skill-checker

To validate AI skill triggers, you must check the SKILL.md frontmatter for required fields and generate test queries. This skill automates frontmatter validation and trigger testing to ensure correct activation and environment compatibility.

Skill trigger testing evaluates whether an AI description correctly activates a skill. It works by generating a balanced query set to challenge the skill's boundaries and synthesizing a report on trigger accuracy.

You can test environment dependencies by scanning the agent's available tools and capabilities against the skill's requirements. This skill performs environment scanning to detect mismatches and verify execution compatibility.

Skill validation requires access to the target skill's SKILL.md file. It also relies on the agent's internal validation, map, and scoring tools to evaluate trigger accuracy and synthesize the final check report.

AI skills fail to trigger correctly due to incomplete frontmatter, poor description mapping, or environment mismatches. This skill identifies these specific issues by running an optimization loop and testing balanced query sets.

The best way to optimize an AI skill description is through iterative trigger testing. This skill refines the description by generating test queries, evaluating accuracy, and producing optimization suggestions in a check report.