skill-debugging-assistant

Skill activation fails when triggers are missing, ambiguous, or overlap with other descriptions. Diagnose trigger misalignment, analyze prompt interactions, and resolve instruction conflicts to ensure reliable skill activation.

Debug YAML frontmatter by validating structure, verifying token budget limits, and checking progressive disclosure compliance. Analyze packaging structure to identify root causes and apply concrete edits to ensure reliable activation.

Fix false positives by running comprehensive trigger diagnostics to identify overlapping descriptions and misaligned prompts. Apply structured remediation steps and concrete edits to SKILL.md to resolve unnecessary skill activations.

Validate progressive disclosure and token budget limits by analyzing packaging structure and YAML frontmatter compliance. Generate structured recommendations and remediation steps to ensure reference loading adheres to budget constraints.

Diagnose prompt injection and instruction conflicts by analyzing prompt interactions and instruction hierarchy within skills. Surface root causes of misbehavior and apply concrete fixes to references and scripts for secure packaging.

When troubleshooting does not resolve reference loading failures, analyze token budget constraints and progressive disclosure compliance. Review SKILL.md edits and scripts to identify structural limitations and apply remediation guidance.