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.
“[OMX] Run a comprehensive code review”
$ npx skills add yangyuan-zhen/PolyWeather --skill code-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yangyuan-zhen/PolyWeather code-review --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/yangyuan-zhen/PolyWeather.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/code-review .claude/skills/code-review && 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" agent skill from https://github.com/yangyuan-zhen/PolyWeather/tree/main/.codex/skills/code-review into .claude/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/yangyuan-zhen/PolyWeather/tree/main/.codex/skills/code-reviewType 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 yangyuan-zhen/PolyWeather --skill code-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yangyuan-zhen/PolyWeather code-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangyuan-zhen/PolyWeather.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/code-review .agents/skills/code-review && 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" agent skill from https://github.com/yangyuan-zhen/PolyWeather/tree/main/.codex/skills/code-review into .agents/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 yangyuan-zhen/PolyWeather --skill code-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yangyuan-zhen/PolyWeather code-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangyuan-zhen/PolyWeather.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/code-review .cursor/skills/code-review && 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" agent skill from https://github.com/yangyuan-zhen/PolyWeather/tree/main/.codex/skills/code-review into .cursor/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/yangyuan-zhen/PolyWeather.git --path .codex/skills/code-review--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 yangyuan-zhen/PolyWeather --skill code-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yangyuan-zhen/PolyWeather code-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangyuan-zhen/PolyWeather.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/code-review .gemini/skills/code-review && 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" agent skill from https://github.com/yangyuan-zhen/PolyWeather/tree/main/.codex/skills/code-review into .gemini/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 yangyuan-zhen/PolyWeather code-reviewInstalls 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 yangyuan-zhen/PolyWeather --skill code-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yangyuan-zhen/PolyWeather.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/code-review .github/skills/code-review && 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" agent skill from https://github.com/yangyuan-zhen/PolyWeather/tree/main/.codex/skills/code-review into .github/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 yangyuan-zhen/PolyWeather --skill code-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yangyuan-zhen/PolyWeather code-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangyuan-zhen/PolyWeather.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/code-review .opencode/skills/code-review && 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" agent skill from https://github.com/yangyuan-zhen/PolyWeather/tree/main/.codex/skills/code-review into .opencode/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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-reviewCode Review is a skill in yangyuan-zhen/PolyWeather (315 stars). Its SKILL.md is about 3.2k tokens. Licence: AGPL-3.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 43e658b. 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:
gitmakeFrom 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 loads about 3.2k tokens when it runs. Until then it costs about 12 tokens; SKILL.md has 1,163 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 yangyuan-zhen/PolyWeather at commit 43e658b, republished under its AGPL-3.0 licence (© yangyuan-zhen). 1,163 words, ~3,194 tokens.
.claude/skills/code-review/SKILL.md (or your agent's skills folder).Conduct a thorough code review for quality, security, and maintainability with severity-rated feedback.
This skill activates when:
Delegates to the code-reviewer and architect agents in parallel for a two-lane review:
Identify Changes
git diff to find changed filesLaunch Parallel Review Lanes
code-reviewer lane - owns spec compliance, security, code quality, performance, and maintainability findingsarchitect lane - owns the devil's-advocate / design-tradeoff perspectiveindependent review unavailable; do not substitute the current/authoring lane, and do not approve or mark the review merge-ready.Review Categories
Severity Rating
Architectural Status Contract
Specific Recommendations
Final Synthesis
code-reviewer recommendation and the architect status into one final verdictcode-reviewer recommendation is REQUEST CHANGES, final recommendation is REQUEST CHANGEScode-reviewer laneCode-review is a merge-readiness gate and Autopilot child phase, not a standalone tracked mode with a code-review-state.json lifecycle. Keep HUD/current-phase state explicit and minimal:
$code-review activation: rely on the hook-owned skill-active-state.json entry (skill:"code-review", phase:"planning") for HUD visibility; do not create an ad-hoc code-review-state.json.mode:"autopilot" active and set the supervised phase to current_phase:"code-review" / skill-active phase:"code-review"; do not activate a peer workflow over Autopilot.handoff_artifacts.code_review and transition Autopilot to current_phase:"ultraqa" only after durable independent review evidence exists.current_phase:"rework" for implementation-only fixes or current_phase:"ralplan" when requirements/planning must change, and keep the findings as the scoped handoff.Minimal Autopilot phase declaration when the review stage begins:
omx state write --input '{"mode":"autopilot","active":true,"current_phase":"code-review"}' --jsonDo not self-review as a fallback. If the code-reviewer or architect agent path is missing, unavailable, skipped, or fails, emit a clear unavailable-review result and block approval until the independent lane evidence exists.
