{"slug":"thomson-li-eda-report","source_name":"thomson-li/eda-report","name":"Thomson Li/Eda Report","description":"Runs a structured exploratory data analysis on a tabular dataset (CSV / Excel / Parquet / DataFrame) and produces a readable EDA report with shape, dtypes, missingness, distributions, correlations, outliers, and target relationships. Use whenever the user hands over a dataset and wants to \"explore\", \"profile\", \"understand\", \"sanity-check\", or \"look at\" it before modeling — even if they don't say the words \"EDA\" or \"exploratory\".","version":1,"lift":{"pass_rate_delta_pts":0,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":6.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T09:51:56.547860+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":0,"with_pass_pct":63.6,"without_pass_pct":63.6,"tokens_delta_pct":6.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T09:51:56.547860+00:00","run_id":"142d691e-554c-44b1-bf47-3d02b47c2f4c","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":"Apache-2.0","install_count":0,"manifest_hash":"f6fc652406c8040cd3b4cfaca116779b6d6fe8a7591762ccbef5c8bdee8222bf","raw_url":"https://app.decimal.ai/s/thomson-li-eda-report/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/thomson-li-eda-report"}