{"slug":"tooluniverse-data-wrangling","source_name":"tooluniverse-data-wrangling","name":"Tooluniverse Data Wrangling","description":"Universal data access patterns for downloading and parsing scientific data when ToolUniverse tools don't cover the source, only return metadata, or you need bulk records. Use for VCF/h5ad/BAM/SDF/GCT parsing, multi-step API workflows (search to filter to download to parse), thousands of records at once, or sources with no dedicated tool. Write Python code via Bash for every step.","version":1,"lift":{"pass_rate_delta_pts":8.7,"pass_rate_pct":17.4,"total_cases":23,"passed_cases":4,"tokens_delta_pct":258,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T22:03:01.176897+00:00"},"skill_score":0.1739,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":8.7,"with_pass_pct":17.4,"without_pass_pct":8.7,"tokens_delta_pct":258,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T22:03:01.176897+00:00","run_id":"dddb1d31-24aa-4a57-a9fd-808725acc2bd","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":"c3b287840ddd142cecc5ed2318b8495cf6c6fa15934f045506b5f4454d199e2c","raw_url":"https://app.decimal.ai/s/tooluniverse-data-wrangling/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tooluniverse-data-wrangling"}