Code Review Skill
awesome-skills/code-review-skill
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…
Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, PHP, Python, Django, Go, C/.NET, Kotlin, Swift, NestJS, C/C++, and more.
$ npx skills add Rain-kl/OpenFlare --skill code-review-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Rain-kl/OpenFlare code-review-skill --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Rain-kl/OpenFlare.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/code-review-skill .claude/skills/code-review-skill && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "code-review-skill" agent skill from https://github.com/Rain-kl/OpenFlare/tree/main/.agents/skills/code-review-skill into .claude/skills/code-review-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-skill", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Rain-kl/OpenFlare/tree/main/.agents/skills/code-review-skillType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Rain-kl/OpenFlare --skill code-review-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Rain-kl/OpenFlare code-review-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Rain-kl/OpenFlare.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/code-review-skill .agents/skills/code-review-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-review-skill" agent skill from https://github.com/Rain-kl/OpenFlare/tree/main/.agents/skills/code-review-skill into .agents/skills/code-review-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-skill", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Rain-kl/OpenFlare --skill code-review-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Rain-kl/OpenFlare code-review-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Rain-kl/OpenFlare.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/code-review-skill .cursor/skills/code-review-skill && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "code-review-skill" agent skill from https://github.com/Rain-kl/OpenFlare/tree/main/.agents/skills/code-review-skill into .cursor/skills/code-review-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-skill", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Rain-kl/OpenFlare.git --path .agents/skills/code-review-skill--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Rain-kl/OpenFlare --skill code-review-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Rain-kl/OpenFlare code-review-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Rain-kl/OpenFlare.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/code-review-skill .gemini/skills/code-review-skill && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "code-review-skill" agent skill from https://github.com/Rain-kl/OpenFlare/tree/main/.agents/skills/code-review-skill into .gemini/skills/code-review-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-skill", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Rain-kl/OpenFlare code-review-skillInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Rain-kl/OpenFlare --skill code-review-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Rain-kl/OpenFlare.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/code-review-skill .github/skills/code-review-skill && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "code-review-skill" agent skill from https://github.com/Rain-kl/OpenFlare/tree/main/.agents/skills/code-review-skill into .github/skills/code-review-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-skill", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Rain-kl/OpenFlare --skill code-review-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Rain-kl/OpenFlare code-review-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Rain-kl/OpenFlare.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/code-review-skill .opencode/skills/code-review-skill && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "code-review-skill" agent skill from https://github.com/Rain-kl/OpenFlare/tree/main/.agents/skills/code-review-skill into .opencode/skills/code-review-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-skill", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
code-review-skillProvides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, PHP, Python, Django, Go, C/.NET, Kotlin, Swift, NestJS, C/C++, and more.
Code Review Skill is an agent skill from Rain-kl/OpenFlare. Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, PHP, Python, Django, Go, C/.NET, Kotlin, Swift, NestJS, C/C++, and more. Helps catch bugs, improve code quality, and give constructive feedback. Use when: reviewing pull requests, conducting PR reviews, code review, reviewing code changes, establishing review standards, mentoring developers, architecture reviews, security audits, checking code quality, finding bugs, giving feedback on code.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 40 other files, including scripts and assets (for example `CONTRIBUTING.md`, `README.md` and `assets/pr-review-template.md`).
It sits in Development, covering Pull requests, Code review and Software architecture. It works with Python, Angular, Django and NestJS. The repository describes itself as: OpenFlare is an open-source CDN orchestration and edge security platform. It supports reverse proxy, centralized configuration synchronization, in-network tunneling (Tunnels)… The licence is MIT.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 7483897. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepGlobBashWebFetchFrom allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
gitpythonFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Code Review Skill loads about 2.3k tokens when it runs. Until then it costs about 131 tokens; SKILL.md has 830 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Grep, Glob, Bash, WebFetchAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from Rain-kl/OpenFlare at commit 7483897, republished under its MIT licence (© Rain-kl). 830 words, ~2,349 tokens.
.claude/skills/code-review-skill/SKILL.md (or your agent's skills folder). This skill also uses 38 other files; get the full folder from GitHub.Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.
Goals of Code Review:
Not the Goals:
Good Feedback is:
❌ Bad: "This is wrong."
✅ Good: "This could cause a race condition when multiple users
access simultaneously. Consider using a mutex here."
❌ Bad: "Why didn't you use X pattern?"
✅ Good: "Have you considered the Repository pattern? It would
make this easier to test. Here's an example: [link]"
❌ Bad: "Rename this variable."
