{
 "id": "marketing/social-media-manager",
 "industry": "marketing",
 "role": "social-media-manager",
 "updated_at": "2026-10-15T10:41:56Z",
 "goal": "Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved.",
 "permissions": "Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first.",
 "checklist": [
  "Every claim in the copy can be traced to a source the owner gave you or a public page you link.",
  "Campaigns name one audience, one offer and one primary metric before any copy is written.",
  "SEO work starts from real search data or a stated assumption, never invented volumes.",
  "Nothing is published, posted, emailed or spent (ads budget) without the owner's explicit approval.",
  "Brand voice: read the brand guide or brand-voice skill first; flag anything that conflicts with it.",
  "Reports show numbers with their source and date; no fake-precise figures.",
  "Remove AI-writing tells (filler intros, em-dash chains, generic superlatives) before handing off."
 ],
 "case": null,
 "steps": [
  {
   "step": "1-enrol",
   "read": []
  },
  {
   "step": "2-pick-direction",
   "read": [
    {
     "id": "botsdots-influencer-marketing-deal-desk",
     "title": "Influencer Marketing Deal Desk",
     "type": "template",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "Prices and structures creator deals before you reply to the brand",
     "summary_lang": "en",
     "source_url": "https://botsdots.site/templates/influencer-marketing-deal-desk",
     "raw_url": null,
     "upstream_raw_url": null,
     "repo": null,
     "author": "itsmattreichard",
     "license": "template belongs to its creator (catalog CC0)",
     "redistributable": false,
     "content_policy": "link-and-summary-only",
     "original": {
      "kind": "excerpt",
      "license": "CC-BY-4.0",
      "url": "https://botsdots.site/templates/influencer-marketing-deal-desk",
      "record": {
       "access": [],
       "add": "https://x.ai/bot/j4jkqrRiTmFz64aiAWFgx",
       "cadence": "on-demand",
       "catalog_sources": [
        "kydlikebtc/awesome-grokbot",
        "majiayu000/awesome-grok-bot",
        "cs68614-hash/awesome-grokbot-templates",
        "GrokBot.dev (CC BY 4.0)",
        "GrokBot HQ (CC BY 4.0)"
       ],
       "category": "content-publishing",
       "creator": "itsmattreichard",
       "firstSeen": "2026-09-09",
       "integrations": [
        "linkedin",
        "youtube"
       ],
       "name": "Influencer Marketing Deal Desk",
       "official": false,
       "page": "https://botsdots.site/templates/influencer-marketing-deal-desk",
       "risk": "low",
       "summary": "Prices and structures creator deals before you reply to the brand"
      }
     },
     "install": "https://x.ai/bot/j4jkqrRiTmFz64aiAWFgx",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": true,
      "writes_external": false,
      "risk_label": "low",
      "integrations": [
       "linkedin",
       "youtube"
      ]
     },
     "metrics": {
      "score": 13,
      "first_seen_catalog": "2026-09-09"
     },
     "course_step": "2-pick-direction",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/botsdots-influencer-marketing-deal-desk/",
     "source": "botsdots"
    },
    {
     "id": "botsdots-replay",
     "title": "Replay",
     "type": "template",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "Turns a marketing brief into previewable video scenes and social cutdowns",
     "summary_lang": "en",
     "source_url": "https://botsdots.site/templates/replay",
     "raw_url": null,
     "upstream_raw_url": null,
     "repo": null,
     "author": "myGuyPye",
     "license": "template belongs to its creator (catalog CC0)",
     "redistributable": false,
     "content_policy": "link-and-summary-only",
     "original": {
      "kind": "excerpt",
      "license": "CC-BY-4.0",
      "url": "https://botsdots.site/templates/replay",
      "record": {
       "access": [],
       "add": "https://x.ai/bot/4mICdo5bR2FyghKoOZve5",
       "cadence": "on-demand",
       "catalog_sources": [
        "kydlikebtc/awesome-grokbot",
        "majiayu000/awesome-grok-bot",
        "cs68614-hash/awesome-grokbot-templates",
        "GrokBot.dev (CC BY 4.0)",
        "GrokBot HQ (CC BY 4.0)"
       ],
       "category": "content-publishing",
       "creator": "myGuyPye",
       "firstSeen": "2026-09-21",
       "integrations": [],
       "name": "Replay",
       "official": false,
       "page": "https://botsdots.site/templates/replay",
       "risk": "low",
       "summary": "Turns a marketing brief into previewable video scenes and social cutdowns"
      }
     },
     "install": "https://x.ai/bot/4mICdo5bR2FyghKoOZve5",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": false,
      "writes_external": false,
      "risk_label": "low",
      "integrations": []
     },
     "metrics": {
      "score": 13,
      "first_seen_catalog": "2026-09-21"
     },
     "course_step": "2-pick-direction",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/botsdots-replay/",
     "source": "botsdots"
    },
    {
     "id": "botsdots-social-media",
     "title": "Social Media",
     "type": "template",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "Queues the finished posts and pushes each one live at the right local hour",
