writing-skills

You validate skill documentation by applying baseline-plus-pressure verification with subagents to test instructions against realistic scenarios. This process designs and verifies skill triggers, operational guidance, and frontmatter to prevent agent drift and missed edge cases before deployment.

Agent drift and ignored instructions often stem from vague skill descriptions or missing trigger-focused guidance. Diagnosing discovery problems requires tightening operational bodies and pressure-testing skill instructions with subagents to ensure agents comply under realistic deployment conditions.

The best way to structure skill authoring is by ensuring clear frontmatter, concise operational guidance, and trigger-focused descriptions. This structure shapes reliable agent behavior by reducing ambiguity and providing precise instructions for the agent to follow during execution.

Yes, you can apply red-green-refactor testing principles to prompt design by using subagent testing workflows. This approach pressure-tests skill instructions with baseline scenarios, observes failures, and refines the documentation iteratively until the agent behavior meets deployment standards.

You pressure-test skill instructions by running subagents against realistic pressure scenarios and refining the skill based on observed failures. This verification workflow diagnoses discovery problems, tightens vague instructions, and validates that agents handle edge cases reliably before deployment.

No specific dependencies are required to start editing and validating existing skills. The process relies on clear frontmatter, concise operational guidance, and baseline-plus-pressure verification with subagents to shape trigger-focused descriptions and ensure reliable agent behavior before deployment.