{"slug":"brycewang-stanford-colm-related-work","source_name":"brycewang-stanford/colm-related-work","name":"Brycewang Stanford/Colm Related Work","description":"Use when positioning a COLM paper inside the fastest-moving literature in ML — triaging arXiv-heavy citations, handling concurrent work fairly, citing model and dataset artifacts correctly, distinguishing COLM's three-edition archive from adjacent venues' archives, and keeping self-citation double-blind safe.","version":1,"lift":{"pass_rate_delta_pts":32,"pass_rate_pct":96,"total_cases":25,"passed_cases":24,"tokens_delta_pct":38.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-31T04:39:46.497462+00:00"},"skill_score":0.96,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":32,"with_pass_pct":96,"without_pass_pct":64,"tokens_delta_pct":38.2,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-31T04:39:46.497462+00:00","run_id":"8eb6abf4-2ecb-4f87-ae58-c30d0b28d4ed","latest_attempt":{"id":"8eb6abf4-2ecb-4f87-ae58-c30d0b28d4ed","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-31T04:39:46.497462+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":"ea8348d316e591a423a77ca6d41ece125587d57754cef02e8e4729451b72b671","install_name":"brycewang-stanford-colm-related-work","version_id":"c9258865-556b-476a-afb2-548c5b5e0acd","body_sha256":"ea8348d316e591a423a77ca6d41ece125587d57754cef02e8e4729451b72b671","render_hash":"3365e9a19bfc821ba3cc8d8ec8daebba6bab822b3972d971212c06905d16c9b9","raw_url":"https://app.decimal.ai/s/brycewang-stanford-colm-related-work/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-colm-related-work"}