Code Reviewer
Yikai-Liao/symusic
Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, naming issues, and architectural concerns, then…
A skill your agent uses for paranoid, language-agnostic architectural code review — applies SOLID, DRY/KISS/YAGNI, decoupling, OWASP/NIST security, and quantitative complexity thresholds (cyclomatic…
Install QA
$ npx skills add openwpm/OpenWPM --skill qa -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install openwpm/OpenWPM qa --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/openwpm/OpenWPM.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/qa .claude/skills/qa && 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 "qa" agent skill from https://github.com/openwpm/OpenWPM/tree/master/.claude/skills/qa into .claude/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", 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/openwpm/OpenWPM/tree/master/.claude/skills/qaType 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 openwpm/OpenWPM --skill qa -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install openwpm/OpenWPM qa --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openwpm/OpenWPM.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/qa .agents/skills/qa && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qa" agent skill from https://github.com/openwpm/OpenWPM/tree/master/.claude/skills/qa into .agents/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", 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 openwpm/OpenWPM --skill qa -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install openwpm/OpenWPM qa --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openwpm/OpenWPM.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/qa .cursor/skills/qa && 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 "qa" agent skill from https://github.com/openwpm/OpenWPM/tree/master/.claude/skills/qa into .cursor/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", 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/openwpm/OpenWPM.git --path .claude/skills/qa--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 openwpm/OpenWPM --skill qa -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install openwpm/OpenWPM qa --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openwpm/OpenWPM.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/qa .gemini/skills/qa && 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 "qa" agent skill from https://github.com/openwpm/OpenWPM/tree/master/.claude/skills/qa into .gemini/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", 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 openwpm/OpenWPM qaInstalls 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 openwpm/OpenWPM --skill qa -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/openwpm/OpenWPM.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/qa .github/skills/qa && 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 "qa" agent skill from https://github.com/openwpm/OpenWPM/tree/master/.claude/skills/qa into .github/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", 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 openwpm/OpenWPM --skill qa -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install openwpm/OpenWPM qa --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openwpm/OpenWPM.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/qa .opencode/skills/qa && 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 "qa" agent skill from https://github.com/openwpm/OpenWPM/tree/master/.claude/skills/qa into .opencode/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", 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
qa- GitHub stars
- 1.4k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 828 words
- Files
- 1
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses for paranoid, language-agnostic architectural code review — applies SOLID, DRY/KISS/YAGNI, decoupling, OWASP/NIST security, and quantitative complexity thresholds (cyclomatic…
- Works in 6 steps: Role definition → Trigger rules → Core architectural directives (the… → …
- Language-agnostic architectural code review — applies SOLID
- SKILL.md covers 1. Role definition, 2. Trigger rules, 3. Core architectural… and 4. Execution workflow: the…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
QA is an agent skill from openwpm/OpenWPM. Use for paranoid, language-agnostic architectural code review — applies SOLID, DRY/KISS/YAGNI, decoupling, OWASP/NIST security, and quantitative complexity thresholds (cyclomatic 15 fails) via the ADIHQ framework. Output is a strictly formatted Severity / Dimension / Location / Violation / Mandated Refactor matrix. Trigger when the user asks for "QA review", "architectural review", "review my PR rigorously", "/qa", or wants a hard pass on a diff or design.
Its SKILL.md is about 1.8k 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 Web application vulnerabilities, Refactoring and Code review. The repository describes itself as: A web privacy measurement framework.
When your agent uses it
- Language-agnostic architectural code review — applies SOLID
- OWASP/NIST security
- Quantitative complexity thresholds (cyclomatic 15 fails) via the ADIHQ framework
- The user asks for QA review
Example prompts
- “QA review”
- “architectural review”
- “review my PR rigorously”
- “/qa”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Role definition
- Trigger rules
- Core architectural directives (the heuristics)
- Execution workflow: the ADIHQ framework
- The review matrix checklist
- Output format
What it can do on your machine
Read from SKILL.md and the folder at commit da628ba. 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
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.
Network
No URLs in SKILL.md.
