Agent skill

Adversarial QA

by inkline in inkline/inkline

Repro-first QA for Inkline — minimal .ink.tsx reproductions, the visual-parity and cross-target harnesses, fuzz targets, and how to audit teammates' claims.

No licenceAuto-check passedFrontend & Design

Install Adversarial QA

skills CLI
$ npx skills add inkline/inkline --skill adversarial-qa -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install inkline/inkline adversarial-qa --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/inkline/inkline.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/adversarial-qa .claude/skills/adversarial-qa && rm -rf skills-src

Use ~/.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/

Facts

Skill name
adversarial-qa
GitHub stars
1.5k
Token cost
~1.2k tokens
SKILL.md length
551 words
Files
1
Skills in repo
23
Repo updated
First seen
Licence
None found

At a glance

Repro-first QA for Inkline — minimal .ink.tsx reproductions, the visual-parity and cross-target harnesses, fuzz targets, and how to audit teammates' claims.

  • Works in 4 steps: Reproduce before believing. Compiler bug… → Reduce until every line is load-bearing.… → Bisect when the regression window is… → …
  • Bug verification
  • SKILL.md covers Repro-first protocol, The harnesses you drive, Fuzz / property targets… and Claim audit format (post as…, plus 1 more section
  • Calls pnpm, git and playwright

What it does

Adversarial QA is an agent skill from inkline/inkline. Repro-first QA for Inkline — minimal .ink.tsx reproductions, the visual-parity and cross-target harnesses, fuzz targets, and how to audit teammates' claims. Use for bug verification, regression coverage, and claim audits.

Its SKILL.md is about 1.2k 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 Frontend & Design, covering React components and Fuzzing. The repository describes itself as: Inkline is the intuitive UI Components library that gives you a developer-friendly foundation for building high-quality, accessible, and customizable Vue.js 3 Design Systems.

When your agent uses it

  • Bug verification
  • Regression coverage

Example prompts

  • “/adversarial-qa”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Reproduce before believing. Compiler bug → the smallest .ink.tsx that shows it (+ target list); component bug → story id + framework(s) +…
  2. Reduce until every line is load-bearing. The repro IS the test: a compiler fixture under fixtures/ + scenario assertion, a per-target…
  3. Bisect when the regression window is known (git bisect with the repro script). Rebuild core/compiler dist (vp pack) per step — consumers…
  4. For "fixed" claims: check out the fix, reproduce, THEN attack the edges (below). The bug next to the bug is usually still there.

What it can do on your machine

Read from SKILL.md and the folder at commit f4da55a. 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:

    • pnpm
    • git
    • playwright

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use pnpm and 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

Adversarial QA loads about 1.2k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 551 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

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 551 words (~1,237 tokens).

“Your posture: a claim without a reproduction is a rumor. That applies to bug reports AND to teammates' "fixed"/"faster" claims. Adversarial toward artifacts, never toward teammates — your reports are minimal, actionable, and kind.”

— opening of SKILL.md by inkline
name
adversarial-qa

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/adversarial-qa of inkline/inkline.

Open the folder on GitHubat commit f4da55a

Compare with similar skills

Adversarial 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.

Adversarial QA compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Adversarial QA this skillinkline/inkline1.5k—~1.2kAutomated safety check: PassNone
Unit Testingscaleway/ultraviolet127—~1.7kAutomated safety check: PassApache-2.0
Generate Snapshot Testsgetsentry/sentry46k—~3.3kAutomated safety check: PassCustom licence
Web Artifacts Builderanthropics/skills180k41 repos~769Automated safety check: PassApache-2.0
Tailwindcss Developmentanonaddy/anonaddy4.9k10 repos~865Automated safety check: PassMIT
Core Component Library PatternsChrisWiles/claude-code-showcase6.1k8 repos~1.2kAutomated safety check: PassNone

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Questions about Adversarial QA

What does Adversarial QA do?

Repro-first QA for Inkline — minimal .ink.tsx reproductions, the visual-parity and cross-target harnesses, fuzz targets, and how to audit teammates' claims. Adversarial QA is an agent skill from inkline/inkline.tsx reproductions, the visual-parity and cross-target harnesses, fuzz targets, and how to audit teammates' claims.

When should I use Adversarial QA?

Adversarial QA fits situations like: bug verification; regression coverage.

How do I install Adversarial QA in Claude Code?

Run `npx skills add inkline/inkline --skill adversarial-qa -a claude-code`. Or copy the skill folder (.claude/skills/adversarial-qa in inkline/inkline) into .claude/skills/adversarial-qa in your project. Claude Code loads it when a task matches its description.

How do I install Adversarial QA in Codex?

Run `npx skills add inkline/inkline --skill adversarial-qa -a codex`. Or copy the skill folder (.claude/skills/adversarial-qa in inkline/inkline) into .agents/skills/adversarial-qa in your project. Codex loads it when a task matches its description.

Can I use Adversarial 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 inkline/inkline --skill adversarial-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/adversarial-qa, .gemini/skills/adversarial-qa, .github/skills/adversarial-qa and .opencode/skills/adversarial-qa in your project.

What does Adversarial QA need to run?

Going by SKILL.md and its folder, Adversarial QA needs the command-line tools its instructions call (pnpm, git and playwright).

Does Adversarial QA 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 Adversarial 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 Adversarial QA use?

No licence was found for Adversarial QA or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Adversarial QA use?

About 1.2k tokens (SKILL.md is roughly 4.9k 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 Adversarial QA?

Skills that share tags, products or a category with Adversarial QA: Unit Testing (scaleway/ultraviolet, 127 stars), Generate Snapshot Tests (getsentry/sentry, 46k stars), Web Artifacts Builder (anthropics/skills, 180k stars) and Tailwindcss Development (anonaddy/anonaddy, 4.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Adversarial QA?

inkline (a GitHub organization) maintains it in inkline/inkline, which has 1,469 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on September 11, 2026.

Source: inkline/inkline on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.