review-loop-skill
A reusable AI agent skill that implements an iterative worker-reviewer cycle to produce higher quality output through structured critique and revision.
Works with any AI agent that supports subagent spawning (Cursor, Claude, Windsurf, etc.).
What it does
Instead of trusting a first draft, the agent:
- Does the work (writes code, spec, doc, etc.)
- Spawns a separate critic subagent with a fresh context
- The critic scores the work 1–10 with specific, actionable feedback
- The agent revises based on the feedback
- Repeats until the quality gate is met (default: 8/10)
Result: Fewer bugs, better specs, more robust implementations — without needing a human reviewer in the loop.
Quick install
npx skills add 2dmurali/review-loop-skill
Or clone and copy manually:
git clone git@github.com:2dmurali/review-loop-skill.git
cp -r review-loop-skill/review-loop ~/.cursor/skills/
Usage
Just mention it in your prompt:
implement the payment service, use review-loop
run review-loop on the auth module I just wrote
use review-loop, quality gate 9, thorough
Defaults
| Setting | Default |
|---|---|
| Min loops | 2 |
| Max loops | 4 |
| Quality gate | 8/10 |
Override inline: "use review-loop, gate 9, max 5 loops"
Folder structure
review-loop-skill/
└── review-loop/
└── SKILL.md
License
MIT — free to use, adapt, and redistribute with any AI tool or platform.