PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
生成面向 code review 任务的中文 prompt。用于审查代码、文档、配置、PR diff、指定 commit 或发布前风险；默认只生成审查任务 prompt，不直接 review，也不直接修改代码。
Install Code Reviewer
$ npx skills add Philip-Cao-9527/code-note-helper --skill code-reviewer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper 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/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .claude/skills && cp -r skills-src/vibe-coding-template/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/Philip-Cao-9527/code-note-helper/tree/main/vibe-coding-template/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/Philip-Cao-9527/code-note-helper/tree/main/vibe-coding-template/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 Philip-Cao-9527/code-note-helper --skill code-reviewer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper code-reviewer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .agents/skills && cp -r skills-src/vibe-coding-template/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/Philip-Cao-9527/code-note-helper/tree/main/vibe-coding-template/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 Philip-Cao-9527/code-note-helper --skill code-reviewer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper code-reviewer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/vibe-coding-template/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/Philip-Cao-9527/code-note-helper/tree/main/vibe-coding-template/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/Philip-Cao-9527/code-note-helper.git --path vibe-coding-template/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 Philip-Cao-9527/code-note-helper --skill code-reviewer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Philip-Cao-9527/code-note-helper code-reviewer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/vibe-coding-template/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/Philip-Cao-9527/code-note-helper/tree/main/vibe-coding-template/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 Philip-Cao-9527/code-note-helper 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 Philip-Cao-9527/code-note-helper --skill code-reviewer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .github/skills && cp -r skills-src/vibe-coding-template/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/Philip-Cao-9527/code-note-helper/tree/main/vibe-coding-template/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 Philip-Cao-9527/code-note-helper --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 Philip-Cao-9527/code-note-helper code-reviewer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Philip-Cao-9527/code-note-helper.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/vibe-coding-template/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/Philip-Cao-9527/code-note-helper/tree/main/vibe-coding-template/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.
Facts
- Skill name
code-reviewer- GitHub stars
- 273
- Token cost
- ~599 tokens
- SKILL.md length
- 168 words
- Files
- 3 (incl. references)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- MIT
At a glance
生成面向 code review 任务的中文 prompt。用于审查代码、文档、配置、PR diff、指定 commit 或发布前风险；默认只生成审查任务 prompt，不直接 review，也不直接修改代码。
- Works in 5 steps: 确认用户要的是生成 code review prompt，不是直接审查或直接改代码。 → 明确审查范围 → 读取目标项目 AGENTS.md、README、测试说明和与审查范围相关的规则。 → …
- Tasks that involve Code review
- SKILL.md covers 技能定位, Skill 交叉引用规则, 使用流程 and 审查重点生成规则, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Code Reviewer is an agent skill from Philip-Cao-9527/code-note-helper. 生成面向 code review 任务的中文 prompt。用于审查代码、文档、配置、PR diff、指定 commit 或发布前风险；默认只生成审查任务 prompt，不直接 review，也不直接修改代码。
Its SKILL.md is about 600 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/review-template.md`).
It sits in Development, covering Code review. The repository describes itself as: 一个专为算法刷题、深度学习和 AI 学习场景打造的浏览器扩展。拒绝机械的复制粘贴，帮你自动化生成高质量复盘笔记、内置遗忘曲线驱动的间隔复习、轻松驾驭超长对话，让刷过的每一道题都成为真正的技术资产！. The licence is MIT.
When your agent uses it
- Tasks that involve Code review
Example prompts
- “/code-reviewer”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 确认用户要的是生成 code review prompt，不是直接审查或直接改代码。
- 明确审查范围
- 读取目标项目 AGENTS.md、README、测试说明和与审查范围相关的规则。
- 读取 references/review-template.md，按项目类型和审查范围裁剪。
- 输出一个完整、连续、可复制的 code review prompt。
What it can do on your machine
Read from SKILL.md and the folder at commit 7421249. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Code Reviewer loads about 599 tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 30 tokens; SKILL.md has 168 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from Philip-Cao-9527/code-note-helper at commit 7421249, republished under its MIT licence (© Philip-Cao-9527). 168 words, ~599 tokens.