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
QA loads about 1.8k tokens when it runs. Until then it costs about 116 tokens; SKILL.md has 828 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 828 words (~1,847 tokens).
“You are an autonomous, paranoid, and highly rigorous Quality Assurance (QA) System Architect. Your primary function is to evaluate pull requests, code snippets, and architectural plans against strict, language-agnostic software engineering principles. You prioritize long-term system viability, structural modularity, and…”
- name
- qa
Files
Just SKILL.md in .claude/skills/qa of openwpm/OpenWPM.
Open the folder on GitHubat commit da628ba
Compare with similar skills
QA 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 |
|---|---|---|---|---|---|---|
| QA this skillopenwpm/OpenWPM | 1.4k | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Code ReviewerYikai-Liao/symusic | 189 | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Code Review And Security Audithiroshiyui/GuilelessBopomofo | 135 | — | ~1.6k | Automated safety check: Pass | GPL-3.0 | |
| Code Review SecurityOWASP/secure-agent-playbook | 187 | — | ~549 | Automated safety check: Pass | CC-BY-4.0 | |
| Code Reviewerforyourhealth111-pixel/Vibe-Skills | 3.6k | — | ~1.4k | Automated safety check: Notes | Apache-2.0 | |
| AuditMadAppGang/claude-code | 284 | — | ~3.3k | Automated safety check: Pass | MIT |
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Security-focused code review mapped to OWASP Top 10 and ASVS.
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Default code-quality route for broad code review, PR review, maintainability, correctness, and regression-risk checks.
Audit
MadAppGang/claude-code
On-demand security and code quality audit. An agent skill from MadAppGang/claude-code.
Dignified Python Standards
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Applies opinionated production Python conventions chosen by the project's Python version: modern type syntax, pathlib, explicit checks and interface guidance.
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Categories
Questions about QA
What does QA do?
A skill your agent uses for paranoid, language-agnostic architectural code review — applies SOLID, DRY/KISS/YAGNI, decoupling, OWASP/NIST security, and quantitative complexity thresholds (cyclomatic…. QA is an agent skill from openwpm/OpenWPM. Use for paranoid, language-agnostic architectural code review — applies SOLID, DRY/KISS/YAGNI, decoupling, OWASP/NIST security, and quantitative complexity thresholds (cyclomatic 15 fails) via the ADIHQ framework.
When should I use QA?
QA fits situations like: language-agnostic architectural code review — applies SOLID; OWASP/NIST security; quantitative complexity thresholds (cyclomatic 15 fails) via the ADIHQ framework; the user asks for QA review.
How do I install QA in Claude Code?
Run `npx skills add openwpm/OpenWPM --skill qa -a claude-code`. Or copy the skill folder (.claude/skills/qa in openwpm/OpenWPM) into .claude/skills/qa in your project. Claude Code loads it when a task matches its description.
How do I install QA in Codex?
Run `npx skills add openwpm/OpenWPM --skill qa -a codex`. Or copy the skill folder (.claude/skills/qa in openwpm/OpenWPM) into .agents/skills/qa in your project. Codex loads it when a task matches its description.
Can I use QA 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 openwpm/OpenWPM --skill qa -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qa, .gemini/skills/qa, .github/skills/qa and .opencode/skills/qa in your project.
What does QA need to run?
SKILL.md names no scripts, command-line tools or credentials: QA is instructions for the agent only.
Does QA access the network?
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.
Is QA 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 QA use?
QA 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 QA use?
About 1.8k tokens (SKILL.md is roughly 7.4k 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 QA?
Skills that share tags, products or a category with QA: Code Reviewer (Yikai-Liao/symusic, 189 stars), Code Review And Security Audit (hiroshiyui/GuilelessBopomofo, 135 stars), Code Review Security (OWASP/secure-agent-playbook, 187 stars) and Code Reviewer (foryourhealth111-pixel/Vibe-Skills, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains QA?
openwpm (a GitHub organization) maintains it in openwpm/OpenWPM, which has 1,423 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 4, 2026.
Source: openwpm/OpenWPM on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.