Qiaomu Meta Skill
joeseesun/qiaomu-meta-skill
Research, create, improve, migrate, evaluate, package, install-check, govern, and safely publish qiaomu-flavored agent skills from workflows, prompts, transcripts, docs, SOPs, runbooks, scripts, or…
Review an incoming community PR for waku-agent and present it Sean's way — bilingual (English + 中文), three fixed sections: what they did & why it matters, verdict (merge / change / close), and how…
Install Review PR
$ npx skills add juliepy/AI-Engineer-from-scrach --skill review-pr -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install juliepy/AI-Engineer-from-scrach review-pr --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/juliepy/AI-Engineer-from-scrach.git skills-src && mkdir -p .claude/skills && cp -r skills-src/12-hermes-agent-small/.claude/skills/review-pr .claude/skills/review-pr && 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 "review-pr" agent skill from https://github.com/juliepy/AI-Engineer-from-scrach/tree/main/12-hermes-agent-small/.claude/skills/review-pr into .claude/skills/review-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-pr", 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/juliepy/AI-Engineer-from-scrach/tree/main/12-hermes-agent-small/.claude/skills/review-prType 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 juliepy/AI-Engineer-from-scrach --skill review-pr -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install juliepy/AI-Engineer-from-scrach review-pr --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/juliepy/AI-Engineer-from-scrach.git skills-src && mkdir -p .agents/skills && cp -r skills-src/12-hermes-agent-small/.claude/skills/review-pr .agents/skills/review-pr && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-pr" agent skill from https://github.com/juliepy/AI-Engineer-from-scrach/tree/main/12-hermes-agent-small/.claude/skills/review-pr into .agents/skills/review-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-pr", 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 juliepy/AI-Engineer-from-scrach --skill review-pr -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install juliepy/AI-Engineer-from-scrach review-pr --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/juliepy/AI-Engineer-from-scrach.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/12-hermes-agent-small/.claude/skills/review-pr .cursor/skills/review-pr && 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 "review-pr" agent skill from https://github.com/juliepy/AI-Engineer-from-scrach/tree/main/12-hermes-agent-small/.claude/skills/review-pr into .cursor/skills/review-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-pr", 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/juliepy/AI-Engineer-from-scrach.git --path 12-hermes-agent-small/.claude/skills/review-pr--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 juliepy/AI-Engineer-from-scrach --skill review-pr -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install juliepy/AI-Engineer-from-scrach review-pr --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/juliepy/AI-Engineer-from-scrach.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/12-hermes-agent-small/.claude/skills/review-pr .gemini/skills/review-pr && 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 "review-pr" agent skill from https://github.com/juliepy/AI-Engineer-from-scrach/tree/main/12-hermes-agent-small/.claude/skills/review-pr into .gemini/skills/review-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-pr", 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 juliepy/AI-Engineer-from-scrach review-prInstalls 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 juliepy/AI-Engineer-from-scrach --skill review-pr -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/juliepy/AI-Engineer-from-scrach.git skills-src && mkdir -p .github/skills && cp -r skills-src/12-hermes-agent-small/.claude/skills/review-pr .github/skills/review-pr && 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 "review-pr" agent skill from https://github.com/juliepy/AI-Engineer-from-scrach/tree/main/12-hermes-agent-small/.claude/skills/review-pr into .github/skills/review-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-pr", 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 juliepy/AI-Engineer-from-scrach --skill review-pr -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install juliepy/AI-Engineer-from-scrach review-pr --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/juliepy/AI-Engineer-from-scrach.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/12-hermes-agent-small/.claude/skills/review-pr .opencode/skills/review-pr && 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 "review-pr" agent skill from https://github.com/juliepy/AI-Engineer-from-scrach/tree/main/12-hermes-agent-small/.claude/skills/review-pr into .opencode/skills/review-pr/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-pr", 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
review-pr- GitHub stars
- 441
- Token cost
- ~946 tokens
- SKILL.md length
- 382 words
- Files
- 1
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- None found
At a glance
Review an incoming community PR for waku-agent and present it Sean's way — bilingual (English + 中文), three fixed sections: what they did & why it matters, verdict (merge / change / close), and how…
- Works in 6 steps: Test before you judge. Never review from… → Test it, don't just read it. PR #14… → Run it against real data, not just the… → …
- Sean asks to look at
- SKILL.md covers Non-negotiables, Output format — exactly three… and Tone
- Calls git and gh
What it does
Review PR is an agent skill from juliepy/AI-Engineer-from-scrach. Review an incoming community PR for waku-agent and present it Sean's way — bilingual (English + 中文), three fixed sections: what they did & why it matters, verdict (merge / change / close), and how to see it visually. Use whenever Sean asks to look at, test, triage, or decide on a pull request.
Its SKILL.md is about 950 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Pull requests and Translation.
When your agent uses it
- Sean asks to look at
- Decide on a pull request
Example prompts
- “/review-pr”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Test before you judge. Never review from the diff alone. Check the PR out
- Test it, don't just read it. PR #14 looked correct in review and crashed on
- Run it against real data, not just the PR's own fixtures — that's how the
- Check it against the repo's rules (CLAUDE.md): stdlib + anthropic/openai
- Be honest about depth. If you ran the tests but did not line-by-line audit
- Never merge or close on Sean's behalf unless he says so. Recommend.
