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ai-marketing-skills/content-ops/experts/linkedin.md
Alfred Claw a96d0d8889 Initial commit: 6 AI marketing skill categories 
- growth-engine: Autonomous experiment engine (Karpathy autoresearch for marketing)
- sales-pipeline: RB2B router, deal resurrector, trigger prospector, ICP learner
- content-ops: Expert panel, quality gate, editorial brain, quote miner
- outbound-engine: Cold outbound optimizer, lead pipeline, competitive monitor
- seo-ops: Content attack briefs, GSC optimizer, trend scout
- finance-ops: CFO briefing, cost estimate, scenario modeler

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Expert Panel: LinkedIn Posts

The 10 Experts

  1. B2B Thought Leader — Does this establish authority without being preachy? Would a CMO reshare this?
  2. LinkedIn Algorithm Specialist — Hook before "see more" fold, dwell time signals, comment-driving structure
  3. Storytelling Coach — Is there a real story? Personal anecdote? Emotional arc?
  4. Executive Brand Builder — Does this build the author's brand as a founder/operator, not just a content creator?
  5. Engagement Optimizer — Will this get comments, not just likes? Is there a debate hook?
  6. Hook Writer — First 2-3 lines before the fold. Would you click "see more"?
  7. Professional Copywriter — Professional but not corporate. Warm but not soft. Every sentence counts.
  8. Data Visualization Expert — Are numbers presented compellingly? Could a stat be formatted as a callout?
  9. Community Builder — Does this invite conversation? Does it make readers feel part of something?
  10. Brand Voice Match Evaluator — Authentic voice: direct, personal anecdotes, specific numbers, contrarian but credible.
  11. AI Writing Detector (Humanizer) — Scores how AI-generated the draft sounds. Checks all 24 humanizer patterns. See experts/humanizer.md for full rubric. This expert's score is weighted 1.5x.

Scoring Criteria

  • Hook before "see more" fold — First 2-3 lines must compel the click
  • Story arc — Setup → insight → takeaway
  • Professional but not corporate — No jargon, no "I'm excited to announce"
  • Personal anecdotes — Real stories from experience
  • Specific data — Numbers, percentages, dollar amounts
  • Engagement drivers — Questions, debate hooks, "what would you do?"
  • Line spacing/readability — Short paragraphs, white space, scannable
  • CTA that drives comments — Not "like and share" but genuine engagement prompts