Validates and bulletproofs Claude skills using a Red-Green-Refactor cycle and high-pressure subagent scenarios.
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.
Key Features
01RED-GREEN-REFACTOR workflow for prompt engineering
02Baseline testing to verify natural model behavior before skill application
03Rationalization tables to identify and neutralize AI excuses
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05High-pressure scenario generation (time, cost, and authority constraints)
06Meta-testing framework for auditing skill clarity and instruction following
Use Cases
01Refining complex multi-step workflow instructions to prevent corner-cutting
02Verifying safety and compliance skills before production deployment
03Hardening internal coding standards like mandatory TDD or linting rules