Respect the user's current model and reasoning/effort selection when launching review lanes. Do not pass model or reasoning_effort overrides in the review-lane task calls unless the user explicitly asks for review-specific overrides; omitting them lets native subagents inherit the active session settings.
task(
agent_type="code-reviewer",
prompt="CODE REVIEW TASK
Review code changes for quality, security, and maintainability.
This is the code/spec/security lane. Do not absorb architectural ownership.
Scope: [git diff or specific files]
Review Checklist:
- Security vulnerabilities (OWASP Top 10)
- Code quality (complexity, duplication)
- Performance issues (N+1, inefficient algorithms)
- Best practices (naming, documentation, error handling)
- Maintainability (coupling, testability)
Output: Code review report with:
- Files reviewed count
- Issues by severity (CRITICAL, HIGH, MEDIUM, LOW)
- Specific file:line locations
- Fix recommendations
- Approval recommendation (APPROVE / REQUEST CHANGES / COMMENT)"
)
task(
agent_type="architect",
prompt="ARCHITECTURE / DEVIL'S-ADVOCATE REVIEW TASK
Review the same code changes from the architecture/tradeoff perspective.
Scope: [git diff or specific files]
Focus:
- System boundaries and interfaces
- Hidden coupling or long-term maintainability risks
- Tradeoff tension the main reviewer might miss
- Strongest counterargument against approving as-is
Output:
- Architectural Status: CLEAR / WATCH / BLOCK
- File:line evidence for each concern
- Concrete tradeoff or design recommendation"
)
Run both lanes in parallel, then synthesize them with the deterministic rules above.The code-reviewer agent SHOULD consult Codex for cross-validation.
code-reviewer and architect lanesPrefer native code-reviewer agent consultation or CLI-backed ask_codex surfaces when available. Optional MCP compatibility ask tools may be used only when already enabled. If optional external consultation tools are unavailable, continue with the required independent code-reviewer and architect lanes; do not replace those lanes with self-review.
Note: Codex calls can take up to 1 hour. Consider the review timeline before consulting.
CODE REVIEW REPORT
==================
Files Reviewed: 8
Total Issues: 12
Architectural Status: WATCH
CRITICAL (0)
-----------
(none)
HIGH (0)
--------
(none)
MEDIUM (7)
----------
1. src/api/auth.ts:42
Issue: Email normalization logic is duplicated instead of reusing the shared helper
Risk: Validation rules can drift between authentication paths
Fix: Route both paths through the shared normalization helper
2. src/components/UserProfile.tsx:89
Issue: Derived permissions are recalculated on every render
Risk: Avoidable work during profile refreshes
Fix: Memoize the derived permissions list or compute it upstream
3. src/utils/validation.ts:15
Issue: Form-layer and server-layer validation messages are defined separately
Risk: User-facing validation guidance can become inconsistent
Fix: Share one validation message helper across both call sites
LOW (5)
-------
...
