[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FCSARRQNS7EPCZWRW2CH06":3,"skill-same:01M6FCSARRQNS7EPCZWRW2CH06":52},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":25,"linkOnly":26,"markdownContent":27,"markdownBody":27,"frontMatter":28,"refName":29,"commitSha":30,"skillDirectory":31,"forksCount":32,"repositoryHtmlUrl":33,"repositoryHomepageUrl":34,"ownerHtmlUrl":35,"ownerBlogUrl":6,"ownerDescription":36,"updatedAt":37,"install":38,"resources":51},"01M6FCSARRQNS7EPCZWRW2CH06","cmo-agent",null,"ComeOnOliver\u002Fskillshub","ComeOnOliver","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F43215937?v=4","01M6E5JNFECJAAVFE0W7SMWWD2","Haoran Shu","01M6E5JNNDQS7AJZDYFQ8TPZCK",67,"MIT","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fmichaelboeding\u002Fskills\u002Fcmo-agent\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[23,24],"cmo","cmo agent","2026-11-10 10:12:30",false,"# AI CMO Agent\n\nYour AI Chief Marketing Officer. Enter a website URL and get a full marketing team deployed across every growth channel.\n\n**This skill uses 6 specialized agents** that work in parallel across SEO, GEO (AI search visibility), content writing, Reddit, Hacker News, and X\u002FTwitter — then synthesizes everything into a prioritized action plan with ready-to-publish content.\n\n## What It Produces\n\n| Output | Description |\n|--------|-------------|\n| **CMO Dashboard** | Terminal-formatted overview with scores, opportunities, and action items |\n| **SEO Audit** | Page-by-page technical audit with exact HTML fix snippets |\n| **GEO Analysis** | AI search visibility assessment with schema markup code |\n| **Full Articles** | Complete SEO-optimized articles ready to publish (1500-3000 words) |\n| **Reddit Comments** | Copy-paste-ready comments for specific active threads |\n| **HN Submission** | Show HN post + founder comment + objection responses |\n| **Tweet Threads** | Complete threads + standalone tweets + 7-day calendar |\n| **Competitor Intel** | Auto-identified competitors with threat levels |\n| **Prioritized Actions** | Top 3-5 highest-impact actions ranked by effort-to-impact ratio |\n| **Content Cascades** | Cross-channel repurposing plan (article → thread → comments → HN post) |\n\n## What This Replaces\n\n| Human Role | Typical Cost | What CMO Agent Covers |\n|------------|-------------|----------------------|\n| Marketing Hire | $5,000\u002Fmo | Strategy, coordination, cross-channel planning |\n| SEO Agency | $4,000\u002Fmo | Technical audit, on-page fixes, content gaps |\n| Content Writer | $1,500\u002Fmo | Full articles, blog posts, landing page copy |\n| Social Media Manager | $1,500\u002Fmo | Tweet threads, content calendar, engagement |\n| Community Manager | $1,000\u002Fmo | Reddit, Hacker News, community engagement |\n| **Total** | **$13,000\u002Fmo** | **All of the above, in one conversation** |\n\n## Prerequisites\n\n- Web access for research (WebSearch, WebFetch)\n- `GOOGLE_API_KEY` or `GOOGLE_PSI_API_KEY` — Optional, for PageSpeed Insights scores and Core Web Vitals (free from Google Cloud Console)\n- Lighthouse CLI — Optional, for full browser-based performance audit (`npm install -g lighthouse`)\n\n## Workflow\n\n### Step 1: Onboarding (REQUIRED — Maximum 2 Questions)\n\n⚠️ **DO NOT ask more than 2 questions. The CMO's intelligence replaces configuration.**\n\n⚠️ **Use the `AskUserQuestion` tool for each question below.**\n\n**CMO Introduction + Q1: Website URL**\n\n> \"Hi, I'm your AI CMO. Give me your website URL and I'll get to work.\n>\n> I'll crawl your site, audit your SEO, find distribution opportunities on Reddit, Hacker News, and X, identify content gaps, and come back with a prioritized action plan and ready-to-publish content.\n>\n> **What's your website URL?**\"\n\n*Wait for response.*\n\n**Q2: Additional Context (Optional)**\n\n> \"Got it. Anything else I should know?\n>\n> You can drop any of the following — or just say **go** and I'll figure it out:\n> - Competitor names or URLs\n> - Brand voice \u002F tone guidelines\n> - Product description or docs\n> - Specific marketing goals\n> - Existing social handles (@twitter, etc.)\"\n\n*Wait for response. If user says \"go\" or provides nothing, proceed immediately.*\n\n#### Quick Reference\n\n| Question | Determines |\n|----------|------------|\n| URL | Everything — site crawl, SEO audit, content analysis |\n| Context (optional) | Brand voice, competitors, goals, social handles |\n\n---\n\n### Step 2: Site Analysis & Context Gathering\n\nThis step runs BEFORE dispatching agents. The CMO gathers all context that agents will need.