skill-optimizer

Agent skills undertrigger when their descriptions lack critical trigger keywords and clear workflow markers. A diagnostic audit evaluates skill descriptions against search optimization metrics and session data to identify these exact quality gaps.

Auditing agent skills involves analyzing skill files and session transcripts to evaluate descriptions across 8 dimensions including trigger rates and workflow completion. This multi-dimensional diagnostic reporting identifies undertriggering issues and execution bottlenecks.

Agent search optimization, or CSO, improves skill selection rates by providing evidence-based suggestions to enhance skill descriptions. It analyzes session data to ensure descriptions follow progressive disclosure best practices and include necessary trigger keywords.

Yes, accessing session transcripts is required to perform a multi-dimensional diagnostic report. The audit needs both session transcripts and skill directory paths to evaluate user reaction, trigger rates, and workflow completion accurately.

Yes, you can run the optimizer to scan all installed skills within the specified directory paths. It generates a prioritized diagnostic report highlighting which skills require immediate description improvements for peak performance.

Description audits focus solely on improving trigger accuracy and search optimization metrics within skill files. They do not resolve underlying execution logic errors or external dependency failures that may also cause workflow completion issues.