{"version":"https://jsonfeed.org/version/1.1","title":"Agent Academy changes","home_page_url":"https://academy.incidental.site/","feed_url":"https://academy.incidental.site/feed.json","items":[{"id":"ashishpatel26-500-ai-agents-projects#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/ashishpatel26-500-ai-agents-projects/","title":"added: 500 AI Agents Projects (includes customer service use cases)","content_text":"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.\nSource: https://github.com/ashishpatel26/500-AI-Agents-Projects","date_published":"2026-10-15T10:41:56Z","tags":["added","awesome-list","customer-service"]},{"id":"sierra-research-tau2-bench#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/sierra-research-tau2-bench/","title":"added: tau2-bench (customer-service agent benchmark)","content_text":"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.\nSource: https://github.com/sierra-research/tau2-bench","date_published":"2026-10-15T10:41:56Z","tags":["added","benchmark","customer-service"]},{"id":"openai-openai-agents-python-examples-customer-service-main-py#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/openai-openai-agents-python-examples-customer-service-main-py/","title":"added: Customer Service","content_text":"from __future__ import annotations as _annotations\nSource: https://github.com/openai/openai-agents-python/tree/main/examples/customer_service","date_published":"2026-10-15T10:41:56Z","tags":["added","case","customer-service"]},{"id":"openai-openai-cs-agents-demo#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/openai-openai-cs-agents-demo/","title":"added: OpenAI customer service agents demo (Agents SDK)","content_text":"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/).\nSource: https://github.com/openai/openai-cs-agents-demo","date_published":"2026-10-15T10:41:56Z","tags":["added","case","customer-service"]},{"id":"shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-customer-support-age#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-single-agent-apps-ai-customer-support-age/","title":"added: ai_customer_support_agent","content_text":"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 Qdrant as the vector store.\nSource: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_customer_support_agent","date_published":"2026-10-15T10:41:56Z","tags":["added","case","customer-service"]},{"id":"shubhamsaboo-awesome-llm-apps-voice-ai-agents-customer-support-voice-agent#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/shubhamsaboo-awesome-llm-apps-voice-ai-agents-customer-support-voice-agent/","title":"added: Customer Support Voice Agent","content_text":"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 websites with Firecrawl, processes the content into a searchable knowledge base with Qdrant, and provides both text and voice responses to user queries.\nSource: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/voice_ai_agents/customer_support_voice_agent","date_published":"2026-10-15T10:41:56Z","tags":["added","case","customer-service"]},{"id":"mcp-ai-inbrix-helpdesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-ai-inbrix-helpdesk/","title":"added: inbrix","content_text":"AI-native helpdesk hosted in Germany: tickets, replies, KPIs and knowledge base over MCP.\nSource: https://www.inbrix.ai/en","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-app-bestappify-shopify-app-store#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-app-bestappify-shopify-app-store/","title":"added: BestAppify — Shopify App Store Intelligence","content_text":"Shopify App Store intelligence: keyword ranks, competitors, reviews, revenue. Free tier.\nSource: https://bestappify.com/mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-com-a2awire-benchmark-ticket-triage-2026-09-15-64b68b3e#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-a2awire-benchmark-ticket-triage-2026-09-15-64b68b3e/","title":"added: Customer Support QA — Ticket Triage — Quillon Partners (64b68b3e)","content_text":"12 synthetic ticket exception cases: duplicate payouts, breach watch list entries, missing documenta\nSource: https://github.com/ee324/a2awire","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-com-edgethirteen-www-hubspot-dbv#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-edgethirteen-www-hubspot-dbv/","title":"added: com.edgethirteen.www/hubspot-dbv","content_text":"Free map of HubSpot legacy v1-v4 API operations to their date-based-versioning replacements.\nSource: https://www.edgethirteen.com/tools/hubspot-dbv","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-com-hasdata-shopify#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-hasdata-shopify/","title":"added: HasData Shopify","content_text":"The public product catalogue and collections of any Shopify storefront, as structured JSON.\nSource: https://github.com/HasData/shopify-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-com-mcparmory-shopify-admin#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-mcparmory-shopify-admin/","title":"added: com.mcparmory/shopify-admin","content_text":"Manage products, orders, customers, inventory, and store configuration\nSource: https://github.com/mcparmory/registry","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-com-moltlinestudio-shopify#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-moltlinestudio-shopify/","title":"added: Moltline Shopify Prep","content_text":"Check a product CSV, handles, variant matrices and metafield keys. 4 of 6 free.\nSource: https://github.com/GarphenGate/moltline-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-com-swifteq-zendesk-mcp-server#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-swifteq-zendesk-mcp-server/","title":"added: Swifteq MCP Server for Zendesk","content_text":"Connect Claude, ChatGPT or any AI assistant to Zendesk tickets, CSAT, macros and Help Center.\nSource: https://www.swifteq.com/zendesk-mcp-server","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-a1-x-tech-mcp-shopify-admin#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-a1-x-tech-mcp-shopify-admin/","title":"added: Shopify Admin MCP","content_text":"MCP server for the Shopify Admin API: products, orders, customers, inventory, discounts.\nSource: https://github.com/A1-x-Tech/mcp-shopify-admin","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-aiwerk-mcp-server-shopify#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-aiwerk-mcp-server-shopify/","title":"added: io.github.AIWerk/mcp-server-shopify","content_text":"Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write).\nSource: https://github.com/AIWerk/mcp-server-shopify","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-alex-brecher-shopify-multi-store#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-alex-brecher-shopify-multi-store/","title":"added: io.github.alex-brecher/shopify-multi-store","content_text":"Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates.\nSource: https://github.com/alex-brecher/shopify-multi-store","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-builtbyabs-shopify-geo-audit#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-builtbyabs-shopify-geo-audit/","title":"added: io.github.builtbyabs/shopify-geo-audit","content_text":"Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.\nSource: https://github.com/builtbyabs/shopify-geo-audit","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-centrify-internal-hubspot-integrations-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-centrify-internal-hubspot-integrations-mcp/","title":"added: HubSpot Integrations MCP","content_text":"MCP server for the HubSpot Integrations Center HubDB: search and retrieve integration data.\nSource: https://github.com/Centrify-Internal/hubspot-mcp-server","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-codespar-mcp-shopify#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-codespar-mcp-shopify/","title":"added: io.github.codespar/mcp-shopify","content_text":"MCP server for Shopify — Admin REST API (orders, products, customers, inventory, fulfillments)\nSource: https://github.com/codespar/mcp-dev-latam","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-den-indance-shopify-mcp-pro#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-den-indance-shopify-mcp-pro/","title":"added: io.github.den-indance/shopify-mcp-pro","content_text":"Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shopify API 2026-04.\nSource: https://github.com/den-indance/shopify-mcp-pro","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-dizzyvinci-shopify-catalog-monitor#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-dizzyvinci-shopify-catalog-monitor/","title":"added: Shopify Catalog Monitor","content_text":"Track price drops, stock-outs, restocks, and new/removed products across Shopify stores.\nSource: https://github.com/dizzyvinci/apify-foundry","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-dragnoir-shopify-theme-inspector#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-dragnoir-shopify-theme-inspector/","title":"added: io.github.dragnoir/shopify-theme-inspector","content_text":"Profile Shopify Liquid performance, find slow theme code, and explain fixes in plain language.\nSource: https://github.com/dragnoir/Shopify-Theme-Inspector-MCP","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-fruggr-zendesk-mcp-server#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-fruggr-zendesk-mcp-server/","title":"added: io.github.fruggr/zendesk-mcp-server","content_text":"Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant.