Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
A skill your agent uses when auditing HARNESS.md, pre-commit hooks, pre-push hooks, architecture gates, or CI workflows for tunacode-cli.
MITAuto-check passed
Install Audit Harness
$ npx skills add alchemiststudiosDOTai/tunacode --skill audit-harness -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alchemiststudiosDOTai/tunacode audit-harness --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/alchemiststudiosDOTai/tunacode.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/skills/audit-harness .claude/skills/audit-harness && 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-harness" agent skill from https://github.com/alchemiststudiosDOTai/tunacode/tree/master/docs/skills/audit-harness into .claude/skills/audit-harness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-harness", 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/alchemiststudiosDOTai/tunacode/tree/master/docs/skills/audit-harnessType 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 alchemiststudiosDOTai/tunacode --skill audit-harness -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alchemiststudiosDOTai/tunacode audit-harness --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/tunacode.git skills-src && mkdir -p .agents/skills && cp -r skills-src/docs/skills/audit-harness .agents/skills/audit-harness && 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-harness" agent skill from https://github.com/alchemiststudiosDOTai/tunacode/tree/master/docs/skills/audit-harness into .agents/skills/audit-harness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-harness", 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 alchemiststudiosDOTai/tunacode --skill audit-harness -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alchemiststudiosDOTai/tunacode audit-harness --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/tunacode.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/docs/skills/audit-harness .cursor/skills/audit-harness && 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-harness" agent skill from https://github.com/alchemiststudiosDOTai/tunacode/tree/master/docs/skills/audit-harness into .cursor/skills/audit-harness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-harness", 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/alchemiststudiosDOTai/tunacode.git --path docs/skills/audit-harness--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 alchemiststudiosDOTai/tunacode --skill audit-harness -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alchemiststudiosDOTai/tunacode audit-harness --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/tunacode.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/docs/skills/audit-harness .gemini/skills/audit-harness && 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-harness" agent skill from https://github.com/alchemiststudiosDOTai/tunacode/tree/master/docs/skills/audit-harness into .gemini/skills/audit-harness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-harness", 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 alchemiststudiosDOTai/tunacode audit-harnessInstalls 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 alchemiststudiosDOTai/tunacode --skill audit-harness -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/tunacode.git skills-src && mkdir -p .github/skills && cp -r skills-src/docs/skills/audit-harness .github/skills/audit-harness && 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-harness" agent skill from https://github.com/alchemiststudiosDOTai/tunacode/tree/master/docs/skills/audit-harness into .github/skills/audit-harness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-harness", 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 alchemiststudiosDOTai/tunacode --skill audit-harness -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alchemiststudiosDOTai/tunacode audit-harness --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/tunacode.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/docs/skills/audit-harness .opencode/skills/audit-harness && 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-harness" agent skill from https://github.com/alchemiststudiosDOTai/tunacode/tree/master/docs/skills/audit-harness into .opencode/skills/audit-harness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-harness", 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-harness- GitHub stars
- 125
- Token cost
- ~769 tokens
- SKILL.md length
- 318 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when auditing HARNESS.md, pre-commit hooks, pre-push hooks, architecture gates, or CI workflows for tunacode-cli.
- Works in 8 steps: HARNESS.md → .pre-commit-config.yaml → Makefile → …
- Auditing HARNESS.md
- SKILL.md covers Trigger, Hard Rules, Source Of Truth Order and Manual Audit Procedure, plus 1 more section
- Calls uv and make
What it does
Audit Harness is an agent skill from alchemiststudiosDOTai/tunacode. Use when auditing HARNESS.md, pre-commit hooks, pre-push hooks, architecture gates, or CI workflows for tunacode-cli. This skill treats any mismatch, skipped gate, or failing check as a critical failure and requires manual one-by-one execution rather than make targets, batch wrappers, or summary-only audits.
Its SKILL.md is about 770 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with OpenAI. The repository describes itself as: 🍣 TunaCode AI CLI coding agent with safe git branches, rich tools & multi-LLM support. The licence is MIT.
When your agent uses it
- Auditing HARNESS.md
- Pre-commit hooks
- Architecture gates
- CI workflows for tunacode-cli
Example prompts
- “/audit-harness”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- HARNESS.md
- .pre-commit-config.yaml
- Makefile
- tests/test_dependency_layers.py
- scripts/grimp_layers_report.py
- .github/workflows/*.yml
- docs/git/practices.md
- AGENTS.md
What it can do on your machine
Read from SKILL.md and the folder at commit 1b39d1f. 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:
uvmake
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, 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 Harness loads about 769 tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 318 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
The full file from alchemiststudiosDOTai/tunacode at commit 1b39d1f, republished under its MIT licence (© alchemiststudiosDOTai). 318 words, ~769 tokens.
Download SKILL.mdSave it as
.claude/skills/audit-harness/SKILL.md (or your agent's skills folder).- name
- audit-harness
- description
- Use when auditing HARNESS.md, pre-commit hooks, pre-push hooks, architecture gates, or CI workflows for tunacode-cli. This skill treats any mismatch, skipped gate, or failing check as a critical failure and requires manual one-by-one execution rather than make targets, batch wrappers, or summary-only audits.
- when_to_read
- Auditing HARNESS.md, Verifying harness accuracy, Running pre-commit or pre-push hooks manually
- summary
- Strict procedure for auditing harness, hook, and CI enforcement in tunacode-cli.
