Topic · Development

Best code review skills for Claude Code, Codex and other agents.

Skills that review diffs and pull requests for bugs, style problems and design issues before code is merged.
skills
1,053
official
77

Code review skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Code review skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.

openinterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0today
2

Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.

shareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT9 days ago
3

Review backend code for quality, security, maintainability, and best practices based on established checklist rules.

langflow-ai/langflow156k—~3.5kAutomated safety check: NotesMITtoday
4

Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.

Egonex-AI/Understand-Anything85k1 repo~1.4kAutomated safety check: PassMITyesterday
5

A catalog of recurring bug shapes in the Mole Mac cleaner, used to review safety-sensitive diffs for deletion safety, unbounded commands, shell traps and weak tests.

tw93/Mole69k—~2kAutomated safety check: PassGPL-3.0today
6

Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.

langgenius/dify158k—~676Automated safety check: PassUnknowntoday
7

Reviews WooCommerce code changes against the project's standards, flagging backend PHP architecture, naming, documentation, data integrity and testing violations.

woocommerce/woocommerce11k3 repos~1.1kAutomated safety check: PassUnknowntoday
8

Runs the ocr command-line tool to review Git changes, a commit or a branch comparison with an AI model, returning line-level comments and optionally applying fixes.

alibaba/open-code-review44k—~3.1kAutomated safety check: PassApache-2.02 days ago
9

Guides an agent through using @pierre/diffs to render syntax-highlighted files and diffs, and to build editing and review surfaces in React or plain JavaScript.

pierrecomputer/pierre6.2k2 repos~803Automated safety check: PassApache-2.0today
10

A skill your agent uses when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and…

farm-fe/farm5.6k44 repos~1.6kAutomated safety check: PassMIT15 days ago
11

Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.

openobserve/openobserve22k—~3.7kAutomated safety check: PassAGPL-3.0today
12

Runs a loop on a GitHub pull request: fetch review state, triage comments into actions, implement them and resolve threads, repeating until nothing actionable is left.

prisma/orm48k—~2.2kAutomated safety check: PassApache-2.0today
13

Has the host agent do the code review itself while the ocr CLI handles file selection and rule lookup, covering workspace changes, branch ranges or single commits.

alibaba/open-code-review44k—~2kAutomated safety check: PassApache-2.02 days ago
14

Reviews frontend changes under `web/` or `packages/dify-ui/` for concrete defects and broken project contracts, using routed rule packs and a severity scale for findings.

langgenius/dify158k—~938Automated safety check: PassUnknowntoday
15

Checks that a pull request's title and description match its implementation and reviews the code for Garnet best practices, reporting findings without posting them.

microsoft/garnet12k—~3.1kAutomated safety check: PassMITtoday
16

A skill your agent uses when completing tasks, implementing major features, or before merging to verify work meets requirements

farm-fe/farm5.6k37 repos~702Automated safety check: PassMIT15 days ago
17

Reviews Dolibarr PHP code for compliance with coding standards and security best practices, and fixes identified issues.

Dolibarr/dolibarr7.7k1 repo~1.1kAutomated safety check: PassMITtoday
18

Fetches a pull request's canonical review state as JSON, validates it, and renders markdown, a text summary and triage target files from it using bundled scripts.

prisma/orm48k—~767Automated safety check: PassApache-2.0today
19

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale.

rasengan-dev/rasenganjs12517 repos~3.3kAutomated safety check: PassMITtoday
20

Reviews a fastlane pull request against its linked issue and the project guides, separating blocking from non-blocking findings and handling vulnerabilities privately.

fastlane/fastlane42k—~550Automated safety check: PassMITtoday
21

Applies opinionated production Python conventions chosen by the project's Python version: modern type syntax, pathlib, explicit checks and interface guidance.

docling-project/docling68k—~1.5kAutomated safety check: PassApache-2.0yesterday
22

Reviews generated or changed production code against Clean Code, SOLID, DRY, KISS, YAGNI and LLM-specific failure modes before it ships, in any language.

amElnagdy/guard-skills1.3k2 repos~4.3kAutomated safety check: PassMIT3 mo ago
23

Reviews open pull requests in the daisyUI repository using read-only GitHub data and isolated base-versus-PR checks, then writes a merge verdict report.

saadeghi/daisyui43k—~766Automated safety check: PassMIT7 days ago
24

Implements triaged pull request review actions, commits focused fixes, posts status replies on GitHub and resolves the threads.

prisma/orm48k—~1.7kAutomated safety check: PassApache-2.0today
25

Fetches review comments from a GitHub pull request, checks each one against the real code, rates it valid, invalid or partial, and can reply on GitHub.

breaking-brake/cc-wf-studio5.4k1 repo~626Automated safety check: PassUnknowntoday
26

Ultra-compressed code review comments. An agent skill from vishiri/fantasia-archive.

vishiri/fantasia-archive40912 repos~674Automated safety check: PassGPL-3.05 days ago
27

Review Archify issues, PRs, or code through value, cost, and impact to support evidence-based maintenance decisions. Use for issue triage, change…

tt-a1i/archify79k—~415Automated safety check: PassMITtoday
28

Reviews a pull request or branch diff with a code knowledge graph and produces a structured review that includes blast-radius analysis.

tirth8205/code-review-graph32k—~452Automated safety check: PassMITtoday
29

Finds and fixes out-of-range output writes in ONNX Runtime operator shape-inference functions where a getNumOutputs guard admits too few outputs.

