Code Review
hardness1020/Leeway
Code quality review — identify patterns, anti-patterns, and improvements.
A skill your agent uses when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving.
$ npx skills add johnku2011/boilerplates-with-ai-skills --skill code-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills 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/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/shared/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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/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 johnku2011/boilerplates-with-ai-skills --skill code-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills code-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/shared/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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/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 johnku2011/boilerplates-with-ai-skills --skill code-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills code-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/shared/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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/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/johnku2011/boilerplates-with-ai-skills.git --path shared/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 johnku2011/boilerplates-with-ai-skills --skill code-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills code-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/shared/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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/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 johnku2011/boilerplates-with-ai-skills 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 johnku2011/boilerplates-with-ai-skills --skill code-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/shared/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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/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 johnku2011/boilerplates-with-ai-skills --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 johnku2011/boilerplates-with-ai-skills code-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/shared/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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/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-reviewA skill your agent uses when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving.
Code Review is an agent skill from johnku2011/boilerplates-with-ai-skills. Use when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving.
Its SKILL.md is about 710 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Git working tree or PR diff available
It sits in Development, covering Plain language and style rules, Code review and Pull requests. The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 475dc6a. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepFrom 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.
Git working tree or PR diff available
From compatibility in the SKILL.md frontmatter.
Code Review loads about 708 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 319 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 johnku2011/boilerplates-with-ai-skills at commit 475dc6a, republished under its MIT licence (© johnku2011). 319 words, ~708 tokens.
.claude/skills/code-review/SKILL.md (or your agent's skills folder).Give a focused, constructive review of a change. Separate blocking issues from optional suggestions. Review the work product (diff + tests), not the author's process.
Core principle: Review early, review often — before merge, not after production.
Mandatory:
Valuable:
project-security skill).| Area | Blocking if… |
|---|---|
| Correctness | Wrong logic, missing error handling, race conditions |
| Tests | New behavior untested; tests deleted without replacement |
| Security | Unvalidated input, secrets in code/logs, missing auth |
| API shape | Breaking changes without migration or docs |
| Performance | Obvious N+1, unbounded loops, sync I/O on hot paths |
Use this structure every time:
## Blocking
- [file:line] Issue — concrete fix
## Suggestions
- [file:line] Optional improvement
## Verdict
approve | approve-with-nits | request-changesIf the change adds behavior without a failing test first, that is a blocking issue unless the author documents why (e.g. config-only change). Ask for tests that prove the behavior.
Push back with technical reasoning. Cite failing tests, spec requirements, or security impact. Request clarification when the intent is unclear.
© johnku2011, MIT. 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 shared/skills/code-review of johnku2011/boilerplates-with-ai-skills.
Open the folder on GitHubat commit 475dc6a
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 skilljohnku2011/boilerplates-with-ai-skills | 240 | — | ~708 | Automated safety check: Pass | MIT | |
| Code Reviewhardness1020/Leeway | 115 | — | ~301 | Automated safety check: Pass | MIT | |
| Code Reviewgetsentry/warden | 414 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Code Walkthroughtestdouble/han | 279 | — | ~4.4k | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 85k | 1 repos | ~1.4k | Automated safety check: Pass | MIT |
hardness1020/Leeway
Code quality review — identify patterns, anti-patterns, and improvements.
getsentry/warden
Finds real correctness bugs in code changes. An agent skill from getsentry/warden.
testdouble/han
Walks a person through code changes one step at a time in conversation, starting at the entry point and following the flow that changes, showing a small chunk per step and explaining it in plain…
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
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.
woocommerce/woocommerce
Reviews WooCommerce code changes against the project's standards, flagging backend PHP architecture, naming, documentation, data integrity and testing violations.
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when reviewing security-sensitive code paths — check auth, secrets, input validation, dependency risk, and data exposure before shipping.
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when adding or changing FastAPI routes, dependencies, or tests in this Python service — keep endpoints typed, validated, and covered by pytest.
johnku2011/boilerplates-with-ai-skills
Use before scaffolding a bwai project — runs the full startup-goal workflow then recommends the right boilerplate and outputs the exact bwai new command to run.
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when deploying or configuring this project on Vercel — env vars, build settings, serverless limits, and production checks for Next.js or Express.
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when adding or changing routes, middleware, or error handling in this Express.js API, to keep endpoints consistent, validated, and testable.
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when adding pages, layouts, route handlers, or data fetching in this Next.js App Router project, to follow server-first conventions correctly.
Categories
A skill your agent uses when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving. Code Review is an agent skill from johnku2011/boilerplates-with-ai-skills. Use when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving.
Code Review fits situations like: reviewing a diff; pull request — check correctness; server/client boundaries before approving.
Run `npx skills add johnku2011/boilerplates-with-ai-skills --skill code-review -a claude-code`. Or copy the skill folder (shared/skills/code-review in johnku2011/boilerplates-with-ai-skills) into .claude/skills/code-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add johnku2011/boilerplates-with-ai-skills --skill code-review -a codex`. Or copy the skill folder (shared/skills/code-review in johnku2011/boilerplates-with-ai-skills) 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 johnku2011/boilerplates-with-ai-skills --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.
SKILL.md names no scripts, command-line tools or credentials: Code Review is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep. Compatibility (from SKILL.md): Git working tree or PR diff available.
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.
Code Review is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 708 tokens (SKILL.md is roughly 2.8k 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: Code Review (hardness1020/Leeway, 115 stars), Code Review (getsentry/warden, 414 stars), Code Walkthrough (testdouble/han, 279 stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
johnku2011 (a GitHub user) maintains it in johnku2011/boilerplates-with-ai-skills, which has 240 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on August 24, 2026.
Source: johnku2011/boilerplates-with-ai-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.