{"slug":"brycewang-stanford-cjms-topic-selection","source_name":"brycewang-stanford/cjms-topic-selection","name":"Brycewang Stanford/Cjms Topic Selection","description":"Use when choosing or vetting a topic for a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — testing fit with the journal's applied-modeling mission, mapping the paper to a column, and screening out sister-journal mismatches. Judges fit only; it does not build the model or write the review.","version":1,"lift":{"pass_rate_delta_pts":54.17,"pass_rate_pct":70.8,"total_cases":24,"passed_cases":17,"tokens_delta_pct":30.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-31T05:51:09.980172+00:00"},"skill_score":0.7083,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.17,"with_pass_pct":70.8,"without_pass_pct":16.7,"tokens_delta_pct":30.4,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":24,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-31T05:51:09.980172+00:00","run_id":"5b04167b-f847-4735-ac7c-6266d57fbe77","latest_attempt":{"id":"5b04167b-f847-4735-ac7c-6266d57fbe77","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-31T05:51:09.980172+00:00","gate":null},"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,"total_uses":0,"total_users":0,"manifest_hash":"3eea994847cb929edf3d8ad6cd256162985c492732c1ddb0df847211a6128826","install_name":"brycewang-stanford-cjms-topic-selection","version_id":"96af0eed-c5fd-4b48-9f68-085017869e74","body_sha256":"3eea994847cb929edf3d8ad6cd256162985c492732c1ddb0df847211a6128826","render_hash":"b60be8490538a862c83d040a9bffbeeb1577ff63cc8016db27ea21f079cbfebf","raw_url":"https://app.decimal.ai/s/brycewang-stanford-cjms-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-cjms-topic-selection"}