\n\n#### 2a: Run Site Audit\n\n```bash\npython3 ${SKILL_PATH}\u002Fskills\u002Fcmo-agent\u002Fscripts\u002Fsite_audit.py \\\n  --url \"USER_URL\" \\\n  --output site_audit.json \\\n  --format both \\\n  --max-pages 15 \\\n  --depth 2 \\\n  --verbose\n```\n\nIf user provided a `GOOGLE_PSI_API_KEY` or it's in the environment, add `--psi-key KEY`.\n\n#### 2b: Crawl Website Content\n\nUse **WebFetch** to pull the homepage HTML and key pages (about, pricing, features, blog). Extract:\n- Product name and description\n- Brand voice indicators (tone, formality, messaging style)\n- Existing content inventory (blog posts, guides)\n- Pricing\u002Foffering structure\n- Target audience signals\n\n#### 2c: Auto-Identify Competitors\n\nUse **WebSearch** to find competitors:\n- Search: `\"[product category] alternatives\"`\n- Search: `\"[product name] vs\"`\n- Search: `\"best [product category] tools 2026\"`\n\nExtract top 3-5 competitors with URLs and positioning.\n\n#### 2d: Check for Existing Documents\n\nLook in the working directory for:\n- `brand_profile.json` (from brand-research-agent)\n- `competitor_analysis.json` (from competitive-intel-agent)\n- `product_info.md` or similar product docs\n\nIf found, incorporate into agent context. If not, use what was gathered in 2b.\n\n#### 2e: Prepare Agent Context Bundle\n\nCompile a context bundle that ALL agents receive:\n\n```\nCONTEXT BUNDLE:\n- Website URL: [url]\n- Product: [name and description from site crawl]\n- Brand Voice: [tone indicators or user-provided guidelines]\n- Target Audience: [inferred from site or user-provided]\n- Competitors: [auto-identified or user-provided list]\n- Site Audit Summary: [key scores and issues from site_audit.py]\n- User Goals: [from Q2 or inferred — default: \"maximize growth across all channels\"]\n- Social Handles: [if provided]\n```\n\n---\n\n### Step 3: Deploy 6 Specialized Agents in Parallel\n\nLaunch all 6 agents simultaneously, each receiving the full context bundle:\n\n#### Agent 1: SEO Analyst\nFocus: Technical SEO audit with exact fix snippets\n```\nAnalyze the site_audit.py output plus the raw HTML.\nFor every issue found, provide the exact HTML\u002Fcode fix.\nScore: SEO, Accessibility, Performance, Best Practices.\n```\n\n#### Agent 2: GEO Analyst\nFocus: AI search visibility optimization\n```\nAssess how the site appears in ChatGPT, Perplexity, Google AI Overview.\nProvide exact JSON-LD schema code to add.\nIdentify content structure changes for better AI extraction.\n```\n\n#### Agent 3: Content Writer\nFocus: Full articles and content calendar\n```\nWrite at least one complete 1500-3000 word article.\nBuild a 4-week content calendar.\nIdentify keyword gaps and quick wins.\nInclude meta tags, heading structure, internal links.\n```\n\n#### Agent 4: Reddit Scout\nFocus: Active threads and copy-paste comments\n```\nFind SPECIFIC active Reddit threads (with URLs).\nWrite complete comments for each (2-3 variations).\nIdentify subreddits to monitor with rules and risk levels.\n```\n\n#### Agent 5: Hacker News Scout\nFocus: Show HN submission package\n```\nDraft a complete Show HN post with founder comment.\nPre-write 5+ objection responses.\nFind relevant active threads for comments.\nAssess content readiness for HN.\n```\n\n#### Agent 6: X Scout\nFocus: Tweet threads, calendar, and engagement\n```\nWrite complete tweet threads (5-12 tweets each).\nCreate 7-day content calendar.\nFind reply opportunities with influencers.\nMap relevant influencers and hashtags.\n```\n\n---\n\n### Step 4: Cross-Channel Synthesis\n\nAfter all agents complete, the CMO synthesizes outputs into a coordinated strategy.\n\n#### 4a: Identify Narrative Spines\n\nExtract 3-5 core product stories\u002Fangles from the combined agent outputs that can be atomized across channels:\n\n```\nNarrative Spine 1: \"[Core value proposition angle]\"\n  → Article: \"[Full article from content-writer]\"\n  → Thread: \"[Tweet thread derived from article]\"\n  → Reddit: \"[Comments referencing the article\u002Fproduct]\"\n  → HN: \"[Show HN post if technically relevant]\"\n\nNarrative Spine 2: \"[Technical differentiation angle]\"\n  → Article: \"[Technical deep-dive]\"\n  → Thread: \"[Thread about the technical approach]\"\n  → HN: \"[Primary Show HN angle]\"\n```\n\n#### 4b: Create Content Cascades\n\nFor each narrative spine, define the publishing sequence:\n\n```\nDay 1: Publish the SEO article on the blog\nDay 1: Submit to Hacker News (if Tuesday-Thursday, 8-10am ET)\nDay 1-2: Post the Twitter thread with link