aidlc-writing-skills

Documenting a process as an AI agent skill requires writing a SKILL.md file with clear trigger conditions, purpose, and structure, validated through a TDD-like methodology to ensure correct invocation and maintainability.

A trigger condition in SKILL.md process documentation is a clear 'Use when...' statement that defines exactly when an AI agent should invoke the skill, preventing misinvocation and ensuring reliable execution.

You optimize an AI agent skill description for discoverability by following CSO principles, writing effective description fields that clearly communicate the skill's purpose to AI agents during search and selection.

Yes, you can use a TDD-like methodology to validate process documentation before deployment by checking the SKILL.md file against a defined structural checklist to ensure it meets maintainability and trigger standards.

The best way to structure SKILL.md files for AI agent maintainability is to follow a defined template that enforces clear trigger conditions, CSO-optimized descriptions, and passes a pre-deployment validation checklist.

An AI agent skill fails to trigger correctly during invocation if the process documentation lacks clear 'Use when...' trigger conditions or has an ineffective description field that hinders CSO discoverability.