Topic · Development
Best code review skills for Claude Code, Codex and other agents.
- skills
- 1,053
- official
- 77
Code review skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way. | openinterpreter/ | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format. | shareAI-lab/ | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | 9 days ago |
| 3 | Review backend code for quality, security, maintainability, and best practices based on established checklist rules. | langflow-ai/ | 156k | — | ~3.5k | Automated safety check: Notes | MIT | today |
| 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/ | 85k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 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/ | 69k | — | ~2k | Automated safety check: Pass | GPL-3.0 | today |
| 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/ | 158k | — | ~676 | Automated safety check: Pass | Unknown | today |
| 7 | Reviews WooCommerce code changes against the project's standards, flagging backend PHP architecture, naming, documentation, data integrity and testing violations. | woocommerce/ | 11k | 3 repos | ~1.1k | Automated safety check: Pass | Unknown | today |
| 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/ | 44k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 2 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/ | 6.2k | 2 repos | ~803 | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 5.6k | 44 repos | ~1.6k | Automated safety check: Pass | MIT | 15 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/ | 22k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 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/ | 48k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 44k | — | ~2k | Automated safety check: Pass | Apache-2.0 | 2 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/ | 158k | — | ~938 | Automated safety check: Pass | Unknown | today |
| 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/ | 12k | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 16 | A skill your agent uses when completing tasks, implementing major features, or before merging to verify work meets requirements | farm-fe/ | 5.6k | 37 repos | ~702 | Automated safety check: Pass | MIT | 15 days ago |
| 17 | Reviews Dolibarr PHP code for compliance with coding standards and security best practices, and fixes identified issues. | Dolibarr/ | 7.7k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | today |
| 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/ | 48k | — | ~767 | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. | rasengan-dev/ | 125 | 17 repos | ~3.3k | Automated safety check: Pass | MIT | today |
| 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/ | 42k | — | ~550 | Automated safety check: Pass | MIT | today |
| 21 | Applies opinionated production Python conventions chosen by the project's Python version: modern type syntax, pathlib, explicit checks and interface guidance. | docling-project/ | 68k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 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/ | 1.3k | 2 repos | ~4.3k | Automated safety check: Pass | MIT | 3 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/ | 43k | — | ~766 | Automated safety check: Pass | MIT | 7 days ago |
| 24 | Implements triaged pull request review actions, commits focused fixes, posts status replies on GitHub and resolves the threads. | prisma/ | 48k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 5.4k | 1 repo | ~626 | Automated safety check: Pass | Unknown | today |
| 26 | Ultra-compressed code review comments. An agent skill from vishiri/fantasia-archive. | vishiri/ | 409 | 12 repos | ~674 | Automated safety check: Pass | GPL-3.0 | 5 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/ | 79k | — | ~415 | Automated safety check: Pass | MIT | today |
| 28 | Reviews a pull request or branch diff with a code knowledge graph and produces a structured review that includes blast-radius analysis. | tirth8205/ | 32k | — | ~452 | Automated safety check: Pass | MIT | today |
| 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/ | 22k | — | ~3.3k | Automated safety check: Pass | MIT | today |
| 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/ | 97k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 2.1k | — | ~2.8k | Automated safety check: Notes | MIT | 29 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/ | 8.9k | — | ~6.4k | Automated safety check: Pass | Unknown | today |
| 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/ | 23k | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 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/ | 1.1k | 2 repos | ~4.3k | Automated safety check: Pass | BSD-3-Clause | 4 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/ | 52k | — | ~3.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 36 | 36.Test Guard 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/ | 1.3k | 2 repos | ~2.1k | Automated safety check: Pass | MIT | 3 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/ | 9.2k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 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/ | 6.7k | — | ~2.7k | Automated safety check: Pass | Unknown | yesterday |
| 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/ | 48k | — | ~995 | Automated safety check: Pass | Apache-2.0 | today |
| 40 | 40.Code Review 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/ | 7.8k | — | ~1.4k | Automated safety check: Notes | AGPL-3.0 | 7 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/ | 18k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 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/ | 68k | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 43 | Qt6/C++ deep code review for Serial Studio. An agent skill from Serial-Studio/Serial-Studio. | Serial-Studio/ | 7.2k | — | ~4.3k | Automated safety check: Pass | Unknown | yesterday |
| 44 | Read the review comments left by the known agent reviewers on the current PR, resolve and reply. | pydantic/ | 8.6k | — | ~552 | Automated safety check: Pass | MIT | yesterday |
| 45 | WooYun business logic vulnerability methodology — 22,132 real cases across 6 domains (authentication bypass, authorization bypass, payment tampering, information disclosure, logic flaws… | tanweai/ | 1.8k | — | ~1.9k | Automated safety check: Pass | Unknown | 2 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/ | 9.5k | — | ~3.4k | Automated safety check: Pass | MIT | today |
| 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/ | 5.6k | 3 repos | ~3.1k | Automated safety check: Pass | MIT | today |
| 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/ | 5.9k | — | ~511 | Automated safety check: Notes | MIT | 22 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.
Explore related skills
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- Project scaffolding742
- Root cause analysis610
- Code quality579
- Architecture decision records562
- Commit messages556
- Git worktrees528
- Performance optimization440
- Design patterns408
- Error handling317
- Type safety301
- Dependency management285
- Software architecture280
- Monorepo tooling267
- Async programming243
- Issue triage234
- Codebase onboarding232