\nSource: https://github.com/fruggr/zendesk-mcp-server","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-ivansky1-shopify-csv-catalog-check#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-ivansky1-shopify-csv-catalog-check/","title":"added: UNLAV Shopify CSV Catalog Check","content_text":"Paid Shopify CSV diagnostics for duplicate SKUs, malformed variants, and import risks.\nSource: https://github.com/Ivansky1/unlav-shopify-catalog-check-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-jitbit-jitbit-helpdesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-jitbit-jitbit-helpdesk/","title":"added: Jitbit Helpdesk","content_text":"MCP server for Jitbit Helpdesk: search, list, read, and reply to support tickets from AI assistants.\nSource: https://github.com/jitbit/jitbit-helpdesk-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-jpka-shopify-operations-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-jpka-shopify-operations-mcp/","title":"added: shopify-operations-mcp","content_text":"Safe-write Shopify operations: plan-before-execute writes with out-of-band approval and audit.\nSource: https://github.com/jpka/shopify-operations-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-kurious8282-moneybug-shopify-billing-integrity#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-kurious8282-moneybug-shopify-billing-integrity/","title":"added: MoneyBug Shopify Billing Integrity","content_text":"Shopify usage billing guard: App Events idempotency, retry risk, and cycle reconciliation.\nSource: https://apify.com/moneybug/shopify-billing-integrity-api","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-kurious8282-moneybug-shopify-monetization-intelligence#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-kurious8282-moneybug-shopify-monetization-intelligence/","title":"added: MoneyBug Shopify Monetization Intelligence","content_text":"Shopify app monetization: pricing, usage fees, percentage billing, and M&A fingerprints.\nSource: https://apify.com/moneybug/shopify-app-monetization-intelligence","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-markusvankempen-zendesk-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-markusvankempen-zendesk-mcp/","title":"added: Zendesk MCP","content_text":"Zendesk MCP: 14 tools for AI agents — create, search, assign, comment, and close support tickets.\nSource: https://github.com/markusvankempen/zendesk-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-mcp-dir-crisp-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-mcp-dir-crisp-mcp/","title":"added: Crisp","content_text":"Customer support, live chat, CRM and helpdesk on Crisp with the full official REST API v1 (api.crisp\nSource: https://github.com/mcp-dir/crisp-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-michaelrice-zendesk-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-michaelrice-zendesk-mcp/","title":"added: io.github.michaelrice/zendesk-mcp","content_text":"Zendesk MCP server for Claude Code and other MCP clients\nSource: https://github.com/michaelrice/zendesk-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-miller-joe-shopify-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-miller-joe-shopify-mcp/","title":"added: io.github.miller-joe/shopify-mcp","content_text":"MCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation.\nSource: https://github.com/miller-joe/shopify-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-mindstone-mcp-server-zendesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-mindstone-mcp-server-zendesk/","title":"added: Zendesk","content_text":"Zendesk MCP server for Model Context Protocol hosts\nSource: https://github.com/mindstone/mcp-servers","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-mrfentmen-twilio-mcp-server#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-mrfentmen-twilio-mcp-server/","title":"added: io.github.mrfentmen/twilio-mcp-server","content_text":"Send SMS, MMS, WhatsApp messages, make voice calls, and manage Twilio phone numbers.\nSource: https://github.com/mrfentmen/twilio-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-muhammadtalhamt-intercom#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-muhammadtalhamt-intercom/","title":"added: io.github.MuhammadTalhaMT/intercom","content_text":"Relays messages between two Claude Code sessions on different machines using the Channels API\nSource: https://github.com/MuhammadTalhaMT/claude-intercom","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-nazariinalyvaikobs-shopify-store-builder-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-nazariinalyvaikobs-shopify-store-builder-mcp/","title":"added: io.github.nazariinalyvaikobs/shopify-store-builder-mcp","content_text":"MCP server for building Shopify stores via the Admin GraphQL API: themes, pages, and navigation\nSource: https://github.com/nazarii-nalyvaiko-bs/EasyCrm-MCP","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-ohneben-hubspot-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-ohneben-hubspot-mcp/","title":"added: HubSpot","content_text":"HubSpot API: 1,000+ endpoints as safety-categorized, hub- and plan-aware MCP tools, stdio or HTTP.\nSource: https://github.com/ohneben/Hubspot-MCP","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-pipeworx-io-freshdesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-pipeworx-io-freshdesk/","title":"added: Freshdesk","content_text":"Freshdesk MCP Pack — helpdesk ticket and contact management via Freshdesk API v2.\nSource: https://github.com/pipeworx-io/mcp-freshdesk","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-pipeworx-io-hubspot#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-pipeworx-io-hubspot/","title":"added: Hubspot","content_text":"HubSpot MCP Pack\nSource: https://github.com/pipeworx-io/mcp-hubspot","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-pipeworx-io-intercom#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-pipeworx-io-intercom/","title":"added: Intercom","content_text":"Intercom MCP Pack — contacts, conversations, companies via OAuth.\nSource: https://github.com/pipeworx-io/mcp-intercom","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-pipeworx-io-pipeworx-faq#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-pipeworx-io-pipeworx-faq/","title":"added: Pipeworx Faq","content_text":"Pipeworx FAQ MCP — curated answers to questions ABOUT Pipeworx itself\nSource: https://github.com/pipeworx-io/mcp-pipeworx-faq","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-pipeworx-io-shopify#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-pipeworx-io-shopify/","title":"added: Shopify","content_text":"Shopify MCP Pack — wraps the Shopify Admin REST API (2024-01)\nSource: https://github.com/pipeworx-io/mcp-shopify","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-pipeworx-io-twilio#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-pipeworx-io-twilio/","title":"added: Twilio","content_text":"Twilio MCP Pack — send SMS, list messages, make calls via Twilio REST API.\nSource: https://github.com/pipeworx-io/mcp-twilio","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-pipeworx-io-zendesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-pipeworx-io-zendesk/","title":"added: Zendesk","content_text":"Zendesk MCP Pack — tickets, users, organizations via OAuth.\nSource: https://github.com/pipeworx-io/mcp-zendesk","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-prometheusagency-shopify-app-store-scraper#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-prometheusagency-shopify-app-store-scraper/","title":"added: io.github.PrometheusAgency/shopify-app-store-scraper","content_text":"Scrape Shopify App Store apps, full review histories and catalog. E-commerce market research.\nSource: https://apify.com/prometheusagency/shopify-app-store-scraper","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-saulius876-lgtm-shopify-price-monitor#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-saulius876-lgtm-shopify-price-monitor/","title":"added: Shopify Price and Stock Monitor","content_text":"Prices, stock and variants of products on any public Shopify store, with change and margin checks.\nSource: https://apify.com/sauliusautomatesit/shopify-price-margin-monitor","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-saulius876-lgtm-trustpilot-reviews#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-saulius876-lgtm-trustpilot-reviews/","title":"added: Trustpilot Reviews Scraper","content_text":"Trustpilot reviews for any company domain: ratings, text, replies, and unanswered low-star reviews.\nSource: https://apify.com/sauliusautomatesit/trustpilot-review-followup","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-github-servosity-hubspot-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-servosity-hubspot-mcp/","title":"added: HubSpot MCP","content_text":"Every HubSpot Sales Hub feature, plus offline cross-object queries, property-change-history\nSource: https://github.com/Servosity/msp-skills","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-scalably-shopify-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-scalably-shopify-mcp/","title":"added: Shopify MCP","content_text":"Read-only Shopify Admin GraphQL MCP: query, introspect, bulk export, ShopifyQL. 6 tools.