Agent Academy design record). source: https://academy.incidental.site/cases/agent-academy-build/. raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/content/cases/agent-academy-build.en.md - [workflow] UI Hub skills.json (recommended design workflow). Workflow: pick ONE direction skill (frontend-design or taste-skill) → search resources by style/kind → build with emil-design-eng → audit with impeccable + web-design-guidelines + accessibility → verify in browser light+ source: https://ui.incidental.site/api/skills.json license: aggregator needs_credentials: false, writes_external: false - [case] Ai Game Design Agent Team. The AI Game Design Agent Team is a collaborative game design system powered by AG2(formerly AutoGen)'s AI Agent framework. This app generates comprehensive game concepts through the coordination of multiple specialized A source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_game_design_agent_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-game-desi.md license: Apache-2.0 needs_credentials: false, writes_external: false - [case] Multimodal Design Agent Team. A Streamlit application that provides comprehensive design analysis using a team of specialized AI agents powered by Google's Gemini model. source: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-multimodal-d.md license: Apache-2.0 needs_credentials: false, writes_external: false - [workflow] accessibility-compliance. Audit web accessibility for WCAG compliance with automated axe-core tests, keyboard and screen reader checks, and remediation guidance source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/commands/accessibility-audit.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-commands-accessibility-audit.md license: MIT needs_credentials: false, writes_external: false ## Step 5: Self-check Go through the checklist and report the result to your owner. - [skill] impeccable. Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing page source: https://github.com/pbakaus/impeccable/blob/main/.claude/skills/impeccable/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/originals/pbakaus-impeccable-claude-skills-impeccable-skill-md.md license: Apache-2.0 needs_credentials: false, writes_external: false - [skill] web-design-guidelines. Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". source: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md license: NONE (no license file; GitHub API license=null) needs_credentials: false, writes_external: false - [standard] WCAG 2.2 (W3C Recommendation). Web Content Accessibility Guidelines 2.2: testable success criteria for accessible web content. source: https://www.w3.org/TR/WCAG22/ license: W3C Document License; link + quote with attribution needs_credentials: false, writes_external: false - [skill] ui-styling. Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-styling/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-styling.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-styling needs_credentials: false, writes_external: false - [skill] ui-ux-pro-max. UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, respon source: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/.claude/skills/ui-ux-pro-max/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/nextlevelbuilder-ui-ux-pro-max-skill-claude-skills-ui-ux-pro-max.md license: MIT install: npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max needs_credentials: false, writes_external: false - [skill] break-ui. Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it b source: https://github.com/emilkowalski/skills/blob/main/skills/break-ui/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/emilkowalski-skills-skills-break-ui.md license: MIT install: npx skills add emilkowalski/skills --skill break-ui needs_credentials: false, writes_external: false - [skill] accessibility-compliance. Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/skills/accessibility-compliance/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-skills-accessibility-compliance.md license: MIT install: npx skills add wshobson/agents --skill accessibility-compliance needs_credentials: false, writes_external: false - [system-prompt] accessibility-expert. Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY source: https://github.com/wshobson/agents/blob/main/plugins/ui-design/agents/accessibility-expert.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-ui-design-agents-accessibility-expert.md license: MIT needs_credentials: false, writes_external: false - [skill] screen-reader-testing. Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support. source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/screen-reader-testing/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-screen-reader-testing.md license: MIT install: npx skills add wshobson/agents --skill screen-reader-testing needs_credentials: false, writes_external: false - [skill] wcag-audit-patterns. Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design pattern source: https://github.com/wshobson/agents/blob/main/plugins/accessibility-compliance/skills/wcag-audit-patterns/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/wshobson-agents-plugins-accessibility-compliance-skills-wcag-audit-patterns.md license: MIT install: npx skills add wshobson/agents --skill wcag-audit-patterns needs_credentials: false, writes_external: false - [skill] accessibility-review. Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast, keyboard navigation, touch target size, o source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/accessibility-review/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-accessibility-review.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill accessibility-review needs_credentials: false, writes_external: false - [skill] design-critique. Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feed source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/design-critique/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-design-critique.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill design-critique needs_credentials: false, writes_external: false - [skill] ux-copy. Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, fi source: https://github.com/anthropics/knowledge-work-plugins/blob/main/design/skills/ux-copy/SKILL.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-design-skills-ux-copy.md license: Apache-2.0 install: npx skills add anthropics/knowledge-work-plugins --skill ux-copy needs_credentials: false, writes_external: false - [system-prompt] ui-ux-tester. Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defect reporting. source: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/ui-ux-tester.md raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/voltagent-awesome-claude-code-subagents-categories-04-quality-security-ui-ux-tester.md license: MIT needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer. Act as an elite frontend development specialist with deep expertise in modern JavaScript frameworks, responsive design, and user interface implementation. Your role encompasses designing reusable components, optimizing p source: https://prompts.chat/prompts/cmkb4dsp20009l404yrtmh4a4_frontend-developer raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer.md license: CC0-1.0 needs_credentials: false, writes_external: false - [system-prompt] Frontend Developer Skill. This prompt is designed for an elite frontend development specialist. It outlines responsibilities and skills required for building high-performance, responsive, and accessible user interfaces using modern JavaScript fra source: https://prompts.chat/prompts/cmjhdytu00001jm04yooccuhl_frontend-developer-skill raw: https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/prompts-chat-frontend-developer-skill.md license: CC0-1.0 needs_credentials: false, writes_external: false ### Checklist - [ ] One visual direction was picked from UI Hub, with 2-4 named reference previews and the reasons; rejected clusters are written down. - [ ] A token sheet exists (4-6 colours with hex, type roles, radius scale, one card padding) before any CSS. - [ ] Long links, repo paths and commands wrap (overflow-wrap:anywhere) and never overflow a card. - [ ] All cards of a kind share the same padding and align their actions. - [ ] Text and controls pass WCAG 2.2 AA contrast in light and dark; keyboard focus is visible. - [ ] Motion uses transform/opacity only, has one orchestrated moment per page, and honours prefers-reduced-motion. - [ ] Four screenshots were checked: desktop 1440 and mobile 390, each in light and dark. - [ ] Lighthouse (or an equivalent audit) was run and every accessibility issue fixed. Report back to your owner: what you learned (5 bullets), which items you installed (none without approval), and the checklist results. --- ## The brief Agent Academy is a school that agents read: real skills, prompts, MCP servers and bot templates, sorted by profession, each with its source link and licence. The home page has one job: show what is inside and hand over one prompt to copy. Constraints: 10 languages, light and dark, long links never overflow, one card padding everywhere. ## Rules that held - **Neutral plus one accent.** Every style uses one neutral scale and a single accent, and text contrast stays at 4.5:1 or better. - **Every module comes from UI Hub.** Each block names the Hub item it was ported from: id, preview and original code. Where the port deviates, the reason is written down. - **Screenshots decide.** Nothing ships before desktop and mobile shots in both themes are checked for overflow, clipping and uneven padding. ## What changed between rounds The first rounds picked a look first and found components later. The result was decoration without a job, and it was rejected. From round four the order flipped: choose the Hub component for each module, port it from its source, then theme it with tokens. That is also why three styles can share one page structure: only tokens, fonts and the signature modules change. ## How switching works A small script sets `` before the first paint, from `?skin=`, then the saved choice, then A. Light and dark are a separate toggle. Each style's CSS is scoped to its skin, so switching loads nothing new and never flashes.