Download SKILL.mdSave it as
.claude/skills/code-reviewer/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- code-reviewer
- description
- 生成面向 code review 任务的中文 prompt。用于审查代码、文档、配置、PR diff、指定 commit 或发布前风险；默认只生成审查任务 prompt，不直接 review，也不直接修改代码。
code-reviewer
技能定位
生成 code review prompt。这个 skill 不直接审查当前代码，也不默认修复问题；它的产物是一份可复制给 Codex/Agent 执行的审查 prompt。
如果用户明确要求“直接 review 当前改动”，可以改用普通审查流程而不是本 skill。若用户要求“审查并修复”，最终 prompt 中也要先要求 findings first，再由用户或任务边界决定是否进入修复。
Skill 交叉引用规则
如果生成的 code review prompt 需要指向其他 skill，必须使用 $skill-name 形式引用，例如 $project-prompt-creator 或 $plan-mode-planner。不要只写反引号包裹的 skill 名称，也不要把 skill 名称写成普通说明。
使用流程
- 确认用户要的是生成 code review prompt，不是直接审查或直接改代码。
- 明确审查范围：
- 当前分支 diff、指定 commit、PR diff、用户指定文件或目录。
- 审查目标：发布前风险、行为回归、接口契约、文档一致性、安全隐私、测试缺口等。
- 读取目标项目
AGENTS.md、README、测试说明和与审查范围相关的规则。 - 读取
references/review-template.md，按项目类型和审查范围裁剪。 - 输出一个完整、连续、可复制的 code review prompt。
审查重点生成规则
生成 code review prompt 时，不要提供一份固定风险清单让执行者照单审查。固定清单会把审查范围锁死，容易漏掉当前项目真正重要的风险。
最终 prompt 必须要求执行者先建立本轮“项目化风险地图”，再从风险地图生成审查重点。风险地图至少回答：
- 本次改动可能改变了哪些对用户、调用方、维护者或发布流程的承诺。
- 哪些项目不变量、数据状态、交互边界、运行假设或文档承诺可能被破坏。
- 哪些失败模式最难被发现、最难恢复，或者影响面最大。
- 哪些证据足以证明本轮改动没有破坏关键路径。
- 哪些风险来自
{{项目类型}}、{{审查范围}}、{{高风险领域}}、{{发布审核约束}}、{{用户可见文案要求}}或用户明确边界。
可以给执行者提供“风险维度示例”，但必须明确它们只是启发，不是完整清单，也不能限制审查范围。生成最终 review prompt 时，应把不适用的示例删除，并要求执行者根据真实仓库补充项目专属风险。
输出要求
- 最终 prompt 必须要求审查输出 findings first。
- 默认 code review 只输出审查报告和建议，不直接修改代码。
- 每条 finding 必须包含：严重级别、可跳转 Markdown 相对路径位置、证据、影响、可能的解决方案、验证建议；带行号时统一使用
[文件名](相对路径#L行号)，不要把:行号写进链接目标。 - 每个定位到的问题都要给出可能的解决方案，不能只写“建议修复”。解决方案要说明可行方向、涉及文件、预期影响和需要补充的验证；如果存在多种方案，可以给 1 到 3 个方向，但不要在证据不足时强行拍板。
- 生成的 code review prompt 必须要求审查报告保存为单独 Markdown 文档。用户指定路径时使用用户路径；未指定路径时，要求执行者先根据项目习惯选择合理的
{{报告目录}}，例如项目已有docs/、reports/或类似目录，并在执行前说明路径。报告文件名应体现任务主题和日期，但不能写死当前仓库命名。 - 审查报告至少包含：问题清单、严重程度、可跳转 Markdown 相对路径位置、证据摘要、影响说明、可能的解决方案、建议验证方式、是否阻塞合并 / 发布 / 交付、未覆盖风险或测试缺口；文件链接能定位到行号时必须使用
#L{行号}锚点。 - 问题按严重程度排序。
- 如果没有发现问题，也要生成报告，明确说明未发现阻塞项、已检查范围、剩余风险和测试缺口。
- 不要把 review prompt 写成实现 prompt；除非用户明确要求修复，否则只要求审查报告和建议。
输出包裹规则
- 最终 code review prompt 必须整体放入一个 Markdown 文本块。
- 如果 prompt 内部包含三反引号，外层使用四反引号或更长围栏。
- 输出代码块前最多写一句中文引导；输出代码块后不要追加额外正文。
自检
输出前逐条检查：
- 是否明确本 skill 生成的是 review prompt，不是直接 review。
- 是否写清审查目标、范围、对比基准和不直接修改代码边界。
- 是否把审查重点按项目类型和风险域模板化。
- 是否要求 findings first、严重程度排序和证据链接。
- 是否包含没有发现问题时的输出规则和测试缺口说明。
- 如果 prompt 中交叉引用其他 skill，是否统一使用
$skill-name形式。 - 是否没有把旧项目的权限、发布、版本或测试约束硬写进通用 prompt。
© Philip-Cao-9527, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in vibe-coding-template/skills/code-reviewer of Philip-Cao-9527/code-note-helper.
- SKILL.md
- agents/openai.yaml
- references/review-template.md
Open the folder on GitHubat commit 7421249
Compare with similar skills
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 skillPhilip-Cao-9527/code-note-helper | 273 | — | ~599 | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Backend Code Reviewlangflow-ai/langflow | 155k | — | ~3.5k | Automated safety check: Notes | MIT | |