\nSource: https://github.com/scalably-io/shopify-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-storeradar-shopify-store-database#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-storeradar-shopify-store-database/","title":"added: StoreRadar: Shopify store database","content_text":"Search, count and inspect 2.6M+ live Shopify stores by apps, tech stack, theme and country.\nSource: https://www.storeradar.io/shopify-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-io-usefulapi-zendesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-usefulapi-zendesk/","title":"added: Zendesk MCP by usefulapi","content_text":"Read tickets, users, orgs, macros and satisfaction ratings; create, update and comment on tickets.\nSource: https://github.com/m190/usefulapi-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"mcp-kz-tehprof-support-helpdesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-kz-tehprof-support-helpdesk/","title":"added: TehProf Support","content_text":"Helpdesk tickets from your AI: find, reply, take, hold, complete — within your own role. OAuth.\nSource: https://github.com/tehprof/support-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"reminia-zendesk-mcp-server#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/reminia-zendesk-mcp-server/","title":"added: Zendesk MCP server","content_text":"A Model Context Protocol server for Zendesk.\nSource: https://github.com/reminia/zendesk-mcp-server","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"wyre-ai-freshdesk-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wyre-ai-freshdesk-mcp/","title":"added: Freshdesk MCP server","content_text":"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, companies, agents, groups, the knowledge base, and SLA/business-hours configuratio\nSource: https://github.com/WYRE-AI/freshdesk-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","customer-service"]},{"id":"anthropics-knowledge-work-plugins-customer-support#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-customer-support/","title":"added: Customer Support plugin (Anthropic knowledge-work-plugins)","content_text":"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, response drafting, customer research, and knowledge base authoring for support t\nSource: https://github.com/anthropics/knowledge-work-plugins/tree/main/customer-support","date_published":"2026-10-15T10:41:56Z","tags":["added","plugin","customer-service"]},{"id":"google-adk-recipes-plugins-retail#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/google-adk-recipes-plugins-retail/","title":"added: ADK retail plugin","content_text":"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.json` + `skills/<skill-name>/SKILL.md`):\nSource: https://github.com/google/adk-recipes/tree/main/plugins/retail","date_published":"2026-10-15T10:41:56Z","tags":["added","plugin","customer-service"]},{"id":"anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-customer-support-skills-customer-escalation-skill-md/","title":"added: customer-escalation","content_text":"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 churn, or an issue has sat unresolved past its SLA.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-escalation/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"anthropics-knowledge-work-plugins-customer-support-skills-customer-research-skill-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-customer-support-skills-customer-research-skill-md/","title":"added: customer-research","content_text":"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 told to a specific account, or gathering background before drafting a response.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/customer-research/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"anthropics-knowledge-work-plugins-customer-support-skills-draft-response-skill-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-customer-support-skills-draft-response-skill-md/","title":"added: draft-response","content_text":"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, declining a feature request, or replying to a billing issue.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/draft-response/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"anthropics-knowledge-work-plugins-customer-support-skills-kb-article-skill-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-customer-support-skills-kb-article-skill-md/","title":"added: kb-article","content_text":"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 known issue should be communicated to customers.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/kb-article/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"anthropics-knowledge-work-plugins-customer-support-skills-ticket-triage-skill-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-customer-support-skills-ticket-triage-skill-md/","title":"added: ticket-triage","content_text":"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 known issue before routing.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support/skills/ticket-triage/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"coreyhaines31-marketingskills-skills-churn-prevention-skill-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/coreyhaines31-marketingskills-skills-churn-prevention-skill-md/","title":"added: churn-prevention","content_text":"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 offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit sur\nSource: https://github.com/coreyhaines31/marketingskills/blob/main/skills/churn-prevention/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"google-adk-recipes-plugins-retail-skills-product-search-skill-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/google-adk-recipes-plugins-retail-skills-product-search-skill-md/","title":"added: retail-product-search","content_text":"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 e-commerce search\", \"make a shopping assistant\", \"set up semantic catalog discov\nSource: https://github.com/google/adk-recipes/blob/main/plugins/retail/skills/product-search/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"google-adk-recipes-plugins-retail-skills-virtual-tryon#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/google-adk-recipes-plugins-retail-skills-virtual-tryon/","title":"added: retail-virtual-tryon","content_text":"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/video generation pipelines, local testing, and evaluation.\nSource: https://github.com/google/adk-recipes/blob/main/plugins/retail/skills/virtual-tryon/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","customer-service"]},{"id":"prompts-chat-ai-customer-support-specialist#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/prompts-chat-ai-customer-support-specialist/","title":"added: AI Customer Support Specialist","content_text":"Act as an AI Customer Support Specialist to assist users with inquiries and provide solutions efficiently.\nSource: https://prompts.chat/prompts/cmj81buvg0004tw0q1in0rkal_ai-customer-support-specialist","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"prompts-chat-customer-complaint-reply-system#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/prompts-chat-customer-complaint-reply-system/","title":"added: Customer Complaint Reply System","content_text":"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 brand credibility, and move the conversation toward resolution. Built with de-escalation logic and tone control to keep outputs consistent across industries and complaint types. The final response is…\nSource: https://prompts.chat/prompts/cmp3infd60004kv04amyiigtj_customer-complaint-reply-system","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"prompts-chat-customer-support-reply-drafter-empathy-policy#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/prompts-chat-customer-support-reply-drafter-empathy-policy/","title":"added: Customer Support Reply Drafter (Empathy + Policy)","content_text":"Drafts support replies that stay warm, accurate, and policy-safe.\nSource: https://prompts.chat/prompts/cmuvobkhb0004l307voj326w7_customer-support-reply-drafter-empathy-policy","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"prompts-chat-legal-document-generator-agent-role#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/prompts-chat-legal-document-generator-agent-role/","title":"added: Legal Document Generator Agent Role","content_text":"Generates comprehensive legal and policy documents (ToS, Privacy Policy, Cookie Policy, Community Guidelines, Content Policy, Refund Policy) tailored to a product or service.\nSource: https://prompts.chat/prompts/cmmx2ya3s000hic04l0i60mil_legal-document-generator-agent-role","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"sierra-research-tau2-bench-data-tau2-domains-airline-policy#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/sierra-research-tau2-bench-data-tau2-domains-airline-policy/","title":"added: tau2-bench airline agent policy","content_text":"The current time is 2024-05-15 15:00:00 EST.\nSource: https://github.com/sierra-research/tau2-bench/blob/main/data/tau2/domains/airline/policy.md","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"sierra-research-tau2-bench-data-tau2-domains-retail-policy-md#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/sierra-research-tau2-bench-data-tau2-domains-retail-policy-md/","title":"added: tau2 retail agent policy","content_text":"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.\nSource: https://github.com/sierra-research/tau2-bench/blob/main/data/tau2/domains/retail/policy.md","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"sierra-research-tau2-bench-data-tau2-domains-telecom-main-policy#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/sierra-research-tau2-bench-data-tau2-domains-telecom-main-policy/","title":"added: tau2-bench telecom agent policy","content_text":"The current time is 2025-02-25 12:08:00 EST.