Evals and Quality Overview

FastSkill quality work has two complementary tracks:

Case-based evals with fastskill eval to test expected behavior against prompts and rubrics
Portfolio analysis with fastskill analyze to inspect coverage, overlap, clusters, and duplicates across installed skills

Use both. Evals tell you if skills behave correctly. Analysis tells you if your skill set is healthy.

Recommended quality flow

Goal	Command
Validate eval definitions	`fastskill eval validate`
Execute suite	`fastskill eval run --agent <agent> --output-dir <dir>`
Summarize results	`fastskill eval report --run-dir <dir>`
Re-score prior run	`fastskill eval score --run-dir <dir>`
Inspect clusters	`fastskill analyze cluster`
Find near-duplicates	`fastskill analyze duplicates`
Similarity matrix	`fastskill analyze matrix`