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…/qa-skills/adversarial-audit
home/skills/neonwatty/qa-skills/adversarial-audit
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adversarial-audit

byneonwatty· 18 skills

Stars

22

Forks

1

Category

Security

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TL;DR

Audits SaaS and usage-based web apps for adversarial usage patterns — accidental, opportunistic, and deliberate. Use this when the user says "adversarial audit", "abuse case audit", "idiot-proof this app", "find usage exploits", "business logic audit", or "how could users break this". Explores the codebase to map the economic surface area (pricing tiers, usage limits, free trials, costly resources), then generates abuse cases where user behavior — intentional or not — could break assumptions, bypass limits, amplify costs, or corrupt state. Produces a prioritized markdown report with findings, code locations, and fix recommendations, then optionally verifies findings interactively in a browser.

How to install adversarial-audit?

neonwatty/qa-skills/adversarial-audit
$npx -y skills add neonwatty/qa-skills --skill adversarial-audit

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/neonwatty/qa-skills" --skill "neonwatty/qa-skills/adversarial-audit"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/neonwatty/qa-skills" that are relevant to the current task. Run `npx skills add "https://github.com/neonwatty/qa-skills"` and select the relevant skills, then follow their instructions.

Preview

neonwatty/qa-skillsneonwatty/qa-skills

$ npx -y skills add neonwatty/qa-skills --skill adversarial-audit

▸ installing to .claude/skills…

✓ adversarial-audit ready

Reponeonwatty/qa-skills
TypeSkills
CategorySecurity
ForDeveloperArchitect
UpdatedMay 2026
License—
First seenJul 27, 2026

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Skill

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