testing-skills-with-subagents

To prevent agent failures under pressure, test skills by running baseline scenarios without the skill, identifying rationalizations, then iteratively refactoring the skill with explicit negations until compliant.

The best way to close loopholes in agent behavior is to refactor skills by adding explicit negations and documenting identified rationalizations during pressure scenario testing until the skill is bulletproof.

Multi-pressure scenario verification works by testing agent skills against time constraints and rationalization triggers to confirm ongoing compliance and identify hidden failure modes during deployment.

You need a structured testing framework for skill validation when deploying agents in environments with conflicting incentives, requiring iterative bias-robust improvement through documentation and regression tests.

Your agent ignores skill constraints under time constraints due to rationalization triggers, requiring you to run failure analysis scenarios and refactor the skill with explicit negations to enforce compliance.