- last_updated
- 2026-04-04
Audit Harness
HARNESS.md is mission-critical. Audit it with zero tolerance.
Trigger
Use this skill when the user asks to:
- audit
HARNESS.md - verify harness accuracy
- run pre-commit or pre-push hooks manually
- confirm architecture or CI gates
- explain what actually enforces the harness
Hard Rules
- Treat any mismatch, omission, skipped gate, auto-fix, or failing check as a critical failure.
- Never describe results as "mostly passing", "just one failure", or equivalent minimization.
- State the exact failure first.
- Explain the finding before changing code or docs.
- Do not proceed with a fix until the user tells you to proceed.
- During harness audits, never use
make check,scripts/run_gates.py, or any loop/script wrapper as the primary audit path. - Run checks manually, one by one, in the same order they appear in the source-of-truth config.
- If a hook modifies files, report the exact files immediately.
- Do not revert hook changes unless the user explicitly asks.
Source Of Truth Order
Read these first:
HARNESS.md.pre-commit-config.yamlMakefiletests/test_dependency_layers.pyscripts/grimp_layers_report.py.github/workflows/*.ymldocs/git/practices.mdAGENTS.md
Manual Audit Procedure
Pre-commit
- Enumerate the active pre-commit hooks from
.pre-commit-config.yaml. - Start at the top.
- Run each hook manually:
uv run pre-commit run <hook-id> --all-files- After each hook:
state
Passed,Failed,Skipped, orModified files. - If a hook fails, stop and explain why before proposing a fix.
Pre-push
- Enumerate the active pre-push hooks from
.pre-commit-config.yaml. - Run each one manually, one by one:
uv run pre-commit run <hook-id> --hook-stage pre-push --all-files- Treat any failure as critical.
Architecture
tests/test_dependency_layers.pyis the source of truth forgrimpenforcement.scripts/grimp_layers_report.pyis report generation only.scripts/run_gates.pyis supplemental only and not canonical.
CI/CD
For each workflow, label it clearly as one of:
- local source of truth
- local supplemental check
- CI enforcement
- CI artifact generation
- CI report / issue automation
If wording in HARNESS.md hides an important behavior, call that a critical documentation failure.
Response Style
- Be short.
- Be exact.
- One failure is a critical failure.
- Do not soften language.
© alchemiststudiosDOTai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in docs/skills/audit-harness of alchemiststudiosDOTai/tunacode.
Open the folder on GitHubat commit 1b39d1f
Compare with similar skills
Audit Harness 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 Harness this skillalchemiststudiosDOTai/tunacode | 125 | — | ~769 | Automated safety check: Pass | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| AI SDKvercel-labs/ai-facts | 168 | 21 repos | ~1.2k | Automated safety check: Pass | None | |
| AI Image Generation and Editingzhayujie/CowAgent | 47k | — | ~1.3k | Automated safety check: Pass | MIT | |
| ModLens Image Vision Bridgeliustack/modlens | 4.2k | 1 repos | ~1.3k | Automated safety check: Notes | MIT | |
| PR Design DocOpenHands/OpenHands | 90k | — | ~2.4k | Automated safety check: Pass | MIT |
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Questions about Audit Harness
What does Audit Harness do?
A skill your agent uses when auditing HARNESS.md, pre-commit hooks, pre-push hooks, architecture gates, or CI workflows for tunacode-cli. Audit Harness is an agent skill from alchemiststudiosDOTai/tunacode.md, pre-commit hooks, pre-push hooks, architecture gates, or CI workflows for tunacode-cli.
When should I use Audit Harness?
Audit Harness fits situations like: auditing HARNESS.md; pre-commit hooks; architecture gates; CI workflows for tunacode-cli.
How do I install Audit Harness in Claude Code?
Run `npx skills add alchemiststudiosDOTai/tunacode --skill audit-harness -a claude-code`. Or copy the skill folder (docs/skills/audit-harness in alchemiststudiosDOTai/tunacode) into .claude/skills/audit-harness in your project. Claude Code loads it when a task matches its description.
How do I install Audit Harness in Codex?
Run `npx skills add alchemiststudiosDOTai/tunacode --skill audit-harness -a codex`. Or copy the skill folder (docs/skills/audit-harness in alchemiststudiosDOTai/tunacode) into .agents/skills/audit-harness in your project. Codex loads it when a task matches its description.
Can I use Audit Harness 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 alchemiststudiosDOTai/tunacode --skill audit-harness -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-harness, .gemini/skills/audit-harness, .github/skills/audit-harness and .opencode/skills/audit-harness in your project.
What does Audit Harness need to run?
Going by SKILL.md and its folder, Audit Harness needs the command-line tools its instructions call (uv and make).
Does Audit Harness access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Audit Harness 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 Harness use?
Audit Harness is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Audit Harness use?
About 769 tokens (SKILL.md is roughly 3.1k 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 Audit Harness?
Skills that share tags, products or a category with Audit Harness: Geo Fundamentals (wasp-lang/wasp, 19k stars), AI SDK (vercel-labs/ai-facts, 168 stars), AI Image Generation and Editing (zhayujie/CowAgent, 47k stars) and ModLens Image Vision Bridge (liustack/modlens, 4.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Audit Harness?
alchemiststudiosDOTai (a GitHub organization) maintains it in alchemiststudiosDOTai/tunacode, which has 125 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 5, 2026.
Source: alchemiststudiosDOTai/tunacode on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.