{"slug":"brycewang-stanford-cikm-experiments","source_name":"brycewang-stanford/cikm-experiments","name":"Brycewang Stanford/Cikm Experiments","description":"Use when designing or auditing the empirical program of a CIKM paper — matching evidence to the claim's lanes across retrieval, mining, and knowledge-management evaluation cultures, choosing datasets and baselines that survive a blended panel, isolating the boundary mechanism, and meeting applied-track deployment-evidence bars.","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":37.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-31T04:40:06.709340+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":68.2,"without_pass_pct":50,"tokens_delta_pct":37.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-31T04:40:06.709340+00:00","run_id":"4fc66b84-b249-4463-afaf-757c5b3d7587","latest_attempt":{"id":"4fc66b84-b249-4463-afaf-757c5b3d7587","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-31T04:40:06.709340+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":"010c42f7b658f731c20ac33b23cb2ebb36e5046075ce1625285a4777c2fad416","install_name":"brycewang-stanford-cikm-experiments","version_id":"46ecad67-7896-4edd-8991-0d0f8cc60270","body_sha256":"010c42f7b658f731c20ac33b23cb2ebb36e5046075ce1625285a4777c2fad416","render_hash":"e60c6bd9a5dd1c322699f20c7989f70fd5527f503886c57a830ec3022bbfe80b","raw_url":"https://app.decimal.ai/s/brycewang-stanford-cikm-experiments/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-cikm-experiments"}