{"slug":"k-dense-ai-scientific-visualization","source_name":"k-dense-ai/scientific-visualization","name":"K Dense AI/Scientific Visualization","description":"Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":119.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T10:21:08.440284+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":86.4,"without_pass_pct":45.5,"tokens_delta_pct":119.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-09T10:21:08.440284+00:00","run_id":"f7af239d-bc51-45bb-aa78-7c34dfef8da8","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":"476e052af7097e3d5bc2bfeeb94da9bf017e39521a049174f7665dc1fc87c0dc","raw_url":"https://app.decimal.ai/s/k-dense-ai-scientific-visualization/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/k-dense-ai-scientific-visualization"}