Matplotlib
zLanqing/codex-claude-academic-skills
Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.
Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data.
Install Plot From Data
$ npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Trae1ounG/paper-plot-skills plot-from-data --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Trae1ounG/paper-plot-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plot-from-data .claude/skills/plot-from-data && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "plot-from-data" agent skill from https://github.com/Trae1ounG/paper-plot-skills/tree/main/plot-from-data into .claude/skills/plot-from-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plot-from-data", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Trae1ounG/paper-plot-skills/tree/main/plot-from-dataType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Trae1ounG/paper-plot-skills plot-from-data --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Trae1ounG/paper-plot-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plot-from-data .agents/skills/plot-from-data && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "plot-from-data" agent skill from https://github.com/Trae1ounG/paper-plot-skills/tree/main/plot-from-data into .agents/skills/plot-from-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plot-from-data", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Trae1ounG/paper-plot-skills plot-from-data --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Trae1ounG/paper-plot-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plot-from-data .cursor/skills/plot-from-data && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "plot-from-data" agent skill from https://github.com/Trae1ounG/paper-plot-skills/tree/main/plot-from-data into .cursor/skills/plot-from-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plot-from-data", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Trae1ounG/paper-plot-skills.git --path plot-from-data--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Trae1ounG/paper-plot-skills plot-from-data --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Trae1ounG/paper-plot-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plot-from-data .gemini/skills/plot-from-data && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "plot-from-data" agent skill from https://github.com/Trae1ounG/paper-plot-skills/tree/main/plot-from-data into .gemini/skills/plot-from-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plot-from-data", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Trae1ounG/paper-plot-skills plot-from-dataInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Trae1ounG/paper-plot-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/plot-from-data .github/skills/plot-from-data && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "plot-from-data" agent skill from https://github.com/Trae1ounG/paper-plot-skills/tree/main/plot-from-data into .github/skills/plot-from-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plot-from-data", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Trae1ounG/paper-plot-skills plot-from-data --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Trae1ounG/paper-plot-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plot-from-data .opencode/skills/plot-from-data && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "plot-from-data" agent skill from https://github.com/Trae1ounG/paper-plot-skills/tree/main/plot-from-data into .opencode/skills/plot-from-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "plot-from-data", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
plot-from-data- GitHub stars
- 866
- Used in
- 1 other repo
- Token cost
- ~583 tokens
- SKILL.md length
- 127 words
- Files
- 18 (incl. scripts, references)
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- None found
At a glance
Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data.
- : user provides data (numbers
- SKILL.md covers Available Styles, Workflow, Data Substitution Tips and Detailed Style Parameters
- Runs Python scripts from its folder
- CSV) and wants a chart in a specific academic style
What it does
Plot From Data is an agent skill from Trae1ounG/paper-plot-skills. Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data. Use when: user provides data (numbers, arrays, or CSV) and wants a chart in a specific academic style; user asks to "plot this data", "make a bar chart", "draw a radar chart", "用这个风格画图", "把我的数据画出来"; or user selects a style name from the style catalog (barpaireddelta, bargroupedhatch, lineconfidenceband, linetrainingcurve, linelosswithinset, scattertsnecluster, scatterbrokenaxis, radardualseries).
Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. The skill folder holds 20 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/bar_grouped_hatch.md` and `references/bar_paired_delta.md`).
It sits in Data & Analytics, covering Data visualization. It works with Matplotlib. The repository describes itself as: Top-Conference Paper Figure Reproduction & Plotting Skills | 顶会论文图表复现绘制Skills.
When your agent uses it
- : user provides data (numbers
- CSV) and wants a chart in a specific academic style
- User asks to plot this data
- Make a bar chart
Example prompts
- “plot this data”
- “make a bar chart”
- “draw a radar chart”
- “/plot-from-data”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit cde5e84. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 8 files in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Plot From Data loads about 583 tokens when it runs, and up to ~5.5k if it reads all its reference files. Until then it costs about 136 tokens; SKILL.md has 127 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 127 words (~583 tokens).