     "summary_lang": "en",
     "source_url": "https://botsdots.site/templates/social-media",
     "raw_url": null,
     "upstream_raw_url": null,
     "repo": null,
     "author": "adamuchigabriel",
     "license": "template belongs to its creator (catalog CC0)",
     "redistributable": false,
     "content_policy": "link-and-summary-only",
     "original": {
      "kind": "excerpt",
      "license": "CC-BY-4.0",
      "url": "https://botsdots.site/templates/social-media",
      "record": {
       "access": [],
       "add": "https://x.ai/bot/4vmlCUGEy8sWSWsj2j5tz",
       "cadence": "on-demand",
       "catalog_sources": [
        "kydlikebtc/awesome-grokbot",
        "majiayu000/awesome-grok-bot",
        "cs68614-hash/awesome-grokbot-templates",
        "GrokBot.dev (CC BY 4.0)",
        "GrokBot HQ (CC BY 4.0)"
       ],
       "category": "content-publishing",
       "creator": "adamuchigabriel",
       "firstSeen": "2026-08-30",
       "integrations": [],
       "name": "Social Media",
       "official": false,
       "page": "https://botsdots.site/templates/social-media",
       "risk": "low",
       "summary": "Queues the finished posts and pushes each one live at the right local hour"
      }
     },
     "install": "https://x.ai/bot/4vmlCUGEy8sWSWsj2j5tz",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": false,
      "writes_external": false,
      "risk_label": "low",
      "integrations": []
     },
     "metrics": {
      "score": 13,
      "first_seen_catalog": "2026-08-30"
     },
     "course_step": "2-pick-direction",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/botsdots-social-media/",
     "source": "botsdots"
    },
    {
     "id": "botsdots-social-media-creator-bot",
     "title": "Social Media Creator Bot",
     "type": "template",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "An AI creator assistant that thinks like a creator: ideas, hooks, scripts, post analysis, and collab proofing - turning concepts into content…",
     "summary_lang": "en",
     "source_url": "https://botsdots.site/templates/social-media-creator-bot",
     "raw_url": null,
     "upstream_raw_url": null,
     "repo": null,
     "author": "conterganium",
     "license": "template belongs to its creator (catalog CC0)",
     "redistributable": false,
     "content_policy": "link-and-summary-only",
     "original": {
      "kind": "excerpt",
      "license": "CC0-1.0",
      "url": "https://botsdots.site/templates/social-media-creator-bot",
      "record": {
       "access": [
        "publishing"
       ],
       "add": "https://x.ai/bot/gWaVjPTfktx831mfsXPcH",
       "cadence": "on-demand",
       "catalog_sources": [
        "kydlikebtc/awesome-grokbot",
        "majiayu000/awesome-grok-bot",
        "cs68614-hash/awesome-grokbot-templates",
        "GrokBot HQ (CC BY 4.0)"
       ],
       "category": "content-publishing",
       "creator": "conterganium",
       "firstSeen": "2026-09-21",
       "integrations": [],
       "name": "Social Media Creator Bot",
       "official": false,
       "page": "https://botsdots.site/templates/social-media-creator-bot",
       "risk": "high",
       "summary": "An AI creator assistant that thinks like a creator: ideas, hooks, scripts, post analysis, and collab proofing - turning concepts into content…"
      }
     },
     "install": "https://x.ai/bot/gWaVjPTfktx831mfsXPcH",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": false,
      "writes_external": true,
      "risk_label": "high",
      "integrations": []
     },
     "metrics": {
      "score": 11,
      "first_seen_catalog": "2026-09-21"
     },
     "course_step": "2-pick-direction",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/botsdots-social-media-creator-bot/",
     "source": "botsdots"
    },
    {
     "id": "botsdots-social-media-manager",
     "title": "Social Media Manager",
     "type": "template",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "Studies your posting history, drafts when something noteworthy ships, and parks the post for you to publish.",
     "summary_lang": "en",
     "source_url": "https://botsdots.site/templates/social-media-manager",
     "raw_url": null,
     "upstream_raw_url": null,
     "repo": null,
     "author": "DenisLabelle",
     "license": "template belongs to its creator (catalog CC0)",
     "redistributable": false,
     "content_policy": "link-and-summary-only",
     "original": {
      "kind": "excerpt",
      "license": "CC0-1.0",
      "url": "https://botsdots.site/templates/social-media-manager",
      "record": {
       "access": [
        "publishing"
       ],
       "add": "https://x.ai/bot/s634cb1edf26493e86be2",
       "cadence": "on-demand",
       "catalog_sources": [
        "kydlikebtc/awesome-grokbot",
        "majiayu000/awesome-grok-bot",
        "cs68614-hash/awesome-grokbot-templates",
        "GrokBot.dev (CC BY 4.0)"
       ],
       "category": "customer-sales",
       "creator": "DenisLabelle",
       "firstSeen": "2026-09-24",
       "integrations": [],
       "name": "Social Media Manager",
       "official": false,
       "page": "https://botsdots.site/templates/social-media-manager",
       "risk": "high",
