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.
Review changes against file-specific toolkit rules. An agent skill from AgiFlow/aicode-toolkit.
$ npx skills add AgiFlow/aicode-toolkit --skill review-changes -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AgiFlow/aicode-toolkit review-changes --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/AgiFlow/aicode-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/aicode-review/skills/review-changes .claude/skills/review-changes && 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-changes" agent skill from https://github.com/AgiFlow/aicode-toolkit/tree/main/plugins/aicode-review/skills/review-changes into .claude/skills/review-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-changes", 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/AgiFlow/aicode-toolkit/tree/main/plugins/aicode-review/skills/review-changesType 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 AgiFlow/aicode-toolkit --skill review-changes -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AgiFlow/aicode-toolkit review-changes --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgiFlow/aicode-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/aicode-review/skills/review-changes .agents/skills/review-changes && 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-changes" agent skill from https://github.com/AgiFlow/aicode-toolkit/tree/main/plugins/aicode-review/skills/review-changes into .agents/skills/review-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-changes", 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 AgiFlow/aicode-toolkit --skill review-changes -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AgiFlow/aicode-toolkit review-changes --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgiFlow/aicode-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/aicode-review/skills/review-changes .cursor/skills/review-changes && 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-changes" agent skill from https://github.com/AgiFlow/aicode-toolkit/tree/main/plugins/aicode-review/skills/review-changes into .cursor/skills/review-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-changes", 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/AgiFlow/aicode-toolkit.git --path plugins/aicode-review/skills/review-changes--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 AgiFlow/aicode-toolkit --skill review-changes -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AgiFlow/aicode-toolkit review-changes --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgiFlow/aicode-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/aicode-review/skills/review-changes .gemini/skills/review-changes && 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-changes" agent skill from https://github.com/AgiFlow/aicode-toolkit/tree/main/plugins/aicode-review/skills/review-changes into .gemini/skills/review-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-changes", 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 AgiFlow/aicode-toolkit review-changesInstalls 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 AgiFlow/aicode-toolkit --skill review-changes -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AgiFlow/aicode-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/aicode-review/skills/review-changes .github/skills/review-changes && 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-changes" agent skill from https://github.com/AgiFlow/aicode-toolkit/tree/main/plugins/aicode-review/skills/review-changes into .github/skills/review-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-changes", 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 AgiFlow/aicode-toolkit --skill review-changes -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AgiFlow/aicode-toolkit review-changes --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgiFlow/aicode-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/aicode-review/skills/review-changes .opencode/skills/review-changes && 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-changes" agent skill from https://github.com/AgiFlow/aicode-toolkit/tree/main/plugins/aicode-review/skills/review-changes into .opencode/skills/review-changes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-changes", 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.
review-changesReview changes against file-specific toolkit rules. An agent skill from AgiFlow/aicode-toolkit.
Review Changes is an agent skill from AgiFlow/aicode-toolkit. Review changes against file-specific toolkit rules. Trigger for code-review and quality-check requests. Do not trigger when the user asks to generate a project or author coding rules.
Its SKILL.md is about 320 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 Code review. The repository describes itself as: Toolkit for Coding Agents to work reliably with repo of any size. The licence is AGPL-3.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit d8debed. 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.
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.
No URLs in SKILL.md.
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.
Review Changes loads about 322 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 147 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 AgiFlow/aicode-toolkit at commit d8debed, republished under its AGPL-3.0 licence (© AgiFlow). 147 words, ~322 tokens.
.claude/skills/review-changes/SKILL.md (or your agent's skills folder).review-code-change with { "file_path": "..." } and inspect its full feedback and returned rules.identified_issues: [] and fix_required: false; those fields are not evidence of compliance. Missing project, template or RULES.yaml likewise means review could not establish compliance.© AgiFlow, 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 plugins/aicode-review/skills/review-changes of AgiFlow/aicode-toolkit.
Open the folder on GitHubat commit d8debed
Review Changes 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 Changes this skillAgiFlow/aicode-toolkit | 161 | — | ~322 | 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.
AgiFlow/aicode-toolkit
Control the user own Chrome browser via Playwriter extension with Playwright code snippets in a stateful local js sandbox via playwriter cli.
AgiFlow/aicode-toolkit
Create or update reusable toolkit boilerplate templates and feature scaffolds.
AgiFlow/aicode-toolkit
Discover and create a new application from a scaffold-mcp boilerplate.
AgiFlow/aicode-toolkit
Add or edit a feature in a toolkit-configured project using scaffold methods and file-specific design patterns.
AgiFlow/aicode-toolkit
Discover existing project themes, supported CSS classes and reusable UI components.
AgiFlow/aicode-toolkit
Set up toolkit templates and project metadata in a consumer workspace.
Categories
Review changes against file-specific toolkit rules. An agent skill from AgiFlow/aicode-toolkit. Review Changes is an agent skill from AgiFlow/aicode-toolkit. Review changes against file-specific toolkit rules.
Review Changes fits situations like: code-review and quality-check requests; the user asks to generate a project; author coding rules.
Run `npx skills add AgiFlow/aicode-toolkit --skill review-changes -a claude-code`. Or copy the skill folder (plugins/aicode-review/skills/review-changes in AgiFlow/aicode-toolkit) into .claude/skills/review-changes in your project. Claude Code loads it when a task matches its description.
Run `npx skills add AgiFlow/aicode-toolkit --skill review-changes -a codex`. Or copy the skill folder (plugins/aicode-review/skills/review-changes in AgiFlow/aicode-toolkit) into .agents/skills/review-changes 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 AgiFlow/aicode-toolkit --skill review-changes -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-changes, .gemini/skills/review-changes, .github/skills/review-changes and .opencode/skills/review-changes in your project.
SKILL.md names no scripts, command-line tools or credentials: Review Changes is instructions for the agent only.
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.
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.
Review Changes 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 322 tokens (SKILL.md is roughly 1.3k 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 Review Changes: 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.
AgiFlow (a GitHub organization) maintains it in AgiFlow/aicode-toolkit, which has 161 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 5, 2026.
Source: AgiFlow/aicode-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.