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.
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.
SKILL.md written in Japanese; this summary is our English description.
Install PR Review Analysis
$ npx skills add breaking-brake/cc-wf-studio --skill pr-review-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install breaking-brake/cc-wf-studio pr-review-analysis --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/breaking-brake/cc-wf-studio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/pr-review-analysis .claude/skills/pr-review-analysis && 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 "pr-review-analysis" agent skill from https://github.com/breaking-brake/cc-wf-studio/tree/main/.claude/skills/pr-review-analysis into .claude/skills/pr-review-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-review-analysis", 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/breaking-brake/cc-wf-studio/tree/main/.claude/skills/pr-review-analysisType 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 breaking-brake/cc-wf-studio --skill pr-review-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install breaking-brake/cc-wf-studio pr-review-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/breaking-brake/cc-wf-studio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/pr-review-analysis .agents/skills/pr-review-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pr-review-analysis" agent skill from https://github.com/breaking-brake/cc-wf-studio/tree/main/.claude/skills/pr-review-analysis into .agents/skills/pr-review-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-review-analysis", 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 breaking-brake/cc-wf-studio --skill pr-review-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install breaking-brake/cc-wf-studio pr-review-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/breaking-brake/cc-wf-studio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/pr-review-analysis .cursor/skills/pr-review-analysis && 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 "pr-review-analysis" agent skill from https://github.com/breaking-brake/cc-wf-studio/tree/main/.claude/skills/pr-review-analysis into .cursor/skills/pr-review-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-review-analysis", 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/breaking-brake/cc-wf-studio.git --path .claude/skills/pr-review-analysis--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 breaking-brake/cc-wf-studio --skill pr-review-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install breaking-brake/cc-wf-studio pr-review-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/breaking-brake/cc-wf-studio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/pr-review-analysis .gemini/skills/pr-review-analysis && 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 "pr-review-analysis" agent skill from https://github.com/breaking-brake/cc-wf-studio/tree/main/.claude/skills/pr-review-analysis into .gemini/skills/pr-review-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-review-analysis", 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 breaking-brake/cc-wf-studio pr-review-analysisInstalls 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 breaking-brake/cc-wf-studio --skill pr-review-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/breaking-brake/cc-wf-studio.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/pr-review-analysis .github/skills/pr-review-analysis && 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 "pr-review-analysis" agent skill from https://github.com/breaking-brake/cc-wf-studio/tree/main/.claude/skills/pr-review-analysis into .github/skills/pr-review-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-review-analysis", 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 breaking-brake/cc-wf-studio --skill pr-review-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install breaking-brake/cc-wf-studio pr-review-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/breaking-brake/cc-wf-studio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/pr-review-analysis .opencode/skills/pr-review-analysis && 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 "pr-review-analysis" agent skill from https://github.com/breaking-brake/cc-wf-studio/tree/main/.claude/skills/pr-review-analysis into .opencode/skills/pr-review-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pr-review-analysis", 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
pr-review-analysis- GitHub stars
- 5.4k
- Token cost
- ~626 tokens
- SKILL.md length
- 98 words
- Files
- 1
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
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.
- Works in 5 steps: レビューコメントの取得 → 各指摘の検証 → 影響範囲の確認 → …
- Checking whether review feedback on a pull request is actually correct
- SKILL.md covers Workflow and Notes
- Calls gh
What it does
Given a pull request URL, or a repository and number, the agent pulls reviews and inline comments with gh api and collects each comment's claim, file and line. For every comment it reads the referenced code, checks whether the reviewer is technically right, and labels it valid, invalid or partially valid. It also searches for the same pattern elsewhere in the codebase and includes extra occurrences in the report.
The report is written in Japanese with technical terms left as written. Once fixes are done, the agent offers to reply to each comment, and replies are posted only after you approve: a short fixed-in-commit note for valid findings, an explanation of what was and was not addressed for partial ones, and a technical reason for invalid ones. Bot and human reviews are both handled, comments outside the diff are answered in a related inline thread, and severity is inferred from labels or content.
When your agent uses it
- Checking whether review feedback on a pull request is actually correct
- Replying to each review comment after the fixes are pushed
- Finding other places in the code with a pattern a reviewer flagged
Example prompts
- “Analyze the review comments on https://github.com/acme/webapp/pull/7 and tell me which are valid.”
- “Check the CodeRabbit comments on my pull request against the code before I respond.”
- “Reply to each reviewer comment now that the fixes are committed.”
Requirements
- GitHub CLI (gh) with access to the repository
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- レビューコメントの取得
- 各指摘の検証
- 影響範囲の確認
- レポート出力
- レビューコメントへの返信
What it can do on your machine
Read from SKILL.md and the folder at commit a7bf24a. 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
Shell commands in SKILL.md call:
gh
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
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
PR Review Analysis loads about 626 tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 98 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 98 words (~626 tokens).
