Subagent Skill Testing

关于

Subagent Skill Testing brings the rigor of Test-Driven Development (TDD) to AI process documentation and skill creation. By simulating high-pressure scenarios—such as tight deadlines, sunk costs, or conflicting authority—this skill helps developers identify where Claude might rationalize ignoring rules. It guides users through a baseline failure test (RED), drafting targeted skill content (GREEN), and iterating to close logic loopholes (REFACTOR), ensuring that custom skills remain compliant and effective even in complex real-world situations.

主要功能

• RED-GREEN-REFACTOR workflow for prompt engineering
• Baseline testing to verify natural model behavior before skill application
• Rationalization tables to identify and neutralize AI excuses
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• High-pressure scenario generation (time, cost, and authority constraints)
• Meta-testing framework for auditing skill clarity and instruction following

使用场景

• Refining complex multi-step workflow instructions to prevent corner-cutting
• Verifying safety and compliance skills before production deployment
• Hardening internal coding standards like mandatory TDD or linting rules