microsoft/onnxruntime22k—~3.3kAutomated safety check: PassMITtoday
30

Keeps watching a pull request, fixing real review and CI problems and resolving stale threads, until it is clean and ready to merge.

thedotmack/claude-mem97k—~1.1kAutomated safety check: PassApache-2.0today
31

Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, Java 8, PHP, Ruby, Rails, Python, Django, FastAPI, Go, C/.NET, Kotlin, Swift, Dart…

awesome-skills/code-review-skill2.1k—~2.8kAutomated safety check: NotesMIT29 days ago
32

Adds Worktrunk-specific rules to the tend CI workflows: Codecov polling, Rust test commands, labels and review criteria for pull requests handled in CI.

max-sixty/worktrunk8.9k—~6.4kAutomated safety check: PassUnknowntoday
33

Reviews the tests added in a pull request for fix coverage, quality, edge cases and test type, and recommends lighter test types where they would do.

dotnet/maui23k—~2.9kAutomated safety check: PassMITtoday
34

Read-only review of Qt6 C++ code that combines a deterministic lint script with six parallel analysis agents and reports only high-confidence issues.

x-tools-author/x-tools1.1k2 repos~4.3kAutomated safety check: PassBSD-3-Clause4 days ago
35

Reviews Cherry Studio branches, pull requests, commits, files and docs against the project's own architecture, naming, API-boundary and UI rules, report-only by default.

CherryHQ/cherry-studio52k—~3.9kAutomated safety check: PassAGPL-3.0today
36

Reviews newly written or edited tests against nine rules that cut test bloat, such as mock-heavy checks and near-duplicate cases, before they are committed.

amElnagdy/guard-skills1.3k2 repos~2.1kAutomated safety check: PassMIT3 mo ago
37

Builds self-contained HTML explainers for plans, pull requests and technical concepts in Plannotator's theme, then opens them in its annotation view.

backnotprop/plannotator9.2k—~1.7kAutomated safety check: PassApache-2.0yesterday
38

A code-change gate for the iPolloWork repository: search and reuse first, keep one source of truth, justify every new file or dependency, and audit the change.

Devin-AXIS/iPolloWork6.7k—~2.7kAutomated safety check: PassUnknownyesterday
39

Runs the triage step of the review-framework loop: reads fetched PR review state, builds `review-actions.json`, validates it and renders `review-actions.md`.

prisma/orm48k—~995Automated safety check: PassApache-2.0today
40

对 Yakit 仓库的代码改动做规范化 code review:按代码逻辑、TS 定义、UI 引用与 Props、CSS 样式、依赖版本、配置项六个维度审查,检查测试用例缺失,强制执行 tsc 类型检查与 vitest 测试验证,输出「结果汇总 / 明细解释 / 合并结论」三块报告,经用户确认后写入文件。当用户要求 review、审查、评审代码改动,或在提交、合并、提 PR…

yaklang/yakit7.8k—~1.4kAutomated safety check: NotesAGPL-3.07 days ago
41

Reviews an existing verdaccio/verdaccio pull request end to end, verifies each finding and reports whether it is mergeable, optionally fixing it on the PR branch.

verdaccio/verdaccio18k—~1.7kAutomated safety check: PassMITtoday
42

Reviews or re-reviews a Docling pull request in fixed stages, with findings that can be reproduced and an explicit record of every check that was run.

docling-project/docling68k—~1kAutomated safety check: PassMITyesterday
43

Qt6/C++ deep code review for Serial Studio. An agent skill from Serial-Studio/Serial-Studio.

Serial-Studio/Serial-Studio7.2k—~4.3kAutomated safety check: PassUnknownyesterday
44
44.Fix PR CommentsOfficial

Read the review comments left by the known agent reviewers on the current PR, resolve and reply.

pydantic/monty8.6k—~552Automated safety check: PassMITyesterday
45

WooYun business logic vulnerability methodology — 22,132 real cases across 6 domains (authentication bypass, authorization bypass, payment tampering, information disclosure, logic flaws…

tanweai/wooyun-legacy1.8k—~1.9kAutomated safety check: PassUnknown2 mo ago
46

Interacts with live Hunk diff review sessions via CLI. Inspects review focus, navigates files, hunks, and exact lines, reloads session contents…

modem-dev/hunk9.5k—~3.4kAutomated safety check: PassMITtoday
47

Scans C# and .NET code for about 50 performance anti-patterns and reports prioritized findings with concrete fixes, at a scan depth you choose.

dotnet/skills5.6k3 repos~3.1kAutomated safety check: PassMITtoday
48

Analyzes a code diff for documentation sync, test coverage and impact scope, warning when docs or tests lag behind a design-level change or a large edit.

fengshao1227/ccg-workflow5.9k—~511Automated safety check: NotesMIT22 days ago

Questions, answered from the data.

What is the best code review skill?

PR Babysitter from openinterpreter/openinterpreter ranks first of the 1,053 code review skills listed here, with the highest score: its repository has 69k GitHub stars, 3 other GitHub owners carry a copy, its SKILL.md loads about 4.2k tokens and it passes the automated safety check with no findings. Next come Code Review Checklist and Backend Code Review.

Which code review skills are official?

77 of the 1,053 code review skills are official, published by the vendor's own GitHub organization: GitHub Review Iteration, PR Finalize Review, PR Review State Fetch, Review Implement Phase, ONNX Runtime Shape Inference Safety Audit and 72 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.