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The 10-Gate Content Quality Framework

The quality architecture that separates publish-ready AI content from “needs editing.” Extracted from a system running 6 X/Twitter accounts at 18+ posts per week.

The 10 gates:

  1. 1Pre-Insight Validation (11+/15 insight score)
  2. 2First Draft Quality Check
  3. 3Authority Marker Verification (4+/5 markers)
  4. 4Information Density Scoring (7+/10, zero filler)
  5. 5Aesthetic Writing Standards
  6. 6Visual Content Integration
  7. 7Entertainment & Personality Check
  8. 8Hook Validation (under 120 characters)
  9. 9Sales Architecture (product content only)
  10. 10Final Quality Assessment (8+/10 viral potential)

This is not a checklist. Each gate has thresholds, pass/fail criteria, and surgical fix protocols for when content fails. Apply it to any AI tool.

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