ARCHITECTURE WATCHLIST
----------------------
- src/review/orchestrator.ts:88
Concern: Review result synthesis relies on implicit ordering rather than an explicit blocker contract
Status: WATCH
Recommendation: Define deterministic merge gating before expanding reviewers
SYNTHESIS
---------
- code-reviewer recommendation: COMMENT
- architect status: WATCH
- final recommendation: COMMENT
RECOMMENDATION: COMMENT
Address any WATCH concerns before treating the change as merge-ready.The code-reviewer lane checks:
The architect lane checks:
CLEAR, WATCH, or BLOCKBLOCK concern cites the reason merge-ready status should be withheldAPPROVE - code-reviewer returns APPROVE, architect status is CLEAR, and both independent lanes returned evidence
REQUEST CHANGES - code-reviewer returns REQUEST CHANGES, architect status is BLOCK, or required independent review delegation is unavailable/skipped/failed
COMMENT - code-reviewer returns COMMENT with architect status CLEAR, architect status is WATCH, or only LOW/MEDIUM improvements remain
Good: The user says continue after the workflow already has a clear next step. Continue the current branch of work instead of restarting or re-asking the same question.
Good: The user changes only the output shape or downstream delivery step (for example make a PR). Preserve earlier non-conflicting workflow constraints and apply the update locally.
Bad: The user says continue, and the workflow restarts discovery or stops before the missing verification/evidence is gathered.
With Team:
/team "review recent auth changes and report findings"Includes coordinated review execution across specialized agents.
With Ralph:
/ralph code-review then fix all issuesOn the explicit Ralph path, review findings should flow into automatic fix follow-up without another permission prompt. Plain code-review itself remains read-only and does not promise auto-fix.
With Ultrawork:
/ultrawork review all files in src/Parallel code review across multiple files.
© yangyuan-zhen, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .codex/skills/code-review of yangyuan-zhen/PolyWeather.
Open the folder on GitHubat commit 43e658b
Code Review 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 this skillyangyuan-zhen/PolyWeather | 315 | — | ~3.2k | Automated safety check: Pass | AGPL-3.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Backend Code Reviewlangflow-ai/langflow | 156k | — | ~3.5k | Automated safety check: Notes | MIT | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Mole Bug Patternstw93/Mole | 70k | — | ~2k | Automated safety check: Pass | GPL-3.0 |
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
langflow-ai/langflow
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
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.
tw93/Mole
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.
langgenius/dify
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.
yangyuan-zhen/PolyWeather
[OMX] Diagnose and fix oh-my-codex installation issues. An agent skill from yangyuan-zhen/PolyWeather.
yangyuan-zhen/PolyWeather
[OMX] Team worker protocol (ACK, mailbox, task lifecycle) for tmux-based OMX teams
yangyuan-zhen/PolyWeather
[OMX] Run an anti-slop cleanup/refactor/deslop workflow. An agent skill from yangyuan-zhen/PolyWeather.
yangyuan-zhen/PolyWeather
[OMX] Run read-only deep repository analysis and return a ranked synthesis with explicit confidence, concrete file references, and clear evidence-vs-inference boundaries.
yangyuan-zhen/PolyWeather
[OMX] Stateful validator-gated research loop with native-hook persistence
yangyuan-zhen/PolyWeather
[OMX] Bounded best-practice research wrapper using official/upstream evidence first
Categories
Run `npx skills add yangyuan-zhen/PolyWeather --skill code-review -a claude-code`. Or copy the skill folder (.codex/skills/code-review in yangyuan-zhen/PolyWeather) into .claude/skills/code-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add yangyuan-zhen/PolyWeather --skill code-review -a codex`. Or copy the skill folder (.codex/skills/code-review in yangyuan-zhen/PolyWeather) into .agents/skills/code-review 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 yangyuan-zhen/PolyWeather --skill code-review -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, .gemini/skills/code-review, .github/skills/code-review and .opencode/skills/code-review in your project.
Going by SKILL.md and its folder, Code Review needs the command-line tools its instructions call (git and make).
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 Review is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.2k tokens (SKILL.md is roughly 13k 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: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Backend Code Review (langflow-ai/langflow, 156k stars) and Understand Diff Analysis (Egonex-AI/Understand-Anything, 86k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
yangyuan-zhen (a GitHub user) maintains it in yangyuan-zhen/PolyWeather, which has 315 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on September 20, 2026.
Source: yangyuan-zhen/PolyWeather on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.