Project Init
athola/claude-night-market
Scaffolds new projects with git, CI/CD workflows, pre-commit hooks, and build config.
Audit, de-slop, parameterize, modularize, or safely clean up AI-generated or AI-shaped backend/general code.
Install Audit AI Code
$ npx skills add jxnl/personal-monorepo-template --skill audit-ai-code -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-code --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/jxnl/personal-monorepo-template.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/audit-ai-code .claude/skills/audit-ai-code && 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 "audit-ai-code" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-code into .claude/skills/audit-ai-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-code", 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/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-codeType 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 jxnl/personal-monorepo-template --skill audit-ai-code -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-code --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/audit-ai-code .agents/skills/audit-ai-code && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audit-ai-code" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-code into .agents/skills/audit-ai-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-code", 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 jxnl/personal-monorepo-template --skill audit-ai-code -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-code --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/audit-ai-code .cursor/skills/audit-ai-code && 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 "audit-ai-code" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-code into .cursor/skills/audit-ai-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-code", 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/jxnl/personal-monorepo-template.git --path .codex/skills/audit-ai-code--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 jxnl/personal-monorepo-template --skill audit-ai-code -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-code --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/audit-ai-code .gemini/skills/audit-ai-code && 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 "audit-ai-code" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-code into .gemini/skills/audit-ai-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-code", 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 jxnl/personal-monorepo-template audit-ai-codeInstalls 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 jxnl/personal-monorepo-template --skill audit-ai-code -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/audit-ai-code .github/skills/audit-ai-code && 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 "audit-ai-code" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-code into .github/skills/audit-ai-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-code", 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 jxnl/personal-monorepo-template --skill audit-ai-code -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-code --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/audit-ai-code .opencode/skills/audit-ai-code && 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 "audit-ai-code" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-code into .opencode/skills/audit-ai-code/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-code", 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
audit-ai-code- GitHub stars
- 562
- Token cost
- ~1.7k tokens
- SKILL.md length
- 806 words
- Files
- 3 (incl. references)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
Audit, de-slop, parameterize, modularize, or safely clean up AI-generated or AI-shaped backend/general code.
- Works in 9 steps: Find the target scope. → Establish the local idiom. → Collapse duplicate helpers and shadow… → …
- Other implementation diffs that may contain duplicate helpers
- SKILL.md covers Use, Output, Guardrails and Resource
- Calls git
What it does
Audit AI Code is an agent skill from jxnl/personal-monorepo-template. Audit, de-slop, parameterize, modularize, or safely clean up AI-generated or AI-shaped backend/general code. Use for Python, TypeScript, or other implementation diffs that may contain duplicate helpers, fixture hacks, hard-coded test data, over-defensive control flow, broad exception wrappers, config-bag or boolean-mode soup, speculative scaffolding, hallucinated APIs/dependencies, local-idiom drift, brittle tests, or maintainability/safety/performance gaps after a feature, bugfix, prototype, or agent pass.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/sources.md`).
It sits in Development, covering Project scaffolding and Test data and fixtures. It works with Python, TypeScript and Git.
When your agent uses it
- Other implementation diffs that may contain duplicate helpers
- Hard-coded test data
- Over-defensive control flow
- Broad exception wrappers
Example prompts
- “/audit-ai-code”
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Find the target scope.
- Establish the local idiom.
- Collapse duplicate helpers and shadow APIs.
- Improve parameterization and modularity.
- Flatten defensive control flow and exception boundaries.
- Remove generated-code residue.
- Check tests for behavior focus.
- Check safety and runtime basics.
- Verify.
What it can do on your machine
Read from SKILL.md and the folder at commit df86376. 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:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
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.
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
Audit AI Code loads about 1.7k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 132 tokens; SKILL.md has 806 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 806 words (~1,671 tokens).
“Audit or repair implementation code that reads generically AI-generated, overfit, or hard to maintain. Preserve behavior, public APIs, and tests unless the user explicitly asks for a refactor.”