       "summary": "Studies your posting history, drafts when something noteworthy ships, and parks the post for you to publish."
      }
     },
     "install": "https://x.ai/bot/s634cb1edf26493e86be2",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": false,
      "writes_external": true,
      "risk_label": "high",
      "integrations": []
     },
     "metrics": {
      "score": 11,
      "first_seen_catalog": "2026-09-24"
     },
     "course_step": "2-pick-direction",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/botsdots-social-media-manager/",
     "source": "botsdots"
    },
    {
     "id": "botsdots-social-media-tracker",
     "title": "Social Media Tracker",
     "type": "template",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "Tracks social posts you care about and returns a short digest",
     "summary_lang": "en",
     "source_url": "https://botsdots.site/templates/social-media-tracker",
     "raw_url": null,
     "upstream_raw_url": null,
     "repo": null,
     "author": "dan_spitzwieser",
     "license": "template belongs to its creator (catalog CC0)",
     "redistributable": false,
     "content_policy": "link-and-summary-only",
     "original": {
      "kind": "excerpt",
      "license": "CC0-1.0",
      "url": "https://botsdots.site/templates/social-media-tracker",
      "record": {
       "access": [],
       "add": "https://x.ai/bot/YLjJMkz_KjRyhihMYjt6N",
       "cadence": "on-demand",
       "catalog_sources": [
        "kydlikebtc/awesome-grokbot",
        "majiayu000/awesome-grok-bot",
        "cs68614-hash/awesome-grokbot-templates"
       ],
       "category": "content-publishing",
       "creator": "dan_spitzwieser",
       "firstSeen": "2026-09-28",
       "integrations": [
        "linkedin",
        "youtube"
       ],
       "name": "Social Media Tracker",
       "official": false,
       "page": "https://botsdots.site/templates/social-media-tracker",
       "risk": "low",
       "summary": "Tracks social posts you care about and returns a short digest"
      }
     },
     "install": "https://x.ai/bot/YLjJMkz_KjRyhihMYjt6N",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": true,
      "writes_external": false,
      "risk_label": "low",
      "integrations": [
       "linkedin",
       "youtube"
      ]
     },
     "metrics": {
      "score": 8,
      "first_seen_catalog": "2026-09-28"
     },
     "course_step": "2-pick-direction",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/botsdots-social-media-tracker/",
     "source": "botsdots"
    }
   ]
  },
  {
   "step": "3-learn-rules",
   "read": [
    {
     "id": "coreyhaines31-marketingskills-skills-image",
     "title": "image",
     "type": "skill",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' 'generate an image,' 'create a graphic,' 'product mockup,' 'hero image,' 'social media graphic,' 'banner image,' 'cover photo,' 'profile banner,' 'listing screenshot,' 'Flux,' 'Flux…",
     "summary_lang": "en",
     "source_url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/image/SKILL.md",
     "raw_url": "https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-image.md",
     "upstream_raw_url": "https://raw.githubusercontent.com/coreyhaines31/marketingskills/main/skills/image/SKILL.md",
     "repo": "coreyhaines31/marketingskills",
     "author": "coreyhaines31",
     "license": "MIT",
     "redistributable": true,
     "content_policy": "mirror-with-attribution",
     "original": {
      "kind": "full",
      "license": "MIT",
      "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/image/SKILL.md"
     },
     "install": "npx skills add coreyhaines31/marketingskills --skill image",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": false,
      "writes_external": false
     },
     "metrics": {
      "repo_stars": 54820,
      "repo_pushed_at": "2026-10-14"
     },
     "course_step": "3-learn-rules",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/coreyhaines31-marketingskills-skills-image/",
     "source": "github"
    },
    {
     "id": "coreyhaines31-marketingskills-skills-influencer-marketing",
     "title": "influencer-marketing",
     "type": "skill",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "When the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals, briefing creators, disclosure compliance, and measuring ROI. Also use when the user mentions 'influencer marketing,' 'creator partnerships,' 'sponsorships,' 'YouTube sponsorships,' 'podcast sponsorships,' 'brand ambassador,' 'ambassador program,' 'creator program,'…",
     "summary_lang": "en",
     "source_url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/influencer-marketing/SKILL.md",
     "raw_url": "https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-influencer-marketing.md",
     "upstream_raw_url": "https://raw.githubusercontent.com/coreyhaines31/marketingskills/main/skills/influencer-marketing/SKILL.md",
     "repo": "coreyhaines31/marketingskills",
     "author": "coreyhaines31",
     "license": "MIT",
     "redistributable": true,
     "content_policy": "mirror-with-attribution",
     "original": {
      "kind": "full",
      "license": "MIT",
      "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/influencer-marketing/SKILL.md"
