Understand Diff Analysis
Egonex-AI/Understand-Anything
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.
审查当前 git 变更、PR、提交范围、技能定义文件、架构调整或安全敏感代码时使用。输出结构化 Review Gate 结论(Pass/Reject)、问题分级(blocker/warning/suggest)、最低验证矩阵、证据链与复查基线。覆盖正确性、安全、架构、SOLID、可删除代码、性能、异常处理与测试风险;默认只输出 review,不直接修改代码。用户提到 review、code…
$ npx skills add CaoMeiYouRen/caomei-auth --skill code-reviewer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth code-reviewer --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/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/code-reviewer .claude/skills/code-reviewer && 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-reviewer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/code-reviewer into .claude/skills/code-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-reviewer", 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/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/code-reviewerType 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 CaoMeiYouRen/caomei-auth --skill code-reviewer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth code-reviewer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/code-reviewer .agents/skills/code-reviewer && 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-reviewer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/code-reviewer into .agents/skills/code-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-reviewer", 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 CaoMeiYouRen/caomei-auth --skill code-reviewer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth code-reviewer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/code-reviewer .cursor/skills/code-reviewer && 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-reviewer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/code-reviewer into .cursor/skills/code-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-reviewer", 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/CaoMeiYouRen/caomei-auth.git --path .github/skills/code-reviewer--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 CaoMeiYouRen/caomei-auth --skill code-reviewer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth code-reviewer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/code-reviewer .gemini/skills/code-reviewer && 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-reviewer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/code-reviewer into .gemini/skills/code-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-reviewer", 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 CaoMeiYouRen/caomei-auth code-reviewerInstalls 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 CaoMeiYouRen/caomei-auth --skill code-reviewer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/code-reviewer .github/skills/code-reviewer && 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-reviewer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/code-reviewer into .github/skills/code-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-reviewer", 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 CaoMeiYouRen/caomei-auth --skill code-reviewer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install CaoMeiYouRen/caomei-auth code-reviewer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CaoMeiYouRen/caomei-auth.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/code-reviewer .opencode/skills/code-reviewer && 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-reviewer" agent skill from https://github.com/CaoMeiYouRen/caomei-auth/tree/master/.github/skills/code-reviewer into .opencode/skills/code-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-reviewer", 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-reviewer审查当前 git 变更、PR、提交范围、技能定义文件、架构调整或安全敏感代码时使用。输出结构化 Review Gate 结论(Pass/Reject)、问题分级(blocker/warning/suggest)、最低验证矩阵、证据链与复查基线。覆盖正确性、安全、架构、SOLID、可删除代码、性能、异常处理与测试风险;默认只输出 review,不直接修改代码。用户提到 review、code…
Code Reviewer is an agent skill from CaoMeiYouRen/caomei-auth. 审查当前 git 变更、PR、提交范围、技能定义文件、架构调整或安全敏感代码时使用。输出结构化 Review Gate 结论(Pass/Reject)、问题分级(blocker/warning/suggest)、最低验证矩阵、证据链与复查基线。覆盖正确性、安全、架构、SOLID、可删除代码、性能、异常处理与测试风险;默认只输出 review,不直接修改代码。用户提到 review、code review、PR 审查、deep review、review gate、merge ready、blocker、evidence、pass、reject、SOLID、架构审查时都应触发。
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `agents/agent.yaml`, `references/code-quality-checklist.md` and `references/evidence-template.md`).
It sits in Development, covering Code review, Pull requests and Human-in-the-loop approvals. It works with Git. The repository describes itself as: 草梅 Auth 是一个基于 Nuxt 全栈框架的统一登录平台。支持 OAuth2.0 协议,集成邮箱、用户名、手机号、验证码、社交媒体等多种登录注册方式。 The licence is MIT.
Read from SKILL.md and the folder at commit 7bd3bae. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom 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 Reviewer loads about 1.5k tokens when it runs, and up to ~8.4k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 397 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 found no risky patterns in SKILL.md.
Automated 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); files beside SKILL.md are not scanned.
The full file from CaoMeiYouRen/caomei-auth at commit 7bd3bae, republished under its MIT licence (© CaoMeiYouRen). 397 words, ~1,525 tokens.
