writing-skills

Test-driven skill documentation applies the RED-GREEN-REFACTOR cycle by first demonstrating how an agent fails without the skill, writing the skill to prevent that failure, and pressure testing it for compliance.

Prevent AI agents from bypassing documentation under pressure by implementing rationalization countermeasures, explicit rules, and pressure testing to enforce strict discipline and compliance during skill creation.

The best way to structure AI agent compliance rules is through rationalization tables that explicitly address common excuses agents use to bypass documentation, ensuring strict adherence to process under pressure.

You need a test-driven framework for creating agent skills when you require strict adherence to process, high documentation quality, and resistance to agent misuse or rationalization under time pressure.

Yes, you can pressure test AI skills against rationalization before deployment by simulating scenarios where an agent might skip processes under time pressure and verifying the skill explicitly prevents that failure.

Your AI agent skips code review documentation due to rationalization under pressure, which requires explicit countermeasures and a test-driven skill framework to force strict adherence to the process.