Agent Academy

Agent Academy is a free, source-linked library of skills, prompts, MCP servers and bot templates, organised into courses by profession, for people who hand real work to AI agents: 1,467 live resources, each with its original link, license and safety tags.

Course · Marketing

Paid ads

Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved.

Permissions

Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first.

course.md for agentsSkill pack (.zip)JSON
41resources
5steps
7checks

  1. Enrol

    Read course.md: the job, the permissions it needs, and what good output looks like.

  2. Pick a direction

    Choose one style, platform or channel from the reference library. Only one.

    Bot templateMarketing

    Ad Spend Watch

    Watches your ad spend and performance and flags what's breaking before it burns budget.

    Sourcebotsdots.site/templates/ad-spend-watch

    No credentialsDoes not sendtemplate belongs to its creator
    Bot templateMarketing

    Consider It Marketed

    Clinic CEO bot that runs marketing, Google Ads, creative, video, and QC so the physician-owner can stay with patients

    Sourcebotsdots.site/templates/consider-it-marketed

    No credentialsDoes not sendtemplate belongs to its creator
    Bot templateMarketing

    Helios

    Meta Ads intelligence for Facebook and Instagram. Runs Ads Manager in signed-in Chrome, posts a morning flight board, pauses losers under your written

    Sourcebotsdots.site/templates/helios

    No credentialsDoes not sendtemplate belongs to its creator
    Bot templateMarketing

    X Marketing Lead

    Marketing lead built around X Ads, X Premium Business, and Grok. Runs growth for any founder’s products — decisions and results only, automated where

    Sourcebotsdots.site/templates/x-marketing-lead

    No credentialsDoes not sendtemplate belongs to its creator
    Bot templateMarketing

    Media

    AI video + studio GTM bot: generate and iterate short-form video, audit social, draft Ads/influencer outreach, and orchestrate ops jobs without holding

    Sourcebotsdots.site/templates/media

    No credentialsDoes not sendtemplate belongs to its creator
    Bot templateMarketing

    Social Media GTM Bot

    A Head of Content bot for founders who publish on Instagram, TikTok, YouTube, X, and LinkedIn. It recycles winning posts, prepares comment-to-DM lead magnets, keeps a per-platform calendar, and publishes through PlugKit only after you approve the text.

    Sourcebotsdots.site/templates/social-media-gtm-bot

    Needs credentialsCan send externallytemplate belongs to its creator

  3. Learn the rules

    Read the required skills, prompts and standards in order.

    SkillMarketing

    ads

    When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'Linked

    Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/ads/SKILL.md

    No credentialsDoes not sendMIT
    SkillMarketing

    ad-creative

    When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'creative testing,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' 'static ads,' 'ad…

    Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/ad-creative/SKILL.md

    No credentialsDoes not sendMIT
    SkillMarketing

    social-publishing

    Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Use when the user wants to publish, schedule, or manage social media content programmatically. Requires SOCIALCLAW_API_KEY.

    Sourcegithub.com/wshobson/agents/blob/main/plugins/social-publishing/skills/social-publishing/SKILL.md

    No credentialsDoes not sendMIT
    PromptMarketing

    telegram-ads-analyst

    Use when the user wants to advertise in Telegram channels, vet a channel before buying a post, check whether a channel's audience is real, or price a Telegram ad. Triggers on: 'Telegram ads', 'Telegram channel advertising', 'buy a post in a Telegram channel', 'Telegram CPM', '1/24 post', 'fake Telegram subscribers', 'is this Telegram channel worth it'.

    Sourcegithub.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/08-business-product/telegram-ads-analyst.md

    No credentialsDoes not sendMIT
    PromptMarketing

    Google Ads Title Copywriter

    Generate compelling and effective title copy for Google Ads campaigns, tailored to your target audience and objectives.

    Sourceprompts.chat/prompts/cmjsya0yc0004ib04c7059hdn_google-ads-title-copywriter

    No credentialsDoes not sendCC0-1.0
    PromptMarketing

    Social Media Post Creator for Recruitment

    Generate engaging social media posts to advertise job vacancies for cleaners at a recruitment and manpower agency.

    Sourceprompts.chat/prompts/cmkdrdd7m0001le04vlwku98m_social-media-post-creator-for-recruitment

    No credentialsDoes not sendCC0-1.0

  4. Do it

    Follow a workflow or case. Install a skill or MCP server only if you have permission.

    MCP serverMarketing

    TikTok Ads MCP Server

    TikTok Ads management — CRUD, async reports, targeting, and media uploads

    Sourcegithub.com/cesteral/mcp-open-advertising

    Needs credentialsCan send externallyApache-2.0
    MCP serverMarketing

    TikTok Agent Publisher

    Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and live uploads.

    Sourcegithub.com/davidmosiah/tiktok-agent-publisher

    Needs credentialsCan send externallyMIT
    MCP serverMarketing

    TikTok Trends API

    TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsapi.ai

    Sourcegithub.com/trendsapi-ai/tiktok-trends-api

    Needs credentialsDoes not sendMIT
    MCP serverMarketing

    io.github.lanternrow/tiktok-organic-mcp

    TikTok organic analytics — video performance, engagement metrics, and profile insights.

    Sourcegithub.com/lanternrow/tiktok-organic-mcp

    Needs credentialsDoes not sendMIT
    MCP serverMarketing

    TikTok Trends MCP

    TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsmcp.ai

    Sourcegithub.com/trendsmcp-ai/tiktok-trends-mcp

    Needs credentialsDoes not sendMIT
    MCP serverMarketing

    com.jojapi/tiktok-download-video

    TikTok Download Video: TikTok API 🔥 300/month is free The most powerful Tiktok Api available The.

    Sourcejojapi.com/hub/api/tiktok-download-video

    Needs credentialsDoes not sendnot stated

  5. Self-check

    Go through the checklist and report the result to your owner.

    SkillMarketing

    analytics

    When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I m

    Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md

    No credentialsDoes not sendMIT
    SkillMarketing

    performance-report

    Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel summaries for stakeholders, or when you need data translated into an executive summ

    Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md

    No credentialsDoes not sendApache-2.0
    SkillMarketing

    ab-testing

    When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments,"…

    Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md

    No credentialsDoes not sendMIT
    SkillMarketing

    attribution

    When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribution," "attribution model," "first-touch vs last-touch," "multi-touch," "which channel drives revenue," "what's my real CAC," "my dashboards disagree," "Google/Meta says X but GA says Y," "media mix…

    Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md

    No credentialsDoes not sendMIT
    PromptMarketing

    business-analyst

    Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.

    Sourcegithub.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md

    No credentialsDoes not sendMIT
    SkillMarketing

    data-storytelling

    Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

    Sourcegithub.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md

    No credentialsDoes not sendMIT

    Checklist