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Add autoresearch self-improvement loop to docs - #21

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willwearing merged 1 commit into
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add-autoresearch-self-improvement-loop
Mar 22, 2026
Merged

Add autoresearch self-improvement loop to docs#21
willwearing merged 1 commit into
mainfrom
add-autoresearch-self-improvement-loop

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Summary

  • Add Self-Improvement Loop section to adding-a-course.md based on Karpathy's autoresearch pattern
  • Add 10-check quality gate table with status column (automated vs manual)
  • Add escalation rule: automate a manual check if same issue flagged on 3+ courses
  • Add Section 13 to frontend-plan.md with same pattern for frontend changes

Test plan

  • Docs only — no code changes

🤖 Generated with Claude Code

- Add Self-Improvement Loop section to adding-a-course.md with autoresearch pattern
- Add 10-check mechanical quality gate table with automated vs manual status
- Add decision point: automate manual checks if same issue flagged on 3+ courses
- Add Section 13 to frontend-plan.md with same pattern for frontend changes

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@willwearing
willwearing merged commit f51d0b7 into main Mar 22, 2026
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