{"slug":"posit-dev-mirai","source_name":"posit-dev/mirai","name":"Posit Dev/Mirai","description":"Help users write correct R code for async, parallel, and distributed computing using mirai. Use when users need to run R code asynchronously or in parallel, write mirai code with correct dependency passing, set up parallel workers, convert from future or parallel, use mirai_map, integrate with Shiny or promises, or configure cluster/HPC computing.","version":1,"lift":{"pass_rate_delta_pts":72.73,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":94.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T12:45:32.021494+00:00"},"skill_score":null,"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":94.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-19T12:45:32.021494+00:00","run_id":"9c0e3b81-81ed-4cb0-b838-1aa0b87c0906","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":"c38c55d59e6890b28c1556c9f99b631a8fd983c8b8c6dadf324afa3f22648d12","raw_url":"https://app.decimal.ai/s/posit-dev-mirai/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/posit-dev-mirai"}