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agent-tool-evallisted

Define a minimal evaluation set for agent tool use. Use when measuring if tools or prompts improved, regression after schema changes, or Chinese "tool 评测", "agent 回归", "工具调用评估". Lightweight task packs - not a full ML platform.
Wanbinyu/ai-surface-skills · ★ 1 · AI & Automation · score 70
Install: claude install-skill Wanbinyu/ai-surface-skills
# Agent Tool Eval > If you cannot state pass/fail, you are guessing. ## Overview Define a small pass/fail task pack for tool-use quality. ## Steps 1. Pick 3-10 tasks (natural language goals). 2. For each: allowed tools, expected tool sequence (or set), forbidden tools, success criteria. 3. Define scoring: exact tool name | args constraints | outcome checks. 4. Baseline: run once without change; record. 5. After change: re-run; report pass rate + failures. ## Exit criteria - [ ] Task list (>=3) - [ ] Per-task success criteria - [ ] Forbidden tools noted - [ ] Scoring method - [ ] Baseline or plan to capture baseline ## Anti-patterns - Only vibes ("seems better") - 100 flaky LLM-judge tasks with no structure - Tasks that need prod credentials without sandbox ## Output template ```markdown ## Tool eval pack | id | user goal | expected tools | success | forbidden | |----|-----------|----------------|---------|-----------| ### Scoring - ... ### Results | id | pass/fail | notes | ```