     },
     "install": "npx skills add coreyhaines31/marketingskills --skill influencer-marketing",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": false,
      "writes_external": false
     },
     "metrics": {
      "repo_stars": 54820,
      "repo_pushed_at": "2026-10-14"
     },
     "course_step": "3-learn-rules",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/coreyhaines31-marketingskills-skills-influencer-marketing/",
     "source": "github"
    },
    {
     "id": "coreyhaines31-marketingskills-skills-social",
     "title": "social",
     "type": "skill",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, or Facebook, or wants to do social listening and engagement triage. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,'…",
     "summary_lang": "en",
     "source_url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/social/SKILL.md",
     "raw_url": "https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/coreyhaines31-marketingskills-skills-social.md",
     "upstream_raw_url": "https://raw.githubusercontent.com/coreyhaines31/marketingskills/main/skills/social/SKILL.md",
     "repo": "coreyhaines31/marketingskills",
     "author": "coreyhaines31",
     "license": "MIT",
     "redistributable": true,
     "content_policy": "mirror-with-attribution",
     "original": {
      "kind": "full",
      "license": "MIT",
      "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/social/SKILL.md"
     },
     "install": "npx skills add coreyhaines31/marketingskills --skill social",
     "security": {
      "audited": false,
      "executes_code": false,
      "needs_credentials": false,
      "writes_external": false
     },
     "metrics": {
      "repo_stars": 54820,
      "repo_pushed_at": "2026-10-14"
     },
     "course_step": "3-learn-rules",
     "status": "active",
     "first_seen": "2026-10-15T10:15:30Z",
     "updated_at": "2026-10-15T10:15:30Z",
     "checked_at": "2026-10-15T10:15:30Z",
     "http_status": {
      "source": 200
     },
     "page": "https://siinxu.github.io/agent-academy/r/coreyhaines31-marketingskills-skills-social/",
     "source": "github"
    },
    {
     "id": "voltagent-awesome-claude-code-subagents-categories-08-business-product-content-quality-edi",
     "title": "content-quality-editor",
     "type": "system-prompt",
     "industry": "marketing",
     "roles": [
      "social-media-manager"
     ],
     "summary": "Use this agent before publishing any AI-generated content — blog posts, READMEs, release notes, commit messages, PR descriptions, documentation, or social posts. Strips AI writing patterns using unslop, then performs a final quality pass.",
     "summary_lang": "en",
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     "title": "Comprehensive Digital Marketing Strategy for Fashion Brand",
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     "industry": "marketing",
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     "summary": "Develop a digital marketing strategy for a fashion brand targeting young women, incorporating content creation, short videos, live streaming, and AI-model integration.",
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     "title": "Content Creation Prompts for E-commerce and Social Platforms",
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     "roles": [
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     "summary": "为电商平台和社交媒体（如抖音、小红书）创建高效的内容创作提示词，帮助用户有效推广产品和服务。",
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     "summary": "With advancement in models (LLMs), this prompt need to be updated too to generate better and personalize results.",
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     "summary": "Create an engaging New Year celebration video for Antioch Textile's Instagram story in English, focusing on festive visuals and messaging.",
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     "summary": "I want you to act as a social media manager. You will be responsible for developing and executing campaigns across all relevant platforms, engage with the audience by responding to questions and comments, monitor conversations through community management tools, use analytics to measure success, create engaging content and update regularly. My first suggestion request is \"I need help managing the",
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     "summary": "The **AI SEO Audit Team** is an autonomous, multi-agent workflow built with Google ADK. It takes a webpage URL, crawls the live page, researches real-time SERP competition, and produces a polished, prioritized SEO optimization report. The app uses **Firecrawl via MCP (Model Context Protocol)** for a",
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     "summary": "This recipe is an Agent Development Kit (ADK) multi-agent workflow that helps e-commerce brands optimize product titles for search visibility and recover zero/low-result retail queries using BigQuery and Gemini Computer Use.",
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     "summary": "Mailchimp campaign management over the Mailchimp Marketing API v3. Draft, test, and send email campaigns, manage audiences and subscribers, and review post-send analytics from any MCP client, with optional local image and template directories for authoring. Runs as a stdio process or a local Streama",