✅ Good: "[nit] Consider `userCount` instead of `uc` for
clarity. Not blocking if you prefer to keep it."What to Review:
What Not to Review Manually:
Before diving into code, understand:
For large diffs, pipe the diff through
scripts/pr-analyzer.py(git diff main...HEAD | python scripts/pr-analyzer.py) to triage complexity and get a suggested review approach before reading.
For each file, check:
Use checklists for consistent reviews. See Security Review Guide for comprehensive security checklist.
Instead of stating problems, ask questions:
❌ "This will fail if the list is empty."
✅ "What happens if `items` is an empty array?"
❌ "You need error handling here."
✅ "How should this behave if the API call fails?"Use collaborative language:
❌ "You must change this to use async/await"
✅ "Suggestion: async/await might make this more readable. What do you think?"
❌ "Extract this into a function"
✅ "This logic appears in 3 places. Would it make sense to extract it?"Use labels to indicate priority:
[blocking] - Must fix before merge[important] - Should fix, discuss if disagree[nit] - Nice to have, not blocking[suggestion] - Alternative approach to consider[learning] - Educational comment, no action needed[praise] - Good work, keep it up!Severity levels: 🔴 / 🟡 / 🟢 are the three severity tiers used as the standard across all guides in this skill — 🔴 blocks the merge, 🟡 should be addressed, 🟢 is optional. The remaining markers (💡 / 📚 / 🎉) are non-blocking annotations.
根据审查的代码语言,查阅对应的详细指南:
| Language/Framework | Reference File | Key Topics |
|---|---|---|
| React | React Guide | Hooks, useEffect, React 19 Actions, RSC, Suspense, TanStack Query v5 |
| Vue 3 | Vue Guide | Composition API, 响应性系统, Props/Emits, Watchers, Composables |
| Angular 17+ | Angular Guide | Signals, Standalone 组件, RxJS, Zoneless 变更检测, 模板优化 |
| Rust | Rust Guide | 所有权/借用, Unsafe 审查, 异步代码, 取消安全性, 错误处理 |
| TypeScript | TypeScript Guide | 类型安全, async/await, 不可变性 |
| Python | Python Guide | 可变默认参数, 异常处理, 类属性 |
| Django / DRF | Django Guide | 安全审查, N+1 查询, Serializer 反模式, ViewSet, 异步视图 |
| FastAPI | FastAPI Guide | Depends, Pydantic v2 validation, async correctness, sessions/N+1, auth vs authorization, test-driven verification |
| Java | Java Guide | Java 17/21 新特性, Spring Boot 3, 虚拟线程, Stream/Optional |
| PHP | PHP Guide | PHP 8.x type system, PDO, security review, Composer, PHPUnit/PHPStan |
| C# / .NET | C# Guide | C# 12 特性, 异步编程, EF Core 性能, ASP.NET Core, LINQ |
| Go | Go Guide | 错误处理, goroutine/channel, context, 接口设计 |
| Kotlin / Android | Kotlin Guide | 协程, Flow, Jetpack Compose, 空安全, 内存泄漏, 架构模式 |
| Swift / SwiftUI | Swift Guide | Optionals, Swift Concurrency, Sendable/actors, SwiftUI property wrappers, value vs reference types, API design |
| NestJS | NestJS Guide | 依赖注入, 分层架构, DTO 验证, Guard/Interceptor, 循环依赖 |
| Svelte / SvelteKit | Svelte Guide | Runes, Load 函数, Form Actions, Store 迁移, SSR/CSR 边界 |
| C | C Guide | 指针/缓冲区, 内存安全, UB, 错误处理 |
| C++ | C++ Guide | RAII, 生命周期, Rule of 0/3/5, 异常安全 |
| CSS/Less/Sass | CSS Guide | 变量规范, !important, 性能优化, 响应式, 兼容性 |
| Qt | Qt Guide | 对象模型, 信号/槽, 内存管理, 线程安全, 性能 |
Language-agnostic patterns applicable to all code reviews:
| Topic | Reference File | Key Topics |
|---|---|---|
| Universal Quality | Universal Quality Guide | Reuse audit, parameter sprawl, leaky abstractions, nested conditionals, stringly-typed code, TOCTOU, no-op updates, redundant state |
© Rain-kl, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 38 other files (scripts, assets) in .agents/skills/code-review-skill of Rain-kl/OpenFlare.
