Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Scans staged changes for secrets, debug statements, TODOs without references, and other common commit mistakes.
$ npx skills add ash1794/vibe-engineering --skill vibe-pre-commit-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ash1794/vibe-engineering vibe-pre-commit-audit --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/ash1794/vibe-engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-pre-commit-audit .claude/skills/vibe-pre-commit-audit && 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 "vibe-pre-commit-audit" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-pre-commit-audit into .claude/skills/vibe-pre-commit-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-pre-commit-audit", 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/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-pre-commit-auditType 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 ash1794/vibe-engineering --skill vibe-pre-commit-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ash1794/vibe-engineering vibe-pre-commit-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-pre-commit-audit .agents/skills/vibe-pre-commit-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vibe-pre-commit-audit" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-pre-commit-audit into .agents/skills/vibe-pre-commit-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-pre-commit-audit", 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 ash1794/vibe-engineering --skill vibe-pre-commit-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ash1794/vibe-engineering vibe-pre-commit-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-pre-commit-audit .cursor/skills/vibe-pre-commit-audit && 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 "vibe-pre-commit-audit" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-pre-commit-audit into .cursor/skills/vibe-pre-commit-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-pre-commit-audit", 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/ash1794/vibe-engineering.git --path plugins/vibe-engineering/skills/vibe-pre-commit-audit--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 ash1794/vibe-engineering --skill vibe-pre-commit-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ash1794/vibe-engineering vibe-pre-commit-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-pre-commit-audit .gemini/skills/vibe-pre-commit-audit && 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 "vibe-pre-commit-audit" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-pre-commit-audit into .gemini/skills/vibe-pre-commit-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-pre-commit-audit", 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 ash1794/vibe-engineering vibe-pre-commit-auditInstalls 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 ash1794/vibe-engineering --skill vibe-pre-commit-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-pre-commit-audit .github/skills/vibe-pre-commit-audit && 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 "vibe-pre-commit-audit" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-pre-commit-audit into .github/skills/vibe-pre-commit-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-pre-commit-audit", 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 ash1794/vibe-engineering --skill vibe-pre-commit-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ash1794/vibe-engineering vibe-pre-commit-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ash1794/vibe-engineering.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/vibe-engineering/skills/vibe-pre-commit-audit .opencode/skills/vibe-pre-commit-audit && 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 "vibe-pre-commit-audit" agent skill from https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/vibe-pre-commit-audit into .opencode/skills/vibe-pre-commit-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vibe-pre-commit-audit", 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.
vibe-pre-commit-auditScans staged changes for secrets, debug statements, TODOs without references, and other common commit mistakes.
Vibe Pre Commit Audit is an agent skill from ash1794/vibe-engineering. Scans staged changes for secrets, debug statements, TODOs without references, and other common commit mistakes. Use before creating any commit.
Its SKILL.md is about 750 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. The repository describes itself as: 33 engineering discipline skills for Claude Code, OpenAI Codex & Gemini CLI + a CLI for CI/CD enforcement. Extracted from real-world multi-agent system development. Born from… The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 8f1d71b. 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.
Shell commands in SKILL.md call:
gitleaksFrom 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 these keys or tokens, usually read from environment variables:
API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Vibe Pre Commit Audit loads about 753 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 350 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 noted patterns worth knowing about, such as sudo or a known installer.
- `.env` files being stagedAutomated 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 ash1794/vibe-engineering at commit 8f1d71b, republished under its MIT licence (© ash1794). 350 words, ~753 tokens.
.claude/skills/vibe-pre-commit-audit/SKILL.md (or your agent's skills folder).Catch the easy mistakes before they enter history.
vibe-publication-leak-guard)Pattern-matching a diff by eye misses things that a deterministic scanner catches. Before the manual checks:
pre-commit run, lefthook, husky, or a lint/check script. Check .pre-commit-config.yaml, package.json, and the Makefile.gitleaks protect --staged, trufflehog git file://. --since-commit HEAD) or vibe-cli pre-commit from this repo.vibe-cli hook install, or a gitleaks pre-commit hook), then fall back to the manual checks below.Tool findings are blocking. The manual checks cover what the tools don't.
