Scientific data analysis & plotting

The top-rated launch-quality Scientific data analysis & plotting skill for AI agents is results-analysis (grade B), followed by plotting-agent and publication-chart-skill. Skillspace rates 237 Scientific data analysis & plotting skills; 84 are launch-quality.

One-off analysis or publication figures produced from a dataset or experiment with matplotlib, seaborn, ggplot or plotly; not a recurring dashboard.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. results-analysis B
  2. plotting-agent B
  3. publication-chart-skill B
  4. experiment-suite B
  5. academic-plotting B
  6. hpc-paraview B
  7. ccf-visual-composer B
  8. matplotlib B
  9. figmirror B
  10. scientific-visualization B
  11. assess-graphical-excellence B
  12. render-tufte-chart B
  13. plot-styling B
  14. ai-full-figure B
  15. scientific-figure B
  16. bioinformatics-plot-generator B
  17. figure-taste B
  18. research-data-auto-analysis-plotting B
  19. figure-qa B
  20. matplotlib-jp-diagram B
  21. pyrolite B
  22. segyio B
  23. mplstereonet B
  24. dlisio B
  25. pyvista B

Frequently asked questions

What is the best Scientific data analysis & plotting skill for AI agents?

The top-rated launch-quality Scientific data analysis & plotting skill for AI agents is results-analysis (grade B), followed by plotting-agent and publication-chart-skill. Skillspace rates 237 Scientific data analysis & plotting skills; 84 are launch-quality.

How does Skillspace rate Scientific data analysis & plotting skills?

Skillspace grades every Scientific data analysis & plotting skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Scientific data analysis & plotting skills safe to install?

Of the 237 Scientific data analysis & plotting skills Skillspace rates, 230 passed its safety scan with no flag from its model, and 7 are flagged: 6 as risky and 1 as an attack benchmark. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.