{"slug":"k-dense-ai-dask","source_name":"k-dense-ai/dask","name":"K Dense AI/Dask","description":"Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":148.3,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T16:09:25.561972+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":100,"without_pass_pct":63.6,"tokens_delta_pct":148.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-07T16:09:25.561972+00:00","run_id":"fbfd07ef-7abc-4756-b410-2f74bffd50f9","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":"BSD-3-Clause license","install_count":0,"manifest_hash":"a05495da0dc4e80c413f39e1808cd1f2fd140cf348a6e935fe0e8eefb09dc536","raw_url":"https://app.decimal.ai/s/k-dense-ai-dask/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/k-dense-ai-dask"}