{"slug":"willoscar-taxonomy-builder","source_name":"willoscar/taxonomy-builder","name":"Willoscar/Taxonomy Builder","description":"Build a 2+ level taxonomy (`outline/taxonomy.yml`) from a core paper set and scope constraints, with short descriptions per node.\n**Trigger**: taxonomy, taxonomy builder, 分类, 主题树, taxonomy.yml.\n**Use when**: survey/snapshot 的结构阶段（NO PROSE），已有 `papers/core_set.csv`，需要生成可映射且读者友好的主题结构。\n**Skip if**: 已经有批准过且可映射的 taxonomy（不要无意义重构）。\n**Network**: none.\n**Guardrail**: 避免泛化占位桶；保持 2+ 层且每节点有具体描述。","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":-3.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T12:39:18.388543+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":86.4,"without_pass_pct":36.4,"tokens_delta_pct":-3.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T12:39:18.388543+00:00","run_id":"fc1e5ace-d6ab-4624-a62e-bce22fe8a0ba","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":null,"install_count":0,"manifest_hash":"f410ed9766e48b38d8d8dabe4cdce6ec7576a6be2891e2f0978241ac3e90ba52","raw_url":"https://app.decimal.ai/s/willoscar-taxonomy-builder/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-taxonomy-builder"}