- name
- audit-ai-code
- last_edited
- 2026-06-15
Files
SKILL.md and 2 other files (references) in .codex/skills/audit-ai-code of jxnl/personal-monorepo-template.
- SKILL.md
- agents/openai.yaml
- references/sources.md
Open the folder on GitHubat commit df86376
Compare with similar skills
Audit AI Code 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 |
|---|---|---|---|---|---|---|
| Audit AI Code this skilljxnl/personal-monorepo-template | 562 | — | ~1.7k | Automated safety check: Pass | None | |
| Project Initathola/claude-night-market | 342 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Skyvern Version BumpSkyvern-AI/skyvern | 23k | — | ~1k | Automated safety check: Notes | AGPL-3.0 | |
| Mirage VFS Adapter Authoringstrukto-ai/mirage | 3.7k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Tbdjlevy/strif | 131 | — | ~3.5k | Automated safety check: Pass | MIT |
Similar skills
Code Review Checklist
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.
Skyvern Version Bump
Skyvern-AI/skyvern
Walks through a Skyvern open-source release bump: update the version, rebuild the Python and TypeScript SDKs with Fern, commit, and open a pull request.
Mirage VFS Adapter Authoring
strukto-ai/mirage
Builds or extends a custom Mirage virtual filesystem adapter for an API, database, object store or app data, with a working mount configuration and filesystem tests.
Tbd
jlevy/strif
Git-native issue tracking (beads), coding guidelines, knowledge injection, and spec-driven planning for AI agents.
Conventional Commit Message
lucasvieirasilva/nx-plugins
Writes a Conventional Commits message for staged changes in this repository, matching its commitlint config (@commitlint/config-conventional) and package-name scopes like nx-python / data-migration…
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Questions about Audit AI Code
What does Audit AI Code do?
Audit, de-slop, parameterize, modularize, or safely clean up AI-generated or AI-shaped backend/general code. Audit AI Code is an agent skill from jxnl/personal-monorepo-template. Audit, de-slop, parameterize, modularize, or safely clean up AI-generated or AI-shaped backend/general code.
When should I use Audit AI Code?
Audit AI Code fits situations like: other implementation diffs that may contain duplicate helpers; hard-coded test data; over-defensive control flow; broad exception wrappers.
How do I install Audit AI Code in Claude Code?
Run `npx skills add jxnl/personal-monorepo-template --skill audit-ai-code -a claude-code`. Or copy the skill folder (.codex/skills/audit-ai-code in jxnl/personal-monorepo-template) into .claude/skills/audit-ai-code in your project. Claude Code loads it when a task matches its description.
How do I install Audit AI Code in Codex?
Run `npx skills add jxnl/personal-monorepo-template --skill audit-ai-code -a codex`. Or copy the skill folder (.codex/skills/audit-ai-code in jxnl/personal-monorepo-template) into .agents/skills/audit-ai-code in your project. Codex loads it when a task matches its description.
Can I use Audit AI Code 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 jxnl/personal-monorepo-template --skill audit-ai-code -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-ai-code, .gemini/skills/audit-ai-code, .github/skills/audit-ai-code and .opencode/skills/audit-ai-code in your project.
What does Audit AI Code need to run?
Going by SKILL.md and its folder, Audit AI Code needs the command-line tools its instructions call (git).
Does Audit AI Code access the network?
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.
Is Audit AI Code 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 Audit AI Code use?
No licence was found for Audit AI Code or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Audit AI Code use?
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 453 tokens, read only when the agent opens those files.
What are the alternatives to Audit AI Code?
Skills that share tags, products or a category with Audit AI Code: Project Init (athola/claude-night-market, 342 stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Skyvern Version Bump (Skyvern-AI/skyvern, 23k stars) and Mirage VFS Adapter Authoring (strukto-ai/mirage, 3.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Audit AI Code?
jxnl (a GitHub user) maintains it in jxnl/personal-monorepo-template, which has 562 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on June 22, 2026.
Source: jxnl/personal-monorepo-template on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.