What does skill-auditor do?
Stability auditor for Claude Skills — finds why your skill drifts, skips steps, or fakes success. 中文文档见 README.zh-CN.md
Stability auditor for Claude Skills — finds why your skill drifts, skips steps, or fakes success. 中文文档见 README.zh-CN.md
The jameswu881102/skill-auditor is a specialized tool designed for developers using Claude Code, Cursor, Codex, or similar AI agent platforms. It acts as a stability auditor, diagnosing common issues with AI skills such as behavioral drift (where the skill's performance degrades over time or across sessions), step skipping (where the agent omits critical steps in a workflow), and fake success (where the agent reports task completion without actually achieving the desired outcome). The skill works by systematically analyzing skill execution logs, comparing actual behavior against expected workflows, and providing actionable insights to improve reliability. It supports integration with existing development workflows and is particularly useful for teams deploying complex, multi-step AI agents in production environments, helping to ensure consistent and trustworthy agent behavior.
npx skills add jameswu881102/skill-auditorInstalled? Explore more Coding & Development skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
Stability auditor for Claude Skills — finds why your skill drifts, skips steps, or fakes success. 中文文档见 README.zh-CN.md
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