\nSource: https://github.com/sierra-research/tau2-bench/blob/main/data/tau2/domains/telecom/main_policy.md","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"voltagent-awesome-claude-code-subagents-categories-08-business-product-customer-success-ma#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/voltagent-awesome-claude-code-subagents-categories-08-business-product-customer-success-ma/","title":"added: customer-success-manager","content_text":"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, product adoption optimization, and customer success planning.\nSource: https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/customer-success-manager.md","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"wshobson-agents-plugins-customer-sales-automation-agents-customer-support#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-customer-sales-automation-agents-customer-support/","title":"added: customer-support","content_text":"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 optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive customer experience management.\nSource: https://github.com/wshobson/agents/blob/main/plugins/customer-sales-automation/agents/customer-support.md","date_published":"2026-10-15T10:41:56Z","tags":["added","system-prompt","customer-service"]},{"id":"botsdots-big-tony#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-big-tony/","title":"added: Big Tony","content_text":"Your enforcer against AI customer service. Big Tony handles cancellations that weren't honored, ghost charges, retention traps, fraud cleanup, and\nSource: https://botsdots.site/templates/big-tony","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-call-faq-miner#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-call-faq-miner/","title":"added: Call FAQ Miner","content_text":"Keep enablement current from real calls. Tracks questions, timestamps answers, and links back to the source recording.\nSource: https://botsdots.site/templates/call-faq-miner","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-churn-retention-manager#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-churn-retention-manager/","title":"added: Churn retention manager","content_text":"Steps in on cancellations and failed payments before you lose the customer\nSource: https://botsdots.site/templates/churn-retention-manager","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-claims-finder#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-claims-finder/","title":"added: Claims Finder","content_text":"Digs through your inbox receipts for refunds, settlements and unclaimed money\nSource: https://botsdots.site/templates/claims-finder","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-colombia-move#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-colombia-move/","title":"added: Colombia Move","content_text":"Bilingual help desk for the Colombia Move marketplace in Spanish or English\nSource: https://botsdots.site/templates/colombia-move","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-customer-care#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-customer-care/","title":"added: Customer Care","content_text":"Handles refunds and disputes, drafts support messages\nSource: https://botsdots.site/templates/customer-care","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-customer-service#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-customer-service/","title":"added: Customer Service","content_text":"Customer service desk that drafts replies from your policy voice\nSource: https://botsdots.site/templates/customer-service","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-customer-support-desk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-customer-support-desk/","title":"added: Customer Support Desk","content_text":"Sorts your support inbox, drafts replies in your voice, builds an FAQ from repeat questions, and watches for churn signals\nSource: https://botsdots.site/templates/customer-support-desk","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-customer-support-idiot-buffer#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-customer-support-idiot-buffer/","title":"added: Customer Support Idiot Buffer","content_text":"Calls customer support for you via a voice bridge and steers mid-call from chat\nSource: https://botsdots.site/templates/customer-support-idiot-buffer","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-family-wordpress-helpdesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-family-wordpress-helpdesk/","title":"added: Family WordPress helpdesk","content_text":"A help desk for the relative who runs the family WordPress site\nSource: https://botsdots.site/templates/family-wordpress-helpdesk","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-faqt#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-faqt/","title":"added: FAQT","content_text":"FAQ-library first-line info@ assistant.\nSource: https://botsdots.site/templates/faqt","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-google-business-profile-manager#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-google-business-profile-manager/","title":"added: Google Business Profile Manager","content_text":"You run one Google Business Profile for a local business: draft posts and review replies, audit the listing, clear Needs Attention → 100% Completeness,\nSource: https://botsdots.site/templates/google-business-profile-manager","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-grok-customer-support#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-grok-customer-support/","title":"added: X Signal Prospector","content_text":"Sits on hold with customer support so you do not have to\nSource: https://botsdots.site/templates/grok-customer-support","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-grok-customer-support-bizp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-grok-customer-support-bizp/","title":"added: Grok Customer Support","content_text":"Eggbot-pruned Twilio to Grok Voice bridge that calls customer support for you\nSource: https://botsdots.site/templates/grok-customer-support-bizp","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-holly-helpdesk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-holly-helpdesk/","title":"added: Holly Helpdesk","content_text":"Runs the support inbox and help desk as a frontline agent\nSource: https://botsdots.site/templates/holly-helpdesk","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-holly-helpdesk-sioe#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-holly-helpdesk-sioe/","title":"added: Holly Helpdesk","content_text":"Frontline customer support.\nSource: https://botsdots.site/templates/holly-helpdesk-sioe","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-hubspot-helper#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-hubspot-helper/","title":"added: HubSpot Helper","content_text":"A HubSpot help desk that answers CRM, workflow, reporting and API questions with numbered steps checked against live HubSpot docs.\nSource: https://botsdots.site/templates/hubspot-helper","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-it-department-lead#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-it-department-lead/","title":"added: IT Department Lead","content_text":"Staffs a bench of IT sub-bots across helpdesk, systems, network and security\nSource: https://botsdots.site/templates/it-department-lead","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-noshipsherlock#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-noshipsherlock/","title":"added: NoShipSherlock","content_text":"Lost Package Desk for a store: tracks missing, stalled, and delivered-but-not-received shipments, runs carrier playbooks, and never files or refunds\nSource: https://botsdots.site/templates/noshipsherlock","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-product-support-inbox-assistant#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-product-support-inbox-assistant/","title":"added: Product Support Inbox Assistant","content_text":"Helps you find and draft answers to product questions. Never sends emails without you.\nSource: https://botsdots.site/templates/product-support-inbox-assistant","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-reva#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-reva/","title":"added: Reva","content_text":"Review Reply Desk for any brand. Triages Google, Yelp, App Store, Facebook, and industry reviews, drafts tone-matched replies, and escalates legal-risk\nSource: https://botsdots.site/templates/reva","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-review-desk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-review-desk/","title":"added: Review Desk","content_text":"Drafts review replies in your shop's own voice, star-sorted, with you approving each one\nSource: https://botsdots.site/templates/review-desk","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-review-reply-craft#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-review-reply-craft/","title":"added: Review Reply Craft","content_text":"Helps small local businesses write human-sounding Google review replies and turn goodwill into paid reply packs\nSource: https://botsdots.site/templates/review-reply-craft","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-review-reply-drafter#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-review-reply-drafter/","title":"added: Review Reply Drafter","content_text":"Draft replies to public reviews from paste.