{"slug":"paperclipai-pandas-pro","source_name":"paperclipai/pandas-pro","name":"Paperclipai/Pandas Pro","description":"Performs pandas DataFrame operations for data analysis, manipulation, transformation, time series analysis, merging, aggregation, and performance optimization.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":-12.7,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-05T08:57:36.284017+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":100,"without_pass_pct":95.5,"tokens_delta_pct":-12.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-05T08:57:36.284017+00:00","run_id":"dc02f898-3402-46b1-9419-0d6b896077e4","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":null,"install_count":0,"manifest_hash":"93cad98235bff91eb93f893bd1219d65efa8b7e852bbb4adc46e0d823747582e","raw_url":"https://app.decimal.ai/s/paperclipai-pandas-pro/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/paperclipai-pandas-pro"}