{"slug":"wenyuchiou-tool-calling-tutor","source_name":"wenyuchiou/tool-calling-tutor","name":"Wenyuchiou/Tool Calling Tutor","description":"When the user is building a tool-calling agent and gets stuck — \"為什麼 LLM 不呼叫我的 tool\", \"我這 schema 哪裡寫壞\", \"tool 被呼叫但 args 不對\", \"ReAct loop 跑不停\", \"the LLM won't call my tool\", \"help me design a function schema\", \"debug this tool-use behavior\". Walks them through a 4-branch diagnostic + 5-step schema design walkthrough, with references to bad/good schema A/B and SDK-diff cheatsheet. Do NOT use for: pure LangChain / LangGraph / CrewAI framework questions (route to Stage 4 frameworks), MCP server buil","version":1,"lift":{"pass_rate_delta_pts":43.48,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":45.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T09:04:53.101667+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":43.48,"with_pass_pct":91.3,"without_pass_pct":47.8,"tokens_delta_pct":45.6,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-09T09:04:53.101667+00:00","run_id":"045c7e93-75db-4077-8319-f1b510172dbe","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"449f42cb9dfa50991396c965befe69c9d21999508cb1030e96b5c75ed048e313","raw_url":"https://app.decimal.ai/s/wenyuchiou-tool-calling-tutor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wenyuchiou-tool-calling-tutor"}