map-skill-eval
FeaturedEvaluate a /map-* skill's trigger accuracy and cost. Use when asked to measure skill trigger accuracy, run an eval-set, or check token/duration cost via `mapify skill-eval`. Do NOT use to plan or implement; use map-plan or map-efficient.
Install
Quality Score: 93/100
Skill Content
Details
- Author
- azalio
- Repository
- azalio/map-framework
- Created
- 11 months ago
- Last Updated
- today
- Language
- Python
- License
- MIT
Bundled in these plugins
Similar Skills
Semantically similar based on skill content — not just same category
evaluate-skill
Use when you want to behaviorally evaluate a Claude Code skill — measure whether it auto-activates on the prompts it should and stays quiet on near-misses (trigger recall and specificity), whether its output actually satisfies its own discipline (correct-usage), and whether it beats the no-skill baseline (with/without) — producing a scorecard with confidence intervals. Triggers on "evaluate this skill", "test my skill", "does my skill fire", "measure or benchmark skill performance", "is my description triggering", "build an eval for this skill", or running "/evaluate-skill". Claude Code only — it spawns many headless `claude -p` runs, so it is cost-gated; show the plan first. Not for a one-off manual spot-check, for judging a skill's design qualitatively (that is a fresh-eyes panel, not a behavioral eval), or for listing which skills are installed (that is toolkit-awareness).
map-explain
Deep walkthrough of code, a diff, or the whole project — problem, entities, flow, load-bearing-line rationale, side effects, assumptions, breakage. Use when learning unfamiliar code or auditing a diff.
map-review
Interactive 4-section code review using monitor, predictor, and evaluator agents plus the user and maintainer role reviewers on current changes. Use when reviewing a diff, PR, or staged work before merge. Do NOT use to plan or implement; use map-plan or map-efficient.