Skip to content

Guide · Agent skill

How to use the Test Suite Audit agent skill (test-audit)

Updated · written with AI from the project's own documentation and checked against our catalogue data

The test-audit skill is an agent skill that teaches an AI coding agent how to review a project's automated tests, find duplicated, meaningless or implementation-coupled ones, and remove only those it can justify. It is for engineers whose CI is slow or costly and for maintainers who suspect a large suite holds low-value coverage. By the end of this guide you will know what the skill does, how to install it, how to ask for an audit, and what it needs before it starts.

Test Suite Auditpaperclipai/paperclip · MIT

Quick start

  1. 1Download the ZIP. Download the test-audit ZIP from this page. You will get the skill folder containing SKILL.md and its supporting files.
  2. 2Unzip into a skills folder. Unzip it into ~/.claude/skills/ for all projects, or into a repository's .claude/skills/ for one project.
  3. 3Or upload it in the Claude apps. In the Claude apps, open Settings → Capabilities → Skills and upload the skill there instead.
  4. 4Prepare the repository. Make sure you have a local copy with its test runner and dependencies installed, and Git access to pin a base revision.
  5. 5Ask for an audit in plain language. Describe the area and goal, for example a focused cleanup of one module to reduce CI time, and state whether you want a targeted sweep or an exhaustive audit.
  6. 6Review the report. Check the removals, keepers, deferred candidates and checks run, then review the diff before anything is merged.

What is an agent skill, and what does test-audit make the agent do?

An agent skill is a folder of instructions that an AI agent loads when a task matches the skill's description. The skill's main file, SKILL.md, tells the agent how to approach the task, and supporting files hold detailed guides.

With test-audit installed, the agent reviews a project's automated test suite for tests that are duplicated, meaningless, or tightly tied to implementation details. Before deleting anything, it must justify each removal by showing that another retained test still catches the same regression. It can also choose to keep tests that remain useful.

The skill follows a structured workflow for two kinds of work: focused cleanups of one area, or larger coordinated audit campaigns across several owners, agents or pull requests. At the end it reports what was removed, what was kept, and why.

  • Inspect: pin the base revision and read candidates, fixtures, production callers, history and CI routing.
  • Plan: mark each item as retain, repair, consolidate, delete or defer.
  • Prove: establish a baseline before treating failures as cleanup candidates.
  • Edit: move unique assertions first, then retire duplicates and unused support.
  • Validate and review: run keepers and affected sibling tests, then reconcile deleted contracts with retained proof.

How do you install the test-audit skill?

Download the test-audit ZIP from this page and unzip it. The skill folder contains SKILL.md and the supporting files listed below. Put the folder in one of these locations, depending on how you want to use it:

For all of your projects, place it in ~/.claude/skills/. For a single project, place it in that project's .claude/skills/ folder so it applies only to that repository.

In the Claude apps, you can instead upload the skill under Settings → Capabilities → Skills.

  • Personal skill: ~/.claude/skills/test-audit/
  • Project skill: .claude/skills/test-audit/ inside the repository
test-audit/ SKILL.md CAMPAIGN.md NOTICE.md agents/openai.yaml references/audit.md references/paperclip.md references/validation.md

How do you trigger the skill with a natural request?

You do not need a special command. Ask the agent in plain language about test audits, test pruning, duplicate coverage, or reducing CI test cost. The skill's description lists these topics, so requests that use them are the most likely to load it.

State the scope in your request. A focused request names one area of the suite. A campaign request names several owners or a whole subsystem and should say whether you want a targeted sweep or an exhaustive audit, because the skill asks you to declare which one it is doing.

  • Audit the tests in the billing module for duplicate coverage and tell me what you would remove.
  • Run a test pruning pass on the API integration tests to reduce CI time, keep anything that guards a distinct failure mode.
  • Start a coordinated test audit campaign across the scheduler, storage and browser suites; report baseline results for each owner.
  • Find redundant tests in this repo, but do not delete anything until you have shown which retained test catches each regression.

What should you expect from an audit?

The skill applies a decision gate to every proposed removal. The agent must name the contract and plausible regression that the assertions cover, identify a retained test that detects the same regression through the responsible production code, check whether the candidate uniquely covers an independent failure mode such as permissions, storage or platform behaviour, and state what improves.

