{"slug":"docxology-scientific-connectors","source_name":"docxology/scientific-connectors","name":"Docxology/Scientific Connectors","description":"Search 8+ scientific databases through a uniform Connector interface. Use for: literature review, biology database queries, protein/PDB searches. CLI: python -m infrastructure.search.connectors {list-dbs,search}. Config: set queries in projects/{name}/manuscript/config.yaml `connector_search:` block. Orchestrator: scripts/pipeline/stage_08_connector_search.py --project {name}","version":1,"lift":{"pass_rate_delta_pts":72.73,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":-11.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T00:43:43.531655+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":72.73,"with_pass_pct":90.9,"without_pass_pct":18.2,"tokens_delta_pct":-11.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-04T00:43:43.531655+00:00","run_id":"d9175109-4680-450f-b585-9e6b388cd465","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":"6cd4feea0d224aa8ed926a84c90fc436668a17337e3f648ac9bd397480883684","raw_url":"https://app.decimal.ai/s/docxology-scientific-connectors/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/docxology-scientific-connectors"}