How do I install the Review Pipeline skill?

Run npx skillmds@latest add derek-ye/review-pipeline in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Review Pipeline safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Review Pipeline?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Review Pipeline free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Review Pipeline?

derek-ye (@derek-ye) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Review Pipeline

Name: Review Pipeline
Rating: 4.2 (5 reviews)
Author: derek-ye

Full adversarial review pipeline — runs simplify-loop then code-review-loop sequentially. Bash-enforced convergence with max 3 epochs per phase.

derek-ye Updated Sep 22, 2026

DevOps & Infra

Install

Press C to copy

$ npx skillmds@latest add derek-ye/review-pipeline

Installs into ~/.claude/skills (or .claude/skills inside a project). Restart Claude Code to pick it up.

Download SKILL.md

＋ Add to plugin

README badge

[![SkillMD](https://skillmd.com/badge/derek-ye/review-pipeline.svg)](https://skillmd.com/skills/derek-ye/review-pipeline)

Trust & safety

Audits pending

Not yet audited · commit 0b1f79b

Permissions this skill uses

Documentation only
No scripts, network access, or credentials are involved.

Works with: Claude Code Claude.ai OpenAI Codex +

File contents

Run the full review pipeline. This runs two phases sequentially:

Simplify loop — iteratively simplifies changed files
Code review loop — iteratively reviews and fixes architectural issues

Find and run review-pipeline/scripts/review-pipeline.sh relative to this plugin's installation directory. The plugin root is two levels up from this SKILL.md file.

Run it with Bash. Example:

~/agents/claude-skills/review-pipeline/scripts/review-pipeline.sh

Environment variables you can set before running:

MAX_EPOCHS (default: 3) — maximum loop iterations per phase
BASE_BRANCH (default: master) — branch to diff against
MAX_TURNS (default: 30) — max agentic turns per call

After the pipeline completes, review all changes with git diff master.

derek-ye/agent-skills/tree/main/skills/review-pipeline commit 0b1f79bc66

Frequently asked questions

npx skillmds@latest add derek-ye/review-pipeline