{"slug":"k-dense-ai-opentrons-integration","source_name":"k-dense-ai/opentrons-integration","name":"K Dense AI/Opentrons Integration","description":"Author, review, migrate, simulate, and troubleshoot official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime parameters, liquid classes, and Opentrons App analysis. Use pylabrobot instead when one workflow must support multiple robot vendors.","version":1,"lift":{"pass_rate_delta_pts":45.83,"pass_rate_pct":91.7,"total_cases":24,"passed_cases":22,"tokens_delta_pct":160.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-10T01:31:23.712558+00:00"},"skill_score":0.9167,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.83,"with_pass_pct":91.7,"without_pass_pct":45.8,"tokens_delta_pct":160.3,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-10T01:31:23.712558+00:00","run_id":"11b9d6da-946b-4099-b10f-a636a67b575c","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":"MIT","install_count":0,"manifest_hash":"6a9b914051f82ad2f47ce6347d1b8a65bc710e8934ff7974727c80f0380b751b","raw_url":"https://app.decimal.ai/s/k-dense-ai-opentrons-integration/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/k-dense-ai-opentrons-integration"}