\nSource: https://botsdots.site/templates/review-reply-drafter","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-support-reply-drafter#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-support-reply-drafter/","title":"added: Support Reply Drafter","content_text":"Drafts a short care reply from a pasted support ticket or customer email, for you to send.\nSource: https://botsdots.site/templates/support-reply-drafter","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-support-triage-bot#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-support-triage-bot/","title":"added: Support Triage Bot","content_text":"Triage customer support into Linear: retitle in-app feedback, file factual tickets from Slack/HubSpot, and surface a short diagnosis — never contact\nSource: https://botsdots.site/templates/support-triage-bot","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-ticket-desk#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-ticket-desk/","title":"added: Ticket Desk","content_text":"Flags urgent support tickets, drafts replies from your docs, and turns gaps into help-article drafts; never sends\nSource: https://botsdots.site/templates/ticket-desk","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"botsdots-xchat-ec6g#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/botsdots-xchat-ec6g/","title":"added: XChat 고객센터 봇","content_text":"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\nSource: https://botsdots.site/templates/xchat-ec6g","date_published":"2026-10-15T10:41:56Z","tags":["added","template","customer-service"]},{"id":"anthropics-claude-cookbooks-tool-use-customer-service-agent-ipynb#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-claude-cookbooks-tool-use-customer-service-agent-ipynb/","title":"added: Customer service agent with tool use (Claude cookbook)","content_text":"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 information, retrieve order details, and cancel orders on behalf of the customer. We\nSource: https://github.com/anthropics/claude-cookbooks/blob/main/tool_use/customer_service_agent.ipynb","date_published":"2026-10-15T10:41:56Z","tags":["added","tutorial","customer-service"]},{"id":"openai-openai-cookbook-examples-using-tool-required-for-customer-service-ipynb#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/openai-openai-cookbook-examples-using-tool-required-for-customer-service-ipynb/","title":"added: Using tool_choice=required for customer service (OpenAI cookbook)","content_text":"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 determinism to how you build your wrapping application, as you can count on a to\nSource: https://github.com/openai/openai-cookbook/blob/main/examples/Using_tool_required_for_customer_service.ipynb","date_published":"2026-10-15T10:41:56Z","tags":["added","tutorial","customer-service"]},{"id":"shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-google-adk-crash-course-3-st#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-google-adk-crash-course-3-st/","title":"added: 3_1_customer_support_ticket_agent","content_text":"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 priority levels, categories, and resolution estimates using Pydantic schemas and \nSource: 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","date_published":"2026-10-15T10:41:56Z","tags":["added","tutorial","customer-service"]},{"id":"shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-openai-sdk-crash-course-2-st#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/shubhamsaboo-awesome-llm-apps-ai-agent-framework-crash-course-openai-sdk-crash-course-2-st/","title":"added: 2_1_support_ticket_agent","content_text":"A structured output agent demonstrating Pydantic schema-based responses for customer support ticket creation.\nSource: 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","date_published":"2026-10-15T10:41:56Z","tags":["added","tutorial","customer-service"]},{"id":"anthropics-knowledge-work-plugins-bio-research-skills-instrument-data-to-allotrope#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-bio-research-skills-instrument-data-to-allotrope/","title":"added: instrument-data-to-allotrope","content_text":"Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common…\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research/skills/instrument-data-to-allotrope/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-bio-research-skills-nextflow-development#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-bio-research-skills-nextflow-development/","title":"added: nextflow-development","content_text":"Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research/skills/nextflow-development/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-bio-research-skills-scientific-problem-selection#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-bio-research-skills-scientific-problem-selection/","title":"added: scientific-problem-selection","content_text":"This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include…\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research/skills/scientific-problem-selection/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-bio-research-skills-scvi-tools#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-bio-research-skills-scvi-tools/","title":"added: scvi-tools","content_text":"Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq multi-modal analysis with totalVI, (4) multiome RNA+ATAC analysis with MultiVI, (5) spatial transcriptomics deconvolution with DestVI, (6) label transfer and reference mapping with scANVI/scArches, (7) RNA…\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research/skills/scvi-tools/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-bio-research-skills-single-cell-rna-qc#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-bio-research-skills-single-cell-rna-qc/","title":"added: single-cell-rna-qc","content_text":"Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research/skills/single-cell-rna-qc/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-bio-research-skills-start#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-bio-research-skills-start/","title":"added: start","content_text":"Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research/skills/start/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-analyze#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-analyze/","title":"added: analyze","content_text":"Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/analyze/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-build-dashboard#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-build-dashboard/","title":"added: build-dashboard","content_text":"Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot, or needing multiple charts with filters in one browser-openable file.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/build-dashboard/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-create-viz#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-create-viz/","title":"added: create-viz","content_text":"Create publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for a trend or comparison, generating a plot for a report or presentation, or needing an interactive chart with hover and zoom.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/create-viz/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-data-context-extractor#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-data-context-extractor/","title":"added: data-context-extractor","content_text":"Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: \"Create a data context skill\", \"Set up data analysis for our warehouse\", \"Help me create a skill for our database\", \"Generate a data skill for [company]\" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: \"Add context about…\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/data-context-extractor/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-data-visualization#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-data-visualization/","title":"added: data-visualization","content_text":"Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/data-visualization/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-explore-data#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-explore-data/","title":"added: explore-data","content_text":"Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues like duplicates or suspicious values, or deciding which dimensions and metrics to analyze.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/explore-data/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-sql-queries#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-sql-queries/","title":"added: sql-queries","content_text":"Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). Use when writing queries, optimizing slow SQL, translating between dialects, or building complex analytical queries with CTEs, window functions, or aggregations.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/sql-queries/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-statistical-analysis#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-statistical-analysis/","title":"added: statistical-analysis","content_text":"Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies, computing correlations, or interpreting statistical results.