“Generate a paper-quality figure by picking a style template and filling it with user data. All outputs are dpi=300 PNG.”
- name
- plot-from-data
Files
SKILL.md and 17 other files (scripts, references) in plot-from-data of Trae1ounG/paper-plot-skills.
- SKILL.md
- agents/openai.yaml
- references/bar_grouped_hatch.md
- references/bar_paired_delta.md
- references/line_confidence_band.md
- references/line_loss_with_inset.md
- references/line_training_curve.md
- references/radar_dual_series.md
- references/scatter_broken_axis.md
- references/scatter_tsne_cluster.md
- scripts/bar_memevolve.py
- scripts/bar_spice.py
- scripts/line_aime.py
- scripts/line_loss_inset.py
- scripts/line_selfdistill.py
- scripts/radar_dora.py
- scripts/scatter_break.py
- scripts/scatter_tsne.py
Open the folder on GitHubat commit cde5e84
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in Trae1ounG/paper-plot-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Plot From Data next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Plot From Data this skillTrae1ounG/paper-plot-skills | 866 | 1 repos | ~583 | Automated safety check: Pass | None | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.6k | 18 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Scientific Visualizationmims-harvard/OptimusKG | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | |
| SeabornzLanqing/codex-claude-academic-skills | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| Scientific Figure MakingChenLiu-1996/figures4papers | 8.2k | — | ~557 | Automated safety check: Pass | Custom licence | |
| Analysis Graphingclshortfuse/renodx | 4.4k | — | ~1.1k | Automated safety check: Pass | MIT |
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Scientific Visualization
mims-harvard/OptimusKG
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Seaborn
zLanqing/codex-claude-academic-skills
Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.
Scientific Figure Making
ChenLiu-1996/figures4papers
Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with this…
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Paper Figures
EvoScientist/EvoSkills
A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames).
More from Trae1ounG/paper-plot-skills
Plot From Image
Trae1ounG/paper-plot-skills
Reproduce any academic paper figure from an uploaded image using accumulated style experience.
Related
Works with
Categories
Questions about Plot From Data
What does Plot From Data do?
Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data. Plot From Data is an agent skill from Trae1ounG/paper-plot-skills. Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data.
When should I use Plot From Data?
Plot From Data fits situations like: : user provides data (numbers; CSV) and wants a chart in a specific academic style; user asks to plot this data; make a bar chart.
How do I install Plot From Data in Claude Code?
Run `npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a claude-code`. Or copy the skill folder (plot-from-data in Trae1ounG/paper-plot-skills) into .claude/skills/plot-from-data in your project. Claude Code loads it when a task matches its description.
How do I install Plot From Data in Codex?
Run `npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a codex`. Or copy the skill folder (plot-from-data in Trae1ounG/paper-plot-skills) into .agents/skills/plot-from-data in your project. Codex loads it when a task matches its description.
Can I use Plot From Data in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Trae1ounG/paper-plot-skills --skill plot-from-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/plot-from-data, .gemini/skills/plot-from-data, .github/skills/plot-from-data and .opencode/skills/plot-from-data in your project.
What does Plot From Data need to run?
Going by SKILL.md and its folder, Plot From Data needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Plot From Data access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Plot From Data safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Plot From Data use?
No licence was found for Plot From Data or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Plot From Data use?
About 583 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.9k tokens, read only when the agent opens those files.
What are the alternatives to Plot From Data?
Skills that share tags, products or a category with Plot From Data: Matplotlib (zLanqing/codex-claude-academic-skills, 4.6k stars), Scientific Visualization (mims-harvard/OptimusKG, 146 stars), Seaborn (zLanqing/codex-claude-academic-skills, 4.6k stars) and Scientific Figure Making (ChenLiu-1996/figures4papers, 8.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Plot From Data?
Trae1ounG (a GitHub user) maintains it in Trae1ounG/paper-plot-skills, which has 866 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on April 20, 2026.
Source: Trae1ounG/paper-plot-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.