{"slug":"lingxling-bioservices","source_name":"lingxling/bioservices","name":"Lingxling/Bioservices","description":"Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.","version":1,"lift":{"pass_rate_delta_pts":60.87,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":108.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-27T16:33:19.099687+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":60.87,"with_pass_pct":91.3,"without_pass_pct":30.4,"tokens_delta_pct":108.6,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-27T16:33:19.099687+00:00","run_id":"f3658a2c-9e3b-4d5a-9720-0bd75d4cd146","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":"GPLv3 license","install_count":0,"manifest_hash":"63322c3f81afad328d8a6ad5374a8beab1497b399875939b8d559afead11320c","raw_url":"https://app.decimal.ai/s/lingxling-bioservices/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lingxling-bioservices"}