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/statistical-analysis/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-validate-data#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-validate-data/","title":"added: validate-data","content_text":"QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying a SQL query's results look right, or assessing whether conclusions are actually supported by the data.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/validate-data/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"anthropics-knowledge-work-plugins-data-skills-write-query#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-write-query/","title":"added: write-query","content_text":"Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.\nSource: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/write-query/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-data-engineering-skills-airflow-dag-patterns#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-data-engineering-skills-airflow-dag-patterns/","title":"added: airflow-dag-patterns","content_text":"Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.\nSource: https://github.com/wshobson/agents/blob/main/plugins/data-engineering/skills/airflow-dag-patterns/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-data-engineering-skills-data-quality-frameworks#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-data-engineering-skills-data-quality-frameworks/","title":"added: data-quality-frameworks","content_text":"Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.\nSource: https://github.com/wshobson/agents/blob/main/plugins/data-engineering/skills/data-quality-frameworks/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-data-engineering-skills-dbt-transformation-patterns#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-data-engineering-skills-dbt-transformation-patterns/","title":"added: dbt-transformation-patterns","content_text":"Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.\nSource: https://github.com/wshobson/agents/blob/main/plugins/data-engineering/skills/dbt-transformation-patterns/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-data-engineering-skills-spark-optimization#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-data-engineering-skills-spark-optimization/","title":"added: spark-optimization","content_text":"Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.\nSource: https://github.com/wshobson/agents/blob/main/plugins/data-engineering/skills/spark-optimization/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-database-design-skills-postgresql-table-design#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-database-design-skills-postgresql-table-design/","title":"added: postgresql-table-design","content_text":"Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features\nSource: https://github.com/wshobson/agents/blob/main/plugins/database-design/skills/postgresql-table-design/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-checkpoint-promotion#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-checkpoint-promotion/","title":"added: checkpoint-promotion","content_text":"Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint, when deciding whether a tuned model ships, or when a promoted model needs re-gating against updated goldens.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/checkpoint-promotion/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-dataset-curation#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-dataset-curation/","title":"added: dataset-curation","content_text":"Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying chat templates, configuring sequence packing, generating synthetic training data, or writing a dataset card before a run.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/dataset-curation/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-eval-harness-first#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-eval-harness-first/","title":"added: eval-harness-first","content_text":"Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines. Use when starting a fine-tuning effort, when converting traces into an eval set, or when calibrating a judge against human labels.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/eval-harness-first/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-finetuning-method-selection#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-finetuning-method-selection/","title":"added: finetuning-method-selection","content_text":"Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting any fine-tuning effort, when unsure whether RAG or prompting would suffice, or when choosing between preference-optimization and reinforcement methods.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/finetuning-method-selection/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-grpo-rlvr-training#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-grpo-rlvr-training/","title":"added: grpo-rlvr-training","content_text":"Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmically checkable (math, code, tool calls, structured output), when designing GRPO reward functions, or when a GRPO run diverges or reward-hacks.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/grpo-rlvr-training/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-lora-qlora-recipes#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-lora-qlora-recipes/","title":"added: lora-qlora-recipes","content_text":"Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configuration, choosing rank/alpha/target modules, or deciding between LoRA, QLoRA, and full fine-tuning.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/lora-qlora-recipes/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-preference-optimization#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-preference-optimization/","title":"added: preference-optimization","content_text":"Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing between preference-optimization methods, or when a DPO run needs hyperparameters or debugging.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/preference-optimization/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-quantized-export#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-quantized-export/","title":"added: quantized-export","content_text":"Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes promotion, when choosing a quantization format for a target device, or when an exported model fails its smoke test.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/quantized-export/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-trace-to-training-data#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-trace-to-training-data/","title":"added: trace-to-training-data","content_text":"Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become training data, when applying rejection sampling to model outputs, or when building DPO pairs from passing and failing runs.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/trace-to-training-data/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-llm-finetuning-skills-vision-sft#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-llm-finetuning-skills-vision-sft/","title":"added: vision-sft","content_text":"Fine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain or task, configuring frozen-vision-tower LoRA, or debugging a VLM fine-tune that trains without learning.\nSource: https://github.com/wshobson/agents/blob/main/plugins/llm-finetuning/skills/vision-sft/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-machine-learning-ops-skills-ml-pipeline-workflow#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-machine-learning-ops-skills-ml-pipeline-workflow/","title":"added: ml-pipeline-workflow","content_text":"Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.\nSource: https://github.com/wshobson/agents/blob/main/plugins/machine-learning-ops/skills/ml-pipeline-workflow/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"wshobson-agents-plugins-machine-learning-ops-skills-recsys-pipeline-architect#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/wshobson-agents-plugins-machine-learning-ops-skills-recsys-pipeline-architect/","title":"added: recsys-pipeline-architect","content_text":"Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI's open-sourced X For You algorithm. Use when building any system that picks \"the top K items for a (user, context)\" — content feeds, search ranking, RAG rerankers, task prioritizers, notification triage, ad selection.\nSource: https://github.com/wshobson/agents/blob/main/plugins/machine-learning-ops/skills/recsys-pipeline-architect/SKILL.md","date_published":"2026-10-15T10:41:56Z","tags":["added","skill","data-research"]},{"id":"shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-game-desi#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-ai-game-desi/","title":"added: Ai Game Design Agent Team","content_text":"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 AI agents, each focusing on different aspects of game design based on user inputs such as game type, target audience, art style, and technical requirements. This is built on AG2's n\nSource: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_game_design_agent_team","date_published":"2026-10-15T10:41:56Z","tags":["added","case","design"]},{"id":"shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-multimodal-d#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/shubhamsaboo-awesome-llm-apps-advanced-ai-agents-multi-agent-apps-agent-teams-multimodal-d/","title":"added: Multimodal Design Agent Team","content_text":"A Streamlit application that provides comprehensive design analysis using a team of specialized AI agents powered by Google's Gemini model.