| Mole Bug Patternstw93/Mole | 70k | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Backend Code Reviewlanggenius/dify | 158k | — | ~676 | Automated safety check: Pass | Custom licence |
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Code Review Checklist
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Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Mole Bug Patterns
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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.
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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.
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Questions about Code Reviewer
What does Code Reviewer do?
生成面向 code review 任务的中文 prompt。用于审查代码、文档、配置、PR diff、指定 commit 或发布前风险；默认只生成审查任务 prompt，不直接 review，也不直接修改代码。. Code Reviewer is an agent skill from Philip-Cao-9527/code-note-helper.
When should I use Code Reviewer?
Code Reviewer fits situations like: tasks that involve Code review.
How do I install Code Reviewer in Claude Code?
Run `npx skills add Philip-Cao-9527/code-note-helper --skill code-reviewer -a claude-code`. Or copy the skill folder (vibe-coding-template/skills/code-reviewer in Philip-Cao-9527/code-note-helper) into .claude/skills/code-reviewer in your project. Claude Code loads it when a task matches its description.
How do I install Code Reviewer in Codex?
Run `npx skills add Philip-Cao-9527/code-note-helper --skill code-reviewer -a codex`. Or copy the skill folder (vibe-coding-template/skills/code-reviewer in Philip-Cao-9527/code-note-helper) into .agents/skills/code-reviewer in your project. Codex loads it when a task matches its description.
Can I use Code Reviewer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Philip-Cao-9527/code-note-helper --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.
What does Code Reviewer need to run?
SKILL.md names no scripts, command-line tools or credentials: Code Reviewer is instructions for the agent only.
Does Code Reviewer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Code Reviewer safe to install?
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.
What licence does Code Reviewer use?
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.
How many tokens does Code Reviewer use?
About 599 tokens (SKILL.md is roughly 2.4k 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 1.7k tokens, read only when the agent opens those files.
What are the alternatives to Code Reviewer?
Skills that share tags, products or a category with Code Reviewer: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Backend Code Review (langflow-ai/langflow, 155k stars) and Mole Bug Patterns (tw93/Mole, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Code Reviewer?
Philip-Cao-9527 (a GitHub user) maintains it in Philip-Cao-9527/code-note-helper, which has 273 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on July 15, 2026.
Source: Philip-Cao-9527/code-note-helper on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.