{"slug":"willoscar-agent-survey-corpus","source_name":"willoscar/agent-survey-corpus","name":"Willoscar/Agent Survey Corpus","description":"Download a small corpus of open-access arXiv survey/review PDFs about agentic systems and extract text for style learning.\n**Trigger**: agent survey corpus, ref corpus, download surveys, 学习综述写法, 下载 survey.\n**Use when**: you want to study how real agent surveys structure sections (6–8 H2), size subsections, and write evidence-backed comparisons.","version":2,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":-17.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T12:19:02.306428+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":86.4,"without_pass_pct":31.8,"tokens_delta_pct":-17.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-20T12:19:02.306428+00:00","run_id":"2bda745b-536c-4b87-b3c8-a091fd35d4ae","version_number":1,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"0a2a3ff83cf39337e38f72997c13d38ba00d9504b063c1cc822dcebb10abd442","raw_url":"https://app.decimal.ai/s/willoscar-agent-survey-corpus/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-agent-survey-corpus"}