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      "url": "https://github.com/cyanheads/mailchimp-mcp-server"
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     "title": "analytics",
     "type": "skill",
     "industry": "marketing",
     "roles": [
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     ],
     "summary": "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",
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      "license": "MIT",
      "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md"
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     "install": "npx skills add coreyhaines31/marketingskills --skill analytics",
     "security": {
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    {
     "id": "anthropics-knowledge-work-plugins-marketing-skills-performance-report-skill-md",
     "title": "performance-report",
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     "roles": [
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     "summary": "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",
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      "url": "https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md"
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     "install": "npx skills add anthropics/knowledge-work-plugins --skill performance-report",
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     "title": "ab-testing",
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     "summary": "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,\"…",
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      "license": "MIT",
      "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md"
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     "install": "npx skills add coreyhaines31/marketingskills --skill ab-testing",
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     "first_seen": "2026-10-15T10:15:30Z",
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     "id": "coreyhaines31-marketingskills-skills-attribution",
     "title": "attribution",
     "type": "skill",
     "industry": "marketing",
     "roles": [
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     ],
     "summary": "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…",
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     "source_url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md",
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     "original": {
      "kind": "full",
      "license": "MIT",
      "url": "https://github.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md"
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     "install": "npx skills add coreyhaines31/marketingskills --skill attribution",
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    {
     "id": "wshobson-agents-plugins-business-analytics-agents-business-analyst",
     "title": "business-analyst",
     "type": "system-prompt",
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     "summary": "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.",
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     "license": "MIT",
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      "license": "MIT",
      "url": "https://github.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md"
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     "id": "wshobson-agents-plugins-business-analytics-skills-data-storytelling",
     "title": "data-storytelling",
     "type": "skill",
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     "roles": [
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     "summary": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.",
     "summary_lang": "en",
     "source_url": "https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md",
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      "license": "MIT",
      "url": "https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md"
     },
     "install": "npx skills add wshobson/agents --skill data-storytelling",
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     "source": "github"
    },
    {
     "id": "wshobson-agents-plugins-business-analytics-skills-kpi-dashboard-design",
     "title": "kpi-dashboard-design",
     "type": "skill",
     "industry": "marketing",
     "roles": [
      "marketing-analyst"
     ],
     "summary": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict…",
     "summary_lang": "en",
     "source_url": "https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md",
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     "repo": "wshobson/agents",
     "author": "wshobson",
     "license": "MIT",
     "redistributable": true,
     "content_policy": "mirror-with-attribution",
     "original": {
      "kind": "full",
      "license": "MIT",
      "url": "https://github.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md"
     },
     "install": "npx skills add wshobson/agents --skill kpi-dashboard-design",
     "security": {
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