The skill is deliberately conservative. Similarity, size, slowness, or suspected AI authorship alone never justify deletion. Keeping an area after review is a valid outcome, and the agent is told not to create repository documentation unless you explicitly ask for it.

  • Removals and keepers, with the reason for each.
  • Retained or deferred candidates.
  • Checks run, limitations, and distinct cases versus repeated executions.
  • Test and support code versus production lines of code changed.
  • The actual endpoint: findings only, a validated local patch, a published PR, an intermediate merge, or landed in the target branch.

What do you need before running it?

The skill assumes a working environment. Without it, the workflow cannot run or validate tests before any removal, so it will not produce useful deletions.

  • A local copy of the target repository, with its test runner and dependencies installed.
  • Git access, so the agent can pin a base revision and review history.
  • Optional: CI access, so results can be compared against runs on the matching revision.
  • For Paperclip repository contributors: the skill's references/paperclip.md file covers Paperclip-specific commands and conventions, which should be read alongside the repository's own instructions.

What are the safety notes?

According to the skill's listing, test-audit runs no scripts and makes no network requests. Its effects come from the agent reading your repository and editing test files, so review the diff before anything is committed or merged.

The skill says that deletion needs evidence, and that production-seam deletion needs its own caller and contract evidence. Publishing or merging is limited to what your task authorises. Preserve unrelated work in the tree, as the skill instructs.

  • No scripts are run by the skill.
  • No network use is declared.
  • Review each proposed removal before accepting it.
  • Keep audit notes in the task or pull request description rather than in new repository files.

Tips for getting useful results

Start with a focused cleanup on one slow area. You will learn how the agent reasons about your suite before you commit to a larger campaign. Give it time, since the skill needs room to investigate and run baselines.

If you suspect duplicate coverage, say so and ask the agent to show the retained test for each suspected duplicate. Campaign work is easier to review when every batch is a separate pull request.

  • Give the agent a clear time budget and target branch.
  • Ask for baseline results before any edits.
  • Ask for a report that separates measured, estimated and historical cost evidence.

What people use it for

  • Trimming a slow CI lane by removing tests that repeat the same assertion through the same production path, after confirming a retained test covers the regression.
  • Consolidating large table-driven tests that contain equivalent rows, while keeping rows that hit different branches, boundary values or error classes.
  • Running a coordinated campaign across several owners, each batch submitted as its own pull request with baseline results recorded.
  • Pruning tests that are tightly coupled to implementation details so that they survive behaviour-preserving refactors.

Frequently asked questions

Is the test-audit skill free to use?

The skill is published under the MIT licence, and the NOTICE.md file in the skill retains the upstream MIT licence text for the adapted material. The source does not list prices, so check the listing on this page for any other terms.

What do I need to run test-audit?

You need a local copy of the target repository with its test runner and dependencies installed, and Git access to pin a base revision. CI access is optional but lets you compare results with runs on the matching revision.

Where do I install an agent skill?

Unzip the skill into ~/.claude/skills/ for personal use or into a project's .claude/skills/ folder for one repository. In the Claude apps, you can upload it under Settings → Capabilities → Skills.

Does test-audit run scripts or use the network?

According to the skill's listing, it runs no scripts and uses no network. It works by reading your repository and editing test files, so you should still review the diff.

Will it delete tests without checking them?

No. The skill requires evidence for each removal, including a retained test that catches the same regression. It is designed to be conservative, and keeping a test after review is a valid result.

How does it compare with simply deleting duplicate-looking tests?

Simple deletion relies on similarity or size, which the skill explicitly rejects as sole reasons. test-audit requires a regression argument and a validation run for each change, which takes more time but is safer for CI cost reduction.

New agent skills, repos and AI tools — every week

The best new skills and open-source projects, the fastest-growing repos, and one free prompt. Five minutes to read. Unsubscribe anytime.

Our verdict

Use test-audit if your CI is slow or costly and you want a careful, evidence-based review that trims redundant tests without losing regression coverage. Pick something else if you want tests written from scratch, if you need deletions fast without review, or if your team has no working test runner or CI access, since the workflow depends on running tests before any removal.

Download the skill