Scan for patterns:
API_KEY=, SECRET=, PASSWORD=, TOKEN=AKIA[0-9A-Z]{16}-----BEGIN.*PRIVATE KEY-----.env files being stagedconsole.log(, fmt.Println(, print(, debugger;// DEBUG, # DEBUG, /* DEBUGlog.Debug in non-debug code pathsTODO without issue number: TODO: fix this (bad)TODO(#123): fix this (good)FIXME, HACK, XXX — flag allt.Skip(, xit(, xdescribe(, @pytest.mark.skip//nolint without justificationStatus: CLEAN / WARNINGS / BLOCKED
Tools run: [e.g., pre-commit run, gitleaks protect --staged, or "none configured"]
| Check | Status | Findings |
|---|---|---|
| Scanner / hooks | ✓/✗/n/a | X findings |
| Secrets | ✓/✗ | X patterns found |
| Debug statements | ✓/✗ | X occurrences |
| TODOs | ✓/◐ | X without references |
| Disabled tests | ✓/✗ | X found |
| Large files | ✓/✗ | X over limit |
| Commented code | ✓/◐ | X blocks |
© ash1794, 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 plugins/vibe-engineering/skills/vibe-pre-commit-audit of ash1794/vibe-engineering.
Open the folder on GitHubat commit 8f1d71b
Vibe Pre Commit Audit 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 |
|---|---|---|---|---|---|---|
| Vibe Pre Commit Audit this skillash1794/vibe-engineering | 163 | — | ~753 | Automated safety check: Notes | MIT | |
| Vercel Composition Patternssupabase/supabase | 111k | 59 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 296k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| 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 |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
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.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
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.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
ash1794/vibe-engineering
Audits tests for concurrency safety — race conditions, shared mock state, cleanup ordering.
ash1794/vibe-engineering
Generates fuzz test scaffolding for parsers handling external input (YAML, JSON, config files, user input).
ash1794/vibe-engineering
Implements snapshot/golden file tests with temporal normalization so tests don't break daily.
ash1794/vibe-engineering
Analyzes large tasks for independent subtasks that can be safely parallelized.
ash1794/vibe-engineering
Strips AI-generation "smell" from prose before it ships (READMEs, docs, release notes, PR descriptions, posts, emails).
ash1794/vibe-engineering
Keeps specification documents and code in agreement. An agent skill from ash1794/vibe-engineering.
Categories
Scans staged changes for secrets, debug statements, TODOs without references, and other common commit mistakes. Vibe Pre Commit Audit is an agent skill from ash1794/vibe-engineering. Scans staged changes for secrets, debug statements, TODOs without references, and other common commit mistakes.
Vibe Pre Commit Audit fits situations like: development work in your project.
Run `npx skills add ash1794/vibe-engineering --skill vibe-pre-commit-audit -a claude-code`. Or copy the skill folder (plugins/vibe-engineering/skills/vibe-pre-commit-audit in ash1794/vibe-engineering) into .claude/skills/vibe-pre-commit-audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ash1794/vibe-engineering --skill vibe-pre-commit-audit -a codex`. Or copy the skill folder (plugins/vibe-engineering/skills/vibe-pre-commit-audit in ash1794/vibe-engineering) into .agents/skills/vibe-pre-commit-audit 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 ash1794/vibe-engineering --skill vibe-pre-commit-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vibe-pre-commit-audit, .gemini/skills/vibe-pre-commit-audit, .github/skills/vibe-pre-commit-audit and .opencode/skills/vibe-pre-commit-audit in your project.
Going by SKILL.md and its folder, Vibe Pre Commit Audit needs the command-line tools its instructions call (gitleaks) and credentials named API_KEY. Our summary lists: A credential in API_KEY.
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 notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Vibe Pre Commit Audit is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 753 tokens (SKILL.md is roughly 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 Vibe Pre Commit Audit: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k 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.
ash1794 (a GitHub user) maintains it in ash1794/vibe-engineering, which has 163 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 7, 2026.
Source: ash1794/vibe-engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.