Skill Testing with Subagents

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Employs test-driven development (TDD) principles to bulletproof process documentation and Claude skills. By subjecting instructions to high-pressure scenarios—incorporating factors like time constraints, sunk costs, and conflicting priorities—it helps developers identify exactly how agents might bypass or rationalize away rules. This methodology ensures that skills are not just theoretically sound but practically resilient, forcing compliance even when agents are tempted to prioritize speed or convenience over quality and discipline.

Características Principales

• Pressure scenario generation combining time, authority, and economic constraints
• 12 GitHub stars
• Verbatim rationalization tracking to identify agent excuses
• Red-Green-Refactor cycle specifically adapted for skill development
• Meta-testing protocols to verify instruction clarity and compliance
• Loophole plugging through explicit negations and red flag lists

Casos de Uso

• Hardening discipline-enforcing skills like TDD or safety protocols against agent shortcuts
• Verifying that complex process documentation remains effective under project pressure
• Identifying and eliminating subtle rationalizations agents use to bypass mandatory workflows