to article\nDay 2-3: Drop Reddit comments in relevant active threads\nDay 3-7: Drip standalone tweets from the thread\n```\n\n#### 4c: Prioritize Actions\n\nRank ALL outputs by impact-to-effort ratio. The top 3-5 become the \"Do This Now\" list:\n\n```\nPriority scoring:\n- Effort: How long to execute (copy-paste = 1 min, publish article = 30 min, implement SEO fix = variable)\n- Impact: Estimated traffic\u002Fvisibility gain\n- Urgency: Time-sensitive opportunities (active Reddit thread, trending topic)\n- Risk: Likelihood of negative outcome (getting banned, negative reception)\n```\n\n---\n\n### Step 5: Generate CMO Dashboard\n\nPresent the synthesized results as a formatted dashboard. Use box-drawing characters for visual structure.\n\n**Dashboard output format:**\n\n```\n╔══════════════════════════════════════════════════════════════════════════════╗\n║                            AI CMO TERMINAL                                 ║\n╠══════════════════════════════════════════════════════════════════════════════╣\n║  [SEO]      Critical: Missing meta description on \u002Fpricing, \u002Fcontact       ║\n║  [Reddit]   r\u002FSaaS: \"Best tools for startup marketing?\" (23 upvotes)       ║\n║  [HN]       Show HN draft ready: \"Show HN: [Product] – [description]\"     ║\n║  [X]        3 tweet threads generated, 2 reply opportunities found         ║\n║  [GEO]      5 AI search visibility gaps identified                         ║\n║  [Content]  1 SEO article drafted, 4-week calendar built                   ║\n║                                                           +N more items    ║\n╚══════════════════════════════════════════════════════════════════════════════╝\n\n┌─── ANALYTICS OVERVIEW ─────────────────────────────────────────────────────┐\n│                                                                            │\n│  Page Speed      Accessibility     Best Practices      SEO                │\n│  ┌───────┐       ┌───────┐         ┌───────┐          ┌───────┐          │\n│  │  58   │       │  85   │         │  73   │          │  92   │          │\n│  └───────┘       └───────┘         └───────┘          └───────┘          │\n│   NEEDS WORK       GOOD             GOOD              EXCELLENT          │\n│                                                                            │\n│  Health: 18\u002F24    Links: 42\u002F42    AI\u002FGEO: 3\u002F8    Passed: 63\u002F74          │\n│                                                                            │\n│  ── SEO Health Checklist ──────────────────────────────────────           │\n│  [PASS] Meta Titles .................... 8\u002F10 present                     │\n│  [FAIL] Meta Descriptions .............. 7\u002F10 present (3 missing)        │\n│  [PASS] Mobile Friendly ................ Yes                              │\n│  [WARN] Image Alt Tags ................. 42\u002F50 (8 missing)               │\n│  [FAIL] Core Web Vitals:                                                  │\n│         LCP: 3.2s (target: \u003C2.5s)                                        │\n│         Total Blocking Time: 450ms (target: \u003C200ms)                      │\n│         Cumulative Layout Shift: 0.12 (target: \u003C0.1)                     │\n└────────────────────────────────────────────────────────────────────────────┘\n\n┌─── DO THIS NOW (Top 3 Actions) ───────────────────────────────────────────┐\n│                                                                            │\n│  1. [FIX]  Add meta descriptions to 3 pages              ⏱ 15 min        │\n│            Impact: HIGH | Copy-paste HTML provided below                  │\n│                                                                            │\n│  2. [REPLY] Reply to Reddit thread in r\u002FSaaS              ⏱ 2 min        │\n│            \"Best tools for startup marketing?\" (23 upvotes, 6h old)       │\n│            Copy-paste comment ready below                                 │\n│                                                                            │\n│  3. [PUBLISH] Submit Show HN post                         ⏱ 5 min        │\n│            Title + founder comment + objection responses ready            │\n│                                                                            │\n└────────────────────────────────────────────────────────────────────────────┘\n\n┌─── AI CMO FEED ───────────────────────────────────────────────────────────┐\n│                                                                            │\n│  [!] Reddit Opportunities ─────────────────────────── N