{"slug":"brycewang-stanford-data-analysis","source_name":"brycewang-stanford/data-analysis","name":"Brycewang Stanford/Data Analysis","description":"End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. Make sure to use this skill whenever the user wants to run any empirical analysis, write analysis code, or produce output from data. Triggers include: \"analyze this data\", \"run a regression\", \"write R code for this\", \"write Python code for this\", \"I have a dataset\", \"help me with this regression\", \"run a DiD\", \"run an RDD\", \"event study\", \"IV regression\", \"fit a model\",","version":5,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":14.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T10:16:47.479833+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":81.8,"without_pass_pct":68.2,"tokens_delta_pct":14.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-08T10:16:47.479833+00:00","run_id":"85ac0b19-70fa-4511-95c5-590888676879","version_number":5,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"caution","safety_status":"flagged","intent_verdict":"safe","content_status":"clean","indexable":false},"license":"NOASSERTION","install_count":0,"manifest_hash":"5cb146bb759e176a28f1eab0d9f12934e943b41860abd165bf21553c6e672b0e","raw_url":"https://app.decimal.ai/s/brycewang-stanford-data-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-data-analysis"}