What it can do on your machine
Read from SKILL.md and the folder at commit d9e02cb. 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:
gitgh
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git and 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
Review PR loads about 946 tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 382 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:25
ln -sfn <repo>/.env ~/Developer/waku-prs/pr<N>/.env # real keys - NoteMentions a .env fileSKILL.md:29
`set_key`-replaces-your-symlinked-`.env` trap that once left a full copy of
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 382 words (~946 tokens).
“Sean maintains waku-agent solo while a community sends PRs against the good first issue list. He needs to decide fast, without reading diffs, and he reads/repeats these decisions in both English and Chinese (for the channel).”
- name
- review-pr
Files
Just SKILL.md in 12-hermes-agent-small/.claude/skills/review-pr of juliepy/AI-Engineer-from-scrach.
Open the folder on GitHubat commit d9e02cb
Compare with similar skills
Review PR 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 |
|---|---|---|---|---|---|---|
| Review PR this skilljuliepy/AI-Engineer-from-scrach | 441 | — | ~946 | Automated safety check: Notes | None | |
| Qiaomu Meta Skilljoeseesun/qiaomu-meta-skill | 383 | — | ~2.8k | Automated safety check: Pass | MIT | |
| Harness ContributingFairladyZ625/harness-anything | 226 | — | ~4.4k | Automated safety check: Pass | AGPL-3.0 | |
| Review PRintel/auto-round | 1.6k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Docs PR Metadata Guardpingcap/docs | 616 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| OpenDesign Contribution Flownexu-io/open-design | 100k | — | ~3.5k | Automated safety check: Notes | Apache-2.0 |
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FairladyZ625/harness-anything
Contribute a public change to Harness Anything from a GitHub issue through an isolated worktree, scoped tests, manifest-selected gates, a complete bilingual PR body, review triage, and maintainer…
- Official
Review PR
intel/auto-round
Review or prepare a pull request for the AutoRound repository — checks registration points for new data types/backends/VLMs, validates Chinese translation parity for modified markdown files…
Docs PR Metadata Guard
pingcap/docs
A skill your agent uses when creating or editing pull requests in pingcap/docs so the PR template sections, version checkboxes, related-link fields, HTML comments, and description structure stay…
OpenDesign Contribution Flow
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Helps newcomers contribute to OpenDesign: ship a skill or design system, translate docs, fix docs or report a bug, ending in a pull request or issue.
Finishing a Development Branch
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
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PR Worktree
juliepy/AI-Engineer-from-scrach
Create and tear down the throwaway git worktrees used to test community PRs for waku-agent, without leaking API keys or leaving branches behind.
Implement
juliepy/AI-Engineer-from-scrach
Read a plan file, execute every task in dependency order with per-task validation, then write an implementation report to reports/<feature-slug-implementation-report.md.
Plan
juliepy/AI-Engineer-from-scrach
Analyze a ticket or feature description, read the codebase, identify risks, and write a context-rich implementation plan to plans/<feature-slug-plan.md.
Validate
juliepy/AI-Engineer-from-scrach
Run the full quality gate (ruff + mypy + pytest + tsc + vitest) and report PASS/FAIL for each command.
Implement
juliepy/AI-Engineer-from-scrach
读取计划文件，按依赖顺序执行每个任务并做任务级验证，最后写实现报告到 reports/<feature-implementation-report.md。
Related
Categories
Questions about Review PR
What does Review PR do?
Review an incoming community PR for waku-agent and present it Sean's way — bilingual (English + 中文), three fixed sections: what they did & why it matters, verdict (merge / change / close), and how…. Review PR is an agent skill from juliepy/AI-Engineer-from-scrach. Review an incoming community PR for waku-agent and present it Sean's way — bilingual (English + 中文), three fixed sections: what they did & why it matters, verdict (merge / change / close), and how to see it visually.
When should I use Review PR?
Review PR fits situations like: sean asks to look at; decide on a pull request.
How do I install Review PR in Claude Code?
Run `npx skills add juliepy/AI-Engineer-from-scrach --skill review-pr -a claude-code`. Or copy the skill folder (12-hermes-agent-small/.claude/skills/review-pr in juliepy/AI-Engineer-from-scrach) into .claude/skills/review-pr in your project. Claude Code loads it when a task matches its description.
How do I install Review PR in Codex?
Run `npx skills add juliepy/AI-Engineer-from-scrach --skill review-pr -a codex`. Or copy the skill folder (12-hermes-agent-small/.claude/skills/review-pr in juliepy/AI-Engineer-from-scrach) into .agents/skills/review-pr in your project. Codex loads it when a task matches its description.
Can I use Review PR 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 juliepy/AI-Engineer-from-scrach --skill review-pr -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-pr, .gemini/skills/review-pr, .github/skills/review-pr and .opencode/skills/review-pr in your project.
What does Review PR need to run?
Going by SKILL.md and its folder, Review PR needs the command-line tools its instructions call (git and gh). Our summary lists: Python 3.
Does Review PR access the network?
SKILL.md contains no URLs. Its commands use git and gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Review PR safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Review PR use?
No licence was found for Review PR or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Review PR use?
About 946 tokens (SKILL.md is roughly 3.8k 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 Review PR?
Skills that share tags, products or a category with Review PR: Qiaomu Meta Skill (joeseesun/qiaomu-meta-skill, 383 stars), Harness Contributing (FairladyZ625/harness-anything, 226 stars), Review PR (intel/auto-round, 1.6k stars) and Docs PR Metadata Guard (pingcap/docs, 616 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review PR?
juliepy (a GitHub user) maintains it in juliepy/AI-Engineer-from-scrach, which has 441 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 6, 2026.
Source: juliepy/AI-Engineer-from-scrach on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.