- name
- pr-review-analysis
Files
Just SKILL.md in .claude/skills/pr-review-analysis of breaking-brake/cc-wf-studio.
Open the folder on GitHubat commit a7bf24a
Compare with similar skills
PR Review Analysis 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 |
|---|---|---|---|---|---|---|
| PR Review Analysis this skillbreaking-brake/cc-wf-studio | 5.4k | — | ~626 | Automated safety check: Pass | Custom licence | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| GitHub Review Iterationprisma/orm | 48k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| PR Review State Fetchprisma/orm | 48k | — | ~767 | Automated safety check: Pass | Apache-2.0 | |
| PR Finalize Reviewmicrosoft/garnet | 12k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Fastlane Pull Request Reviewfastlane/fastlane | 42k | — | ~550 | Automated safety check: Pass | MIT |
Similar skills
- Official
GitHub Review Iteration
prisma/orm
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.
- Official
PR Review State Fetch
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.
- Official
PR Finalize Review
microsoft/garnet
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.
Fastlane Pull Request Review
fastlane/fastlane
Reviews a fastlane pull request against its linked issue and the project guides, separating blocking from non-blocking findings and handling vulnerabilities privately.
Pull Request Babysitter
thedotmack/claude-mem
Keeps watching a pull request, fixing real review and CI problems and resolving stale threads, until it is clean and ready to merge.
More from breaking-brake/cc-wf-studio
All 11 skills in this repoCC Workflow Studio AI Editor
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Creates and edits visual agent workflows in CC Workflow Studio through conversation, with the agent reading and writing the canvas over MCP.
Workflow Schema Tuning
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Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.
Changesets Pull Request to Main
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Opens a pull request to main in a pnpm and Changesets monorepo, after working out which packages changed and making sure a changeset file exists.
PR Merge Branch Cleanup
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Clean up merged feature branches after PR to main is merged. Use when the user says "ブランチ削除", "cleanup", "マージ後の片付け", or wants to delete a merged branch.
ccwf Workflow CLI
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Teaches the agent to use the ccwf command line tool to validate, preview, render, export and run cc-wf-studio workflow JSON files without opening VS Code.
Next Idea Ideation Loop
breaking-brake/cc-wf-studio
Runs one unattended ideation round for cc-wf-studio: orient on plans and issues, invent user-visible improvements, judge them against a value bar and file the winners as locked idea issues.
Related
Works with
Categories
Questions about PR Review Analysis
What does PR Review Analysis do?
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. Given a pull request URL, or a repository and number, the agent pulls reviews and inline comments with gh api and collects each comment's claim, file and line. For every comment it reads the referenced code, checks whether the reviewer is technically right, and labels it valid, invalid or partially valid.
When should I use PR Review Analysis?
PR Review Analysis fits situations like: checking whether review feedback on a pull request is actually correct; replying to each review comment after the fixes are pushed; finding other places in the code with a pattern a reviewer flagged.
How do I install PR Review Analysis in Claude Code?
Run `npx skills add breaking-brake/cc-wf-studio --skill pr-review-analysis -a claude-code`. Or copy the skill folder (.claude/skills/pr-review-analysis in breaking-brake/cc-wf-studio) into .claude/skills/pr-review-analysis in your project. Claude Code loads it when a task matches its description.
How do I install PR Review Analysis in Codex?
Run `npx skills add breaking-brake/cc-wf-studio --skill pr-review-analysis -a codex`. Or copy the skill folder (.claude/skills/pr-review-analysis in breaking-brake/cc-wf-studio) into .agents/skills/pr-review-analysis in your project. Codex loads it when a task matches its description.
Can I use PR Review Analysis 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 breaking-brake/cc-wf-studio --skill pr-review-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pr-review-analysis, .gemini/skills/pr-review-analysis, .github/skills/pr-review-analysis and .opencode/skills/pr-review-analysis in your project.
What does PR Review Analysis need to run?
Going by SKILL.md and its folder, PR Review Analysis needs the command-line tools its instructions call (gh). Our summary lists: GitHub CLI (gh) with access to the repository.
Does PR Review Analysis access the network?
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is PR Review Analysis 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 PR Review Analysis use?
PR Review Analysis has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does PR Review Analysis use?
About 626 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to PR Review Analysis?
Skills that share tags, products or a category with PR Review Analysis: PR Babysitter (openinterpreter/openinterpreter, 69k stars), GitHub Review Iteration (prisma/orm, 48k stars), PR Review State Fetch (prisma/orm, 48k stars) and PR Finalize Review (microsoft/garnet, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains PR Review Analysis?
breaking-brake (a GitHub user) maintains it in breaking-brake/cc-wf-studio, which has 5,394 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 7, 2026.
Source: breaking-brake/cc-wf-studio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.