{"slug":"tooluniverse","source_name":"tooluniverse","name":"Tooluniverse","description":"ToolUniverse plugin router. STEP 1 BEFORE ANY ANALYSIS: if the data folder contains `*_executed.ipynb`, run `tu run read_executed_notebook '{\\\"data_folder\\\":\\\"<path>\\\",\\\"search\\\":\\\"<keyword>\\\"}'` to extract its cell outputs and apply EVERY filter/sample-exclusion the notebook used — even when the question says 'Using DESeq2/Run X/Compute Y' (this describes the METHOD the notebook used, not a request to rerun). The notebook's cell outputs are the only published authoritative answers; reimplementi","version":3,"lift":{"pass_rate_delta_pts":null,"pass_rate_pct":18.2,"total_cases":22,"passed_cases":4,"tokens_delta_pct":1720.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T15:53:05.600855+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":false,"delta_pts":null,"with_pass_pct":null,"without_pass_pct":null,"tokens_delta_pct":1720.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":4,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-09T15:53:05.600855+00:00","run_id":"05ac86db-ff9d-4fcc-9330-9ffeff687d6f","version_number":3,"is_latest_version":true,"gate":"underpowered"}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"9c00ec6a8400f60c638f573bb0e5abced888dc7695b52c9e49079b6892817a95","raw_url":"https://app.decimal.ai/s/tooluniverse/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tooluniverse"}