found             │\n│      > \"Thread title\" (r\u002Fsubreddit, X upvotes)                   [REPLY] │\n│      > \"Thread title\" (r\u002Fsubreddit, X upvotes)                   [REPLY] │\n│      + N more threads ready for review                                    │\n│                                                                            │\n│  [!] SEO & GEO Issues ────────────────────────────── N found             │\n│      > Missing meta descriptions on N pages                      [FIX]   │\n│      > No FAQ schema markup on N pages                           [FIX]   │\n│      + N more recommendations                                            │\n│                                                                            │\n│  [*] X\u002FTwitter Ideas ─────────────────────────────── N generated          │\n│      > Thread: \"Hook tweet preview...\"                          [REVIEW] │\n│      > Reply to @influencer about [topic]                       [REVIEW] │\n│      + N more ideas                                                       │\n│                                                                            │\n│  [*] Articles ────────────────────────────────────── N ready              │\n│      > \"[Article Title]\" (target: keyword, ~2000 words)         [DRAFT]  │\n│      + N more article topics in calendar                                  │\n│                                                                            │\n│  [-] Hacker News ─────────────────────────────────── 1 draft              │\n│      > \"Show HN: [Product] – [description]\"                   [PUBLISH] │\n│                                                                            │\n└────────────────────────────────────────────────────────────────────────────┘\n\n┌─── COMPETITORS ───────────────────────────────────────────────────────────┐\n│                                                                            │\n│  Monitored (N):                                                            │\n│  HIGH   competitor1.com .... Positioning: \"[their tagline]\"               │\n│  MED    competitor2.com .... Positioning: \"[their tagline]\"               │\n│  LOW    competitor3.com .... Positioning: \"[their tagline]\"               │\n│                                                                            │\n│  Say \"add competitor [url]\" or \"remove competitor [url]\" to manage.       │\n└────────────────────────────────────────────────────────────────────────────┘\n\n┌─── KNOWLEDGE BASE ────────────────────────────────────────────────────────┐\n│                                                                            │\n│  [LOADED]  Site Audit ..................... site_audit.json                │\n│  [LOADED]  Product Info .................. (extracted from site)           │\n│  [STATUS]  Brand Profile ................. Not loaded (run \u002Fbrand-research)│\n│  [STATUS]  Competitor Analysis ........... Auto-identified (3 found)      │\n│                                                                            │\n│  Load documents: provide file paths or describe your product.             │\n└────────────────────────────────────────────────────────────────────────────┘\n\n─────────────────────────────────────────────────────────────────────────────\nAll analysis runs locally in your session. Your data is not stored or\nshared externally.\n─────────────────────────────────────────────────────────────────────────────\n```\n\n**Populate each section with REAL data from agent outputs:**\n- Terminal log: One line per agent with the most important finding\n- Analytics: Actual scores from site_audit.py (or agent estimates)\n- Do This Now: Top 3 actions ranked by impact-to-effort\n- Feed: Aggregated opportunities from all agents with preview text\n- Competitors: Auto-identified list with threat levels\n- Knowledge Base: Status of loaded documents\u002Fcontext\n\n---\n\n### Step 6: Deliver & Enter Chat Mode\n\nAfter displaying the dashboard, enter conversational mode:\n\n**Delivery message:**\n\n> \"Your AI CMO dashboard is ready.\n>\n> **Top priority:** [#1 action from Do This Now list]\n>\n> I can expand any section — just ask:\n> - **'Show Reddit comments'** — Full comments for all threads\n> - **'Show SEO fixes'** — Every fix with copy-paste HTML\n> - **'Show the article'** — Complete drafted article\n> - **'Show HN post'** — Full submission + founder comment\n> - **'Show tweet threads'** — All threads + calendar\n> - **'Show GEO fixes'** — AI search visibility recommendations\n> - **'Write another article on [topic]'** — Generate more content\n> - **'Deep dive on [competitor]'** — Detailed competitive analysis\n> - **'Refresh'** — Re-run the full analysis\n>\n> What would you like to tackle first?