{"slug":"willoscar-survey-seed-harvest","source_name":"willoscar/survey-seed-harvest","name":"Willoscar/Survey Seed Harvest","description":"Identify survey/review papers in a retrieved set and extract taxonomy seeds into `outline/taxonomy.yml` (topics/subtopics/terminology).\n**Trigger**: survey seed harvest, taxonomy seeds, 从 survey 提 taxonomy, bootstrap taxonomy.\n**Use when**: retrieval/dedup 后想快速从已有 survey/review 论文中提取术语与主题结构，用于加速 `taxonomy-builder`。","version":1,"lift":{"pass_rate_delta_pts":36,"pass_rate_pct":88,"total_cases":25,"passed_cases":22,"tokens_delta_pct":-27.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T08:55:30.038115+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36,"with_pass_pct":88,"without_pass_pct":52,"tokens_delta_pct":-27.1,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-20T08:55:30.038115+00:00","run_id":"a7bbaad0-c313-4ebf-a071-7824dfd6b6b6","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":"47f8d787db4580b4844033f1d0c439ae56af42c66a1796b6ddfaa6ba959d5125","raw_url":"https://app.decimal.ai/s/willoscar-survey-seed-harvest/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-survey-seed-harvest"}