{"slug":"brycewang-stanford-identify","source_name":"brycewang-stanford/identify","name":"Brycewang Stanford/Identify","description":"Design or review identification strategy for the sewage-house-prices project. Produces strategy memos with estimand, assumptions, pseudo-code, robustness plan, falsification tests, and referee objection anticipation. This skill should be used when asked to \"design the strategy\", \"identify the effect\", \"write a strategy memo\", or \"think through identification\".","version":1,"lift":{"pass_rate_delta_pts":34.78,"pass_rate_pct":56.5,"total_cases":23,"passed_cases":13,"tokens_delta_pct":81,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T23:01:59.222101+00:00"},"skill_score":0.5652,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":34.78,"with_pass_pct":56.5,"without_pass_pct":21.7,"tokens_delta_pct":81,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":14,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-08T23:01:59.222101+00:00","run_id":"8689ffa8-30ab-4f6d-a540-2da9eedbfd7e","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":"NOASSERTION","install_count":0,"manifest_hash":"e3b0974a05eb07edf9e64fe2a743b8576687eccfdf69042d659cf7dc5c60598a","raw_url":"https://app.decimal.ai/s/brycewang-stanford-identify/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-identify"}