Individual skill

auto-review-loop

Autonomous multi-round research review loop. Repeatedly reviews using Gemini via gemini-review MCP, 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-gemini-review/auto-review-loop/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 18,965
Repository last updated: Nov 8, 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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SKILL.mdcore · 15,066 bytes

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> Override for Codex users who want **Gemini**, not a second Codex agent, to act as the reviewer. Install this package **after** `skills/skills-codex/*`.

# Auto Review Loop: Autonomous Research Improvement

> **Gemini overlay assurance:** `review_independence: cross-family` and `acceptance_status: accepted`.

Autonomously iterate: review → implement fixes → re-review, until the external reviewer gives a positive assessment or MAX_ROUNDS is reached.

## Context: $ARGUMENTS

## Constants

- MAX_ROUNDS = 4
- POSITIVE_THRESHOLD: score >= 6/10 AND verdict ∈ {"ready", "almost"} — both must hold, matching the operative STOP CONDITION below. Verdict vocabulary is {"ready", "almost", "not ready"}. (Earlier wording used "or" + a stale verdict set; the AND form is authoritative.)