\"\n\n**Chat interaction patterns:**\n\nWhen user asks to expand a section, output the FULL agent data for that section:\n- Reddit: Every thread URL + all comment variations\n- SEO: Every issue with exact HTML fix snippet\n- Article: Full markdown article text\n- HN: Title + founder comment + all objection responses\n- Tweets: Every thread + standalone tweets + calendar\n- GEO: Every recommendation with schema code\n\nWhen user asks to write more content:\n- Use the same context bundle to generate additional content\n- Maintain brand voice consistency\n- Cross-reference existing outputs\n\n---\n\n## State Persistence\n\nAfter the initial run, save state for future re-runs:\n\n**Save `cmo_state.json` in the working directory:**\n```json\n{\n  \"last_run\": \"2026-03-16T14:30:00Z\",\n  \"website_url\": \"https:\u002F\u002Fexample.com\",\n  \"product_name\": \"Product Name\",\n  \"product_description\": \"Brief description\",\n  \"brand_voice\": {\"tone\": [\"Confident\", \"Approachable\"], \"formality\": \"professional casual\"},\n  \"competitors\": [\"competitor1.com\", \"competitor2.com\"],\n  \"social_handles\": {\"twitter\": \"@handle\"},\n  \"content_generated\": [\"article-topic-1\"],\n  \"reddit_threads_targeted\": [\"url1\", \"url2\"],\n  \"hn_submitted\": false,\n  \"seo_scores\": {\"seo\": 82, \"accessibility\": 65, \"performance\": 48, \"best_practices\": 73}\n}\n```\n\n**On re-run, operate in delta mode:**\n- Skip re-crawling if site hasn't changed (check Last-Modified header)\n- Find NEW Reddit threads only (filter out already-targeted)\n- Generate NEXT article in the content calendar\n- Report SEO score CHANGES since last run\n- Update competitor tracking with recent moves\n\n---\n\n## Integration with Other Skills\n\n| Skill | Use Case |\n|-------|----------|\n| `brand-research-agent` | Deep brand analysis → feeds brand voice to all agents |\n| `competitive-intel-agent` | Detailed 4-agent competitive deep-dive |\n| `copywriter-agent` | Additional marketing copy (ads, landing pages, emails) |\n| `chart-generation` | SEO score gauges, opportunity breakdown charts |\n| `image-generation` | Social media graphics, blog post images |\n| `social-producer-agent` | Full social media asset creation (images + videos) |\n| `media-utils` | PDF report generation from CMO dashboard |\n\n**Generate PDF Report:**\n```bash\npython3 ${CLAUDE_PLUGIN_ROOT}\u002Fskills\u002Fmedia-utils\u002Fscripts\u002Freport_to_pdf.py \\\n  --input cmo_report.md \\\n  --output cmo_report.pdf \\\n  --title \"AI CMO Report\" \\\n  --style business\n```\n\n---\n\n## Future Expansion\n\nThese channels are planned for future agent additions:\n- **LinkedIn Agent** — Thought leadership posts, company page content\n- **Email Agent** — Welcome sequences, newsletter templates, re-engagement\n- **Product Hunt Agent** — Launch strategy, asset preparation, timing\n- **YouTube Agent** — Video topic ideas, SEO optimization, thumbnail concepts\n- **Link Building Agent** — Backlink opportunities, outreach templates\n- **Influencer Agent** — Influencer identification, outreach, collaboration ideas\n\n---\n\n## Agents\n\n| Agent | File | Focus |\n|-------|------|-------|\n| SEO Analyst | `seo-analyst.md` | Technical audit with exact fix snippets |\n| GEO Analyst | `geo-analyst.md` | AI search visibility optimization |\n| Content Writer | `content-writer.md` | Full articles + content calendar |\n| Reddit Scout | `reddit-scout.md` | Thread discovery + copy-paste comments |\n| HN Scout | `hackernews-scout.md` | Show HN submission package |\n| X Scout | `x-scout.md` | Tweet threads + 7-day calendar |\n\n---\n\n## Example Prompts\n\n**Full CMO analysis:**\n> \"Be my AI CMO for https:\u002F\u002Fmyproduct.com\"\n\n**Specific channel focus:**\n> \"Find Reddit opportunities for my SaaS product at https:\u002F\u002Fmyapp.io\"\n\n**Content generation:**\n> \"Write SEO articles for https:\u002F\u002Fmysite.com — I want to rank for AI marketing tools\"\n\n**SEO audit only:**\n> \"Run a full SEO audit on https:\u002F\u002Fmysite.com and give me exact fixes\"\n\n**Competitive analysis:**\n> \"Analyze my marketing position vs Competitor1 and Competitor2 for https:\u002F\u002Fmyproduct.com\"\n\n**Re-run \u002F refresh:**\n> \"Refresh my CMO dashboard — find new opportunities since last 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