\nSource: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team","date_published":"2026-10-15T10:41:56Z","tags":["added","case","design"]},{"id":"apple-hig#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/apple-hig/","title":"added: Apple Human Interface Guidelines","content_text":"Apple's platform design guidance: foundations, patterns, components, inputs, technologies.\nSource: https://developer.apple.com/design/human-interface-guidelines","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"material-3#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/material-3/","title":"added: Material Design 3","content_text":"Google's open-source design system: foundations, styles (color, typography, motion), components.\nSource: https://m3.material.io/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-adobe-spectrum#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-adobe-spectrum/","title":"added: Adobe Spectrum","content_text":"Adobe 全家桶设计语言\nSource: https://spectrum.adobe.com/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-adobe-spectrum-2#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-adobe-spectrum-2/","title":"added: Spectrum 2","content_text":"Spectrum 新一代视觉和组件\nSource: https://s2.spectrum.adobe.com/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-apple-resources#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-apple-resources/","title":"added: Apple Design Resources","content_text":"官方 Figma / Sketch 套件、SF 字体、SF Symbols\nSource: https://developer.apple.com/design/resources/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-atlassian-ds#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-atlassian-ds/","title":"added: Atlassian Design System","content_text":"Jira / Confluence 的规范，token 和写作规范都公开\nSource: https://atlassian.design/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-elastic-eui#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-elastic-eui/","title":"added: Elastic EUI","content_text":"Elastic 的公开设计系统，数据密集型界面参考\nSource: https://eui.elastic.co/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-fluent-2#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-fluent-2/","title":"added: Microsoft Fluent 2","content_text":"微软跨平台设计语言，有 Web、iOS、Android、Windows 版本\nSource: https://fluent2.microsoft.design/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-fusion-design#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-fusion-design/","title":"added: Fusion Design（阿里）","content_text":"阿里中台设计系统\nSource: https://fusion.design/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-govuk-ds#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-govuk-ds/","title":"added: GOV.UK Design System","content_text":"公共服务规范，无障碍和表单模式是教科书级\nSource: https://design-system.service.gov.uk/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-harmonyos-design#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-harmonyos-design/","title":"added: HarmonyOS 设计（华为）","content_text":"鸿蒙官方设计规范和资源\nSource: https://developer.huawei.com/consumer/cn/design/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-hashicorp-helios#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-hashicorp-helios/","title":"added: HashiCorp Helios","content_text":"HashiCorp 的公开设计系统，开发者工具类界面参考\nSource: https://helios.hashicorp.design/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-nutui#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-nutui/","title":"added: NutUI（京东）","content_text":"京东移动端和小程序电商风组件规范\nSource: https://nutui.jd.com/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-polaris-wc#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-polaris-wc/","title":"added: Polaris Web Components 文档","content_text":"Polaris 新版组件 API\nSource: https://shopify.dev/docs/api/app-home/polaris-web-components","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-salesforce-slds#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-salesforce-slds/","title":"added: Salesforce Lightning（SLDS）","content_text":"企业 SaaS 规范，styling hooks 是 token 化主题的典型\nSource: https://www.lightningdesignsystem.com/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-samsung-one-ui#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-samsung-one-ui/","title":"added: Samsung One UI","content_text":"三星官方：布局、栅格、大屏和折叠屏规范\nSource: https://developer.samsung.com/one-ui","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-shopify-polaris#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-shopify-polaris/","title":"added: Shopify Polaris","content_text":"Shopify 后台设计系统，现在以 Web Components 为主\nSource: https://polaris.shopify.com/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-twilio-paste#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-twilio-paste/","title":"added: Twilio Paste","content_text":"Twilio 的公开设计系统，组件文档写得很规范\nSource: https://paste.twilio.design/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-uber-base#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-uber-base/","title":"added: Uber Base","content_text":"Uber 官方设计系统\nSource: https://base.uber.com/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-weui#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-weui/","title":"added: WeUI（微信）","content_text":"微信原生视觉规范组件\nSource: https://github.com/Tencent/weui","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-wx-miniprogram-design#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-wx-miniprogram-design/","title":"added: 微信小程序设计指南","content_text":"小程序官方交互和视觉原则\nSource: https://developers.weixin.qq.com/miniprogram/design/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"uihub-ued-zendesk-garden#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/uihub-ued-zendesk-garden/","title":"added: Zendesk Garden","content_text":"Zendesk 的公开设计系统，SaaS 组件参考\nSource: https://garden.zendesk.com/","date_published":"2026-10-15T10:41:56Z","tags":["added","design-system","design"]},{"id":"mcp-ai-tailwind-tailwind-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-ai-tailwind-tailwind-mcp/","title":"added: Tailwind App","content_text":"Tailwind MCP server — list Pinterest accounts and create, schedule, and manage Pinterest posts.\nSource: https://api-docs.tailwind.ai/mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-com-allsvgicons-icons#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-allsvgicons-icons/","title":"added: All SVG Icons","content_text":"Search and fetch SVG icons from 250,000+ icons across 200+ open-source icon sets.\nSource: https://allsvgicons.com/mcp/","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-com-figma-mcp-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-figma-mcp-mcp/","title":"added: Figma MCP Server","content_text":"The Figma MCP server brings Figma design context directly into your AI workflow.\nSource: https://github.com/figma/mcp-server-guide","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-com-icons8-icons8#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-icons8-icons8/","title":"added: Icons8","content_text":"Search and fetch genuine Icons8 icons and Ouch illustrations as SVG, PNG or animation.\nSource: https://icons8.com/mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-com-iconsroom-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-iconsroom-mcp/","title":"added: com.iconsroom/mcp","content_text":"Search 276,000+ open source icons and insert them as SVG or React components while you code.\nSource: https://github.com/mdanassaif/iconsroom","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-com-keylineicons-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-keylineicons-mcp/","title":"added: Keyline Icons","content_text":"Search Keyline Icons by name and get any icon's SVG source or React import. No key, no network.\nSource: https://github.com/keyline-icons/keyline-icons","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-com-svgicons-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-svgicons-mcp/","title":"added: Svg/icons MCP","content_text":"320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports, collections via Pro.\nSource: https://github.com/svgicons-com/mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-com-webflow-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-com-webflow-mcp/","title":"added: com.webflow/mcp","content_text":"AI-powered design and management for Webflow Sites\nSource: https://github.com/webflow/mcp-server","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-a1245582339-figma-designer#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-a1245582339-figma-designer/","title":"added: io.github.a1245582339/figma-designer","content_text":"Give AI agents full read & write access to Figma — 50+ tools for design automation\nSource: https://github.com/a1245582339/figma-designer","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-ajsmonty-adobe-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-ajsmonty-adobe-mcp/","title":"added: io.github.AJSMonty/adobe-mcp","content_text":"Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client\nSource: https://github.com/AJSMonty/adobe-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-alvinindra-figma-mcp-rust#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-alvinindra-figma-mcp-rust/","title":"added: io.github.alvinindra/figma-mcp-rust","content_text":"Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools.\nSource: https://github.com/alvinindra/figma-mcp-rust","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-asr-aditya-iconserve#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-asr-aditya-iconserve/","title":"added: io.github.asr-aditya/iconserve","content_text":"Icons for agentic development: search & fetch 366,000+ open-source icons as SVG/PNG. No API key.\nSource: https://github.com/asr-aditya/iconserve","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-bourhaouta-tailwindshades#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-bourhaouta-tailwindshades/","title":"added: Tailwind Shades","content_text":"Tailwind CSS palettes (50-950) from any color, the closest Tailwind color, and Tailwind's defaults\nSource: https://github.com/bourhaouta/vscode-tailwindshades","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-bv-venky-excalidraw-architect-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-bv-venky-excalidraw-architect-mcp/","title":"added: Excalidraw Architect","content_text":"Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling\nSource: https://github.com/BV-Venky/excalidraw-architect-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-cmd8-excalidraw-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-cmd8-excalidraw-mcp/","title":"added: io.github.cmd8/excalidraw-mcp","content_text":"Model Context Protocol server for Excalidraw diagrams.\nSource: https://github.com/cmd8/excalidraw-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-compassalessandrolorenz-figma-context-mcp-air#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-compassalessandrolorenz-figma-context-mcp-air/","title":"added: io.github.compassalessandrolorenz/Figma-Context-MCP-AIR","content_text":"Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.\nSource: https://github.com/compassalessandrolorenz/Figma-Context-MCP-AIR","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-curlymolelabs-supericons#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-curlymolelabs-supericons/","title":"added: Supericons","content_text":"Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.\nSource: https://github.com/curlymolelabs/supericons","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-dannykeane-figmanage#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-dannykeane-figmanage/","title":"added: figmanage","content_text":"Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding, and cleanup.\nSource: https://github.com/dannykeane/figmanage","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-debu-sinha-excalidraw#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-debu-sinha-excalidraw/","title":"added: io.github.debu-sinha/excalidraw","content_text":"Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools\nSource: https://github.com/debu-sinha/excalidraw-mcp-server","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-elinaseri-digche-icons#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-elinaseri-digche-icons/","title":"added: Digche Icons","content_text":"Find semantic Digche replacements for functional UI icons and retrieve the selected SVG style.\nSource: https://github.com/Elinaseri/Digche","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-felixanhalt-figma-context-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-felixanhalt-figma-context-mcp/","title":"added: io.github.felixAnhalt/Figma-Context-MCP","content_text":"LLM-optimized Figma MCP server.\nSource: https://github.com/felixAnhalt/figma-to-code-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-glips-figma-context-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-glips-figma-context-mcp/","title":"added: io.github.GLips/Figma-Context-MCP","content_text":"Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.\nSource: https://github.com/GLips/Figma-Context-MCP","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-jigarkkarangiya-adobe-commerce-docs-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-jigarkkarangiya-adobe-commerce-docs-mcp/","title":"added: io.github.jigarkkarangiya/adobe-commerce-docs-mcp","content_text":"MCP server for Adobe Commerce / Magento 2 documentation — search, browse, and read official docs.\nSource: https://github.com/jigarkkarangiya/adobe-commerce-docs-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-jirayusueb-figma-mcp-rs#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-jirayusueb-figma-mcp-rs/","title":"added: io.github.jirayusueb/figma-mcp-rs","content_text":"Figma/FigJam MCP server with read/write via plugin — no API token, no limits. 78 tools.\nSource: https://github.com/jirayusueb/figma-mcp-rs","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-jmshinhwa-tailwind-v4-upgrade-blocker-lint#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-jmshinhwa-tailwind-v4-upgrade-blocker-lint/","title":"added: io.github.jmshinhwa/tailwind-v4-upgrade-blocker-lint","content_text":"19 rules that find the Tailwind v3 syntax Tailwind v4 removed or silently redefined, in the file you\nSource: https://github.com/jmshinhwa/readystack-themes","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-joalavedra-andorra-fonts-publiques#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-joalavedra-andorra-fonts-publiques/","title":"added: Andorra public sources","content_text":"Andorra public data: BOPA bulletin, statistics, maps, e-tramits procedures and govern.ad pages\nSource: https://github.com/joalavedra/andorra-fonts-publiques","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-kolganovr-figma-mcp-bridge#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-kolganovr-figma-mcp-bridge/","title":"added: io.github.kolganovr/figma-mcp-bridge","content_text":"Write to a live Figma canvas, get a screenshot back, and roll back mistakes. Zero deps, free plan.\nSource: https://github.com/kolganovr/figma-mcp-bridge","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-manansingh2001-figma-react#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-manansingh2001-figma-react/","title":"added: io.github.MananSingh2001/figma-react","content_text":"An MCP server that converts Figma designs into React code.\nSource: https://github.com/MananSingh2001/figma-react","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-mehmoodqureshi-figma-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-mehmoodqureshi-figma-mcp/","title":"added: figma-mcp","content_text":"Figma to pixel-perfect code: deterministic HTML/React, then a render + pixel-diff verify loop.\nSource: https://github.com/Mehmoodqureshi/figma-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-mewc-favicon-app-icons#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-mewc-favicon-app-icons/","title":"added: Favicon & App Icons","content_text":"Check, generate, and troubleshoot complete favicon, Apple touch icon, PWA, and web app icon sets.\nSource: https://github.com/mewc/favicon-generator","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-miapre-html-to-figma-design-system#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-miapre-html-to-figma-design-system/","title":"added: HTML to Figma — Design System","content_text":"Translate HTML prototypes into Figma using your design system's real components and tokens.\nSource: https://github.com/miapre/mimic-ai","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-mrfentmen-adobe-premiere-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-mrfentmen-adobe-premiere-mcp/","title":"added: io.github.mrfentmen/adobe-premiere-mcp","content_text":"Control Adobe Premiere Pro video editing via ExtendScript.\nSource: https://github.com/mrfentmen/adobe-premiere-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-mrfentmen-fontsource-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-mrfentmen-fontsource-mcp/","title":"added: io.github.mrfentmen/fontsource-mcp","content_text":"Browse open source fonts from Fontsource. No key required.\nSource: https://github.com/mrfentmen/fontsource-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-nbhey-figma-vault#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-nbhey-figma-vault/","title":"added: figma-vault","content_text":"Figma designs pulled once into a local vault; AI agents read them offline with no rate limits\nSource: https://github.com/NBhey/figma-vault","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-neozhehan-figma-edit-mcp#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-neozhehan-figma-edit-mcp/","title":"added: io.github.neozhehan/figma-edit-mcp","content_text":"Programmatically read, create, and modify Figma designs via MCP.\nSource: https://github.com/neozhehan/figma-edit-mcp","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-nntoan-figma-mcp-rust#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-nntoan-figma-mcp-rust/","title":"added: io.github.nntoan/figma-mcp-rust","content_text":"Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools.\nSource: https://github.com/nntoan/figma-mcp-rust","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]},{"id":"mcp-io-github-oabolade-figma-mcp-server-actor#2026-10-15T10:41:56Z-added","url":"https://academy.incidental.site/r/mcp-io-github-oabolade-figma-mcp-server-actor/","title":"added: Figma MCP Server","content_text":"MCP server enabling AI assistants to interact with Figma designs via natural language commands\nSource: https://github.com/oabolade/figma_mcp_server_actor","date_published":"2026-10-15T10:41:56Z","tags":["added","mcp","design"]}]}