Individual skill
auto-review-loop
Autonomous multi-round research review loop. Uses a fresh Codex agent or selected Gemini, Grok, or Claude Code reviewer, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
skills/skills-codex/auto-review-loop/SKILL.md
Source commit 2901234ad2954cd2388ced8d3aed2ed9de42803a
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- Observed behavior
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- Last checked
- Nov 7, 2026
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Repository context
- Repository stars (not skill ratings)
- 18,881
- Repository last updated
- Nov 6, 2026
- License
- MIT
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- ai-research Repository topic
- autonomous-agent Repository topic
- claude-code Repository topic
- codex Repository topic
- mcp Repository topic
- ml-research Repository topic
- paper-review Repository topic
- research-automation Repository topic
- ai-tools Repository topic
- claude Repository topic
- research Derived category
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# Auto Review Loop: Autonomous Research Improvement
> **Codex assurance:** the default same-family reviewer result records
> `review_independence: same-family` and `acceptance_status: provisional` in its
> trace/state artifact. A positive provisional verdict may drive fixes and stop
> the loop, but is never cross-family accepted. A selected reviewer earns
> cross-family acceptance only from its actual models and completed in-scope
> positive review. Reviewer failure emits BLOCKED.
Autonomously iterate: review → implement fixes → re-review, until the external reviewer gives a positive assessment or MAX_ROUNDS is reached.
## Context: $ARGUMENTS
## Constants