adversarial-audit
neonwatty/qa-skillsAudits SaaS and usage-based web apps for adversarial usage patterns — accidental, opportunistic, and deliberate. Use this when the user says "adversarial…
Scores out of 100 · grade B
2026-08-15Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score55/100
- Repo pushed 103 days ago.
Adopted
20% of the score19/100
- 24 stars on the source repo.
Documented
15% of the score82/100
- 1,109 words with worked examples.
- Ships 5 bundled files.
Install
npx skills add neonwatty/qa-skills/adversarial-auditWhat it says it does
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.
Also in neonwatty/qa-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| validation-subagentneonwatty/qa-skills | clean | Subagent | 24 stars | 3 months ago | |
| desktop-workflow-to-playwrightneonwatty/qa-skills | clean | Skill | 24 stars | 3 months ago | |
| keyword-wedgeneonwatty/qa-skills | clean | Skill | 24 stars | 3 months ago | |
| mobile-workflow-generatorneonwatty/qa-skills | clean | Skill | 24 stars | 3 months ago | |
| resilience-auditneonwatty/qa-skills | clean | Skill | 24 stars | 3 months ago | |
| trust-builderneonwatty/qa-skills | clean | Skill | 24 stars | 3 months ago |
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| skill-creatoranthropics/skills | No license | Testing & QA | 358,827 installs | today | |
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