.claude/skills/code-reviewer/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.铁律:先给 Review Gate 结论、阻塞原因和复查基线,再给摘要。不要因为测试通过、代码能跑或改动量小,就跳过正确性、安全和架构审查。没有最低验证证据,不得给 Pass。
Pass / Reject 是 Gate 结论;blocker / warning / suggest 是问题分级,二者不能混用。git diff --stat)。超过阈值(默认 10 文件或 800 行新增,项目可调整)时,要求调用方说明批次拆分依据;未拆分且无正当理由 → Reject。Reject,而不是"暂时通过"。quick / standard / deep;调用方未声明时按 deep 防御执行。Reject(附待补证据清单)也不无限深挖。artifacts/review-gate/(纳入 .gitignore),文件名 <date>-<scope>.md。T405、P1-1,例外仅真实常量与带文档路径的导航指针)。Pass。Reject 必须明确写出失败原因、缺失证据、待修问题和复查基线。任何变更都必须按"验证层级 + Review Gate"判断是否可以放行:
| 改动类型 | 最低验证 |
|---|---|
| 文档 / 规划 | lint:md(或链接路径检查)+ RG |
| 纯逻辑 / 工具函数 / 服务层 | lint + typecheck + 定向测试 + RG |
| API / 鉴权 / 数据模型 | lint + typecheck + 定向测试 + RG(关键写路径升级到流程验证) |
| UI 组件 / 页面交互 | lint + typecheck + 测试 + 浏览器验证 + RG |
| 修复型 Hotfix | lint + typecheck + 复现与修复后结果 + RG |
| 配置 / 依赖 / CI / 技能与 agent 定义 | lint + typecheck + 定向验证 + RG |
本矩阵为通用默认值,项目可在 AGENTS.md 中按自身需要调整。没有 RG 结论的变更只能视为"进行中",不能视为已完成。
审查投入与改动风险匹配,不应对所有改动一视同仁长时间分析:
| audit-depth | 适用改动 | 审查范围 | 时间盒 |
|---|---|---|---|
quick | 文档措辞、简单配置、重命名、测试补强 | 只核验证声明(lint/typecheck/定向测试结果)+ diff 概要一致性 + 明显错误;禁止跑实验、定向测试或翻全量源码 | ≤ 5 分钟 |
standard | 常规业务逻辑、模块内改动 | 正确性 + 边界 + 测试覆盖;定向抽查 ≤ 3 个关键文件 | ≤ 10 分钟 |
deep | 发布流程、安全/鉴权、外部调用、数据写入、配置与依赖变更、agent/skill 定义 | 全量 checklist + 针对性实证(临时仓库/本地实验/验证命令按需执行) | ≤ 20 分钟 |
audit-depth(quick / standard / deep + 理由)、变更文件清单、已验证证据摘要与复审问题编号;未声明按 deep 防御执行。## Review Gate
- 结论: Pass | Reject
- 改动类型:
- 最低验证要求:
- 审查轮次:
- audit-depth:(调用方声明 + 本轮实际执行档位)
- 失败原因或通过条件:
- 复查基线:
## Findings
### blocker
1. [path/to/file.ext] 标题
- 风险
- 修复方向
### warning
### suggest
## 验证证据
- 已执行验证:
- 结果摘要:
- 未覆盖边界:
- 后续补跑计划:当改动涉及技能体系时,额外检查:
当用户要求 deep review、code review expert 或 senior review 时:
Pass。© CaoMeiYouRen, 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 6 other files (references) in .github/skills/code-reviewer of CaoMeiYouRen/caomei-auth.
Open the folder on GitHubat commit 7bd3bae
Code Reviewer 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 Reviewer this skillCaoMeiYouRen/caomei-auth | 220 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Open Code Review CLIalibaba/open-code-review | 44k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Code Reviewflutter/flutter | 179k | — | ~1.4k | Automated safety check: Pass | BSD-3-Clause | |
| PR Review State Fetchprisma/orm | 48k | — | ~767 | Automated safety check: Pass | Apache-2.0 | |
| Knowledge Graph PR Reviewtirth8205/code-review-graph | 32k | — | ~452 | Automated safety check: Pass | MIT |
Egonex-AI/Understand-Anything
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.
alibaba/open-code-review
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.
flutter/flutter
Performs a comprehensive, multi-step code review of pull requests or local code changes, using iterative refinement (generation, critique, synthesis) to ensure high-quality, actionable feedback.
prisma/orm
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.
tirth8205/code-review-graph
Reviews a pull request or branch diff with a code knowledge graph and produces a structured review that includes blast-radius analysis.
prisma/orm
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`.