Open the folder on GitHubat commit 7483897
Code Review Skill next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Code Review Skill this skillRain-kl/OpenFlare | 288 | — | ~2.3k | Automated safety check: Notes | MIT | |
| Code Review Skillawesome-skills/code-review-skill | 2.1k | — | ~2.8k | Automated safety check: Notes | MIT | |
| Code Review Excellenceandrew-yangy/gru-ai | 155 | — | ~1.7k | Automated safety check: Notes | MIT | |
| Code Reviewerjewbetcha/opentrace | 116 | 2 repos | ~1.1k | Automated safety check: Notes | MIT | |
| Code Revieweralirezarezvani/claude-skills | 28k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Code Reviewerborghei/Claude-Skills | 874 | — | ~1.7k | Automated safety check: Pass | MIT |
awesome-skills/code-review-skill
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…
andrew-yangy/gru-ai
Provides comprehensive code review guidance for React 19, Vue 3, Rust, TypeScript, Java, Python, and C/C++.
jewbetcha/opentrace
Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go.
alirezarezvani/claude-skills
Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter.
borghei/Claude-Skills
Code review automation for TypeScript, JavaScript, Python, Go, Swift, and Kotlin.
borghei/Claude-Skills
Fullstack development toolkit with project scaffolding for Next.js/FastAPI/MERN/Django stacks and code quality analysis.
Rain-kl/OpenFlare
在选择日志方案、配置 slog、编写结构化日志语句或决定日志级别时使用。也适用于设置生产日志、为日志添加请求作用域上下文或从 log 迁移到 slog 的场景,即使用户未明确提及日志。不涵盖错误处理策略(参见 go-error-handling)。
Rain-kl/OpenFlare
Wavelet 项目专用:当新增或修改自定义业务 API、新增业务路由、新增 service 层核心逻辑时必须使用。本技能指导包职责划分、推荐文件结构、路由解耦、Swagger 文档生成与质量门禁验证。
Rain-kl/OpenFlare
Wavelet 项目专用:当新增或修改业务缓存(RAM/Redis/DB 三层读路径)、缓存失效、多节点 pub/sub 同步、或评估高频读是否应接入缓存时必须使用。本技能说明系统标准缓存框架、参考实现、禁止写法与分布式一致性要求。
Rain-kl/OpenFlare
Wavelet 项目专用:当新增或修改 ClickHouse 批量写入、接入 internal/infra/persistence/batchwriter、将业务域异步 flush 到分析表、迁移 riskcontrol/节点访问日志/可观测时序写入、或评估 asyncinsert 与背压策略时必须使用。本技能指导分层职责、各域独立 Writer 实例、repository 批量 API…
Rain-kl/OpenFlare
Wavelet 项目专用:当新增或修改数据库表结构、索引、初始化数据、系统配置 seed、模板 seed、默认管理员、goose SQL 迁移、internal/infra/persistence/migrator、ClickHouse 分析库 DDL 或数据库升级流程时必须使用。本技能指导在 internal/infra/persistence/migrator/goose 下编写…
Rain-kl/OpenFlare
Wavelet 项目专用:当业务需要上传文件、读取已上传文件、在 Worker/任务中程序化摄取字节流、选择存储引擎能力、或排查 wuploads / 文件统计异常时必须使用。本技能指导 storage 与 upload 分层、upload.Ingest 策略选型、前后端接入与禁止旁路写表。
Categories
Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, PHP, Python, Django, Go, C/.NET, Kotlin, Swift, NestJS, C/C++, and more. Code Review Skill is an agent skill from Rain-kl/OpenFlare.NET, Kotlin, Swift, NestJS, C/C++, and more.
Code Review Skill fits situations like: : reviewing pull requests; conducting PR reviews; reviewing code changes; establishing review standards.
Run `npx skills add Rain-kl/OpenFlare --skill code-review-skill -a claude-code`. Or copy the skill folder (.agents/skills/code-review-skill in Rain-kl/OpenFlare) into .claude/skills/code-review-skill in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Rain-kl/OpenFlare --skill code-review-skill -a codex`. Or copy the skill folder (.agents/skills/code-review-skill in Rain-kl/OpenFlare) into .agents/skills/code-review-skill in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Rain-kl/OpenFlare --skill code-review-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-review-skill, .gemini/skills/code-review-skill, .github/skills/code-review-skill and .opencode/skills/code-review-skill in your project.
Going by SKILL.md and its folder, Code Review Skill needs the command-line tools its instructions call (git and python). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash, WebFetch.
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Code Review Skill is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Code Review Skill: Code Review Skill (awesome-skills/code-review-skill, 2.1k stars), Code Review Excellence (andrew-yangy/gru-ai, 155 stars), Code Reviewer (jewbetcha/opentrace, 116 stars) and Code Reviewer (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Rain-kl (a GitHub user) maintains it in Rain-kl/OpenFlare, which has 288 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 7, 2026.
Source: Rain-kl/OpenFlare on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.