paper-figures
Use this skill to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames). It renders numerical data into formal scientific visualizations—including scatter, line, bar, pie, ring, bubble, tornado, KDE, violin, box, heatmap, histogram, and area charts, plus composite multi-panel figures that combine these types in a single image—for scholarly manuscripts. Only trigger when the final deliverable is an individual image file. Do not use for interactive dashboards or HTML-rendered outputs (Plotly, Streamlit, Quarto, Jupyter noteb
Why this score
This repo hosts 10 skills, so its 481 stars are split between them (about 48 each) for scoring.
Popularity score: 56/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 9a9f8cfb3a7f, with Cisco's open-source skill-scanner.
What its code does:
- Uses dependencies without a pinned version A later version of a dependency could change what runs.requirements.txt:1 and 3 more
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onepaper-figures EvoScientist/EvoSkills · Skill | 56 | ★ 481 | ≈154 always | 1mo ago |
| scientific-figure neuromechanist/research-skills · Skill Both about figure and scientific | 56 | ★ 48 | ≈155 always | 20d ago |
| figure-legend-writer aipoch/medical-research-skills · Skill Both about figure and scatter | 63 | ★ 2.0k | ≈125 always | 2mo ago |
| nature-figure Yuan1z0825/nature-skills · Skill Both about figure and manuscript | 86 | ★ 49k | ≈23 always | 17d ago |
| paper-write xstongxue/best-skills · Skill Both about paper | 68 | ★ 3.0k | ≈50 always | 2mo ago |
| paperFig WUBING2023/PaperSpine · Skill Both about paper and figure | 74 | ★ 6.0k | ≈132 always | 21d ago |