CaoMeiYouRen/caomei-auth
需要统筹需求澄清、上下文扫描、技术方案、前后端实现、UI 验证、测试、质量审查、文档同步和提交节奏时使用。它负责编排多技能协作,而不是亲自替代所有专业技能。用户提到 end-to-end workflow、全流程开发、从需求到提交、PDTFC+、多技能编排时都应触发。
CaoMeiYouRen/caomei-auth
运行并解读 lint、类型检查、测试等质量门时使用。它不只是执行命令,还要根据变更范围选择最小充分检查、分析失败原因,并给出是否允许继续提交或发布的判断。用户提到 lint、typecheck、tests、quality gate、验证改动时都应触发。
CaoMeiYouRen/caomei-auth
修改 Docker、CI/CD、部署配置、环境变量、运行时参数、构建脚本和发布流程时使用。优先覆盖 Docker、Vercel、Cloudflare 与 GitHub Actions 场景。用户提到 deploy、Dockerfile、workflow、CI、CD、environment variables、build pipeline、release config 时都应触发。
CaoMeiYouRen/caomei-auth
使用 GitHub CLI(gh)处理仓库、issue、pull request、workflow、project、release、codespace、gist、search、api、auth、config、alias、secret、variable、extension、ruleset 和 status 等命令行操作时使用。用户提到 gh、gh cli、GitHub CLI、gh…
CaoMeiYouRen/caomei-auth
设计或实现后端 API、服务层、数据库读写、鉴权权限控制、输入校验、事务处理与错误处理时使用。用户提到 API、route、handler、server、auth、permission、drizzle、database、zod、Hono、Nuxt server routes、backend bug 修复时都应触发。
CaoMeiYouRen/caomei-auth
在动手规划、修改、调试或回答复杂项目问题前使用。用于快速扫描项目结构、依赖、约束文档、关键文件和调用链,输出任务相关上下文,而不是直接改代码。用户提到 analyze context、scan repo、understand project、定位实现、找规范、排查调用链时都应触发。
Works with
Categories
审查当前 git 变更、PR、提交范围、技能定义文件、架构调整或安全敏感代码时使用。输出结构化 Review Gate 结论(Pass/Reject)、问题分级(blocker/warning/suggest)、最低验证矩阵、证据链与复查基线。覆盖正确性、安全、架构、SOLID、可删除代码、性能、异常处理与测试风险;默认只输出 review,不直接修改代码。用户提到 review、code…. Code Reviewer is an agent skill from CaoMeiYouRen/caomei-auth.
Code Reviewer fits situations like: tasks that involve Code review; tasks that involve Pull requests; tasks that involve Human-in-the-loop approvals.
Run `npx skills add CaoMeiYouRen/caomei-auth --skill code-reviewer -a claude-code`. Or copy the skill folder (.github/skills/code-reviewer in CaoMeiYouRen/caomei-auth) into .claude/skills/code-reviewer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add CaoMeiYouRen/caomei-auth --skill code-reviewer -a codex`. Or copy the skill folder (.github/skills/code-reviewer in CaoMeiYouRen/caomei-auth) into .agents/skills/code-reviewer 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 CaoMeiYouRen/caomei-auth --skill code-reviewer -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-reviewer, .gemini/skills/code-reviewer, .github/skills/code-reviewer and .opencode/skills/code-reviewer in your project.
Going by SKILL.md and its folder, Code Reviewer needs the command-line tools its instructions call (git).
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 no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Code Reviewer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 6.9k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Code Reviewer: Understand Diff Analysis (Egonex-AI/Understand-Anything, 86k stars), Open Code Review CLI (alibaba/open-code-review, 44k stars), Code Review (flutter/flutter, 179k stars) and PR Review State Fetch (prisma/orm, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
CaoMeiYouRen (a GitHub user) maintains it in CaoMeiYouRen/caomei-auth, which has 220 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 1, 2026.
Source: CaoMeiYouRen/caomei-auth on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.