Ieee Figure Table
CloudWave818/ieee-skills
Audit, redesign, generate, and improve IEEE manuscript figures, tables, captions, result presentation, plotting scripts, visual polish, hybrid Python/R plus vector-editor workflows…
Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or…
Install Copyplot
$ npx skills add franklee16/academic-research-skills --skill copyplot -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills copyplot --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/visualization/copyplot .claude/skills/copyplot && 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 "copyplot" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/visualization/copyplot into .claude/skills/copyplot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copyplot", 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/franklee16/academic-research-skills/tree/master/visualization/copyplotType 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 franklee16/academic-research-skills --skill copyplot -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills copyplot --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/visualization/copyplot .agents/skills/copyplot && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "copyplot" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/visualization/copyplot into .agents/skills/copyplot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copyplot", 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 franklee16/academic-research-skills --skill copyplot -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills copyplot --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/visualization/copyplot .cursor/skills/copyplot && 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 "copyplot" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/visualization/copyplot into .cursor/skills/copyplot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copyplot", 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/franklee16/academic-research-skills.git --path visualization/copyplot--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 franklee16/academic-research-skills --skill copyplot -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills copyplot --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/visualization/copyplot .gemini/skills/copyplot && 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 "copyplot" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/visualization/copyplot into .gemini/skills/copyplot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copyplot", 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 franklee16/academic-research-skills copyplotInstalls 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 franklee16/academic-research-skills --skill copyplot -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/visualization/copyplot .github/skills/copyplot && 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 "copyplot" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/visualization/copyplot into .github/skills/copyplot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copyplot", 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 franklee16/academic-research-skills --skill copyplot -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills copyplot --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/visualization/copyplot .opencode/skills/copyplot && 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 "copyplot" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/visualization/copyplot into .opencode/skills/copyplot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copyplot", 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
copyplot- GitHub stars
- 223
- Token cost
- ~1.8k tokens
- SKILL.md length
- 835 words
- Files
- 7 (incl. scripts, references)
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or…
- Works in 6 steps: Inspect the source → Classify the visual grammar → Recover or synthesize data → …
- Requests to imitate
- SKILL.md covers Required inputs and defaults, Workflow, Deliverables and Boundaries
- Runs Python scripts from its folder; calls python
What it does
Copyplot is an agent skill from franklee16/academic-research-skills. Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or Seaborn reproduction with synthetic or digitized example data stored in an Excel workbook whenever practical. Use for requests to imitate, reverse-engineer, redraw, reproduce, or learn from a paper figure such as line, scatter, bar, histogram, box, violin, heatmap, contour, error-bar, multi-panel, or mixed scientific plots.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/figure-reconstruction-guide.md` and `references/workbook-spec.md`).
It sits in Data & Analytics, covering Data visualization. It works with Python, Matplotlib, Seaborn and Microsoft Excel. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Requests to imitate
- Reverse-engineer
- Learn from a paper figure such as line
- Mixed scientific plots
Example prompts
- “/copyplot”
Requirements
- Python 3
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Inspect the source
- Classify the visual grammar
- Recover or synthesize data
- Write the reproduction script
- Render and compare
- Validate the package
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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 3 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
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
Copyplot loads about 1.8k tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 132 tokens; SKILL.md has 835 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 835 words (~1,818 tokens).
“Reconstruct a scientific figure as an editable, reproducible plotting project. Treat visual fidelity and scientific honesty as separate requirements: match the appearance closely, but never present inferred data as the source paper's original observations.”
- name
- copyplot
Files
SKILL.md and 6 other files (scripts, references) in visualization/copyplot of franklee16/academic-research-skills.
- SKILL.md
- agents/openai.yaml
- references/figure-reconstruction-guide.md
- references/workbook-spec.md
- scripts/analyze_image.py
- scripts/compare_images.py
- scripts/make_example_workbook.py
Open the folder on GitHubat commit 9a4b2db
Compare with similar skills
Copyplot 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 |
|---|---|---|---|---|---|---|
| Copyplot this skillfranklee16/academic-research-skills | 223 | — | ~1.8k | Automated safety check: Pass | None | |
| Ieee Figure TableCloudWave818/ieee-skills | 353 | — | ~1k | Automated safety check: Pass | MIT | |
| Nature FigureCitrus-bit/Anaxa | 120 | 2 repos | ~2.7k | Automated safety check: Pass | MIT | |
| CJK Font Setup for Plotsxjtulyc/MedgeClaw | 617 | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Release Evidence WorkflowAli-Marandi/ClimateDataAnalyzer | 107 | — | ~1.6k | Automated safety check: Pass | MIT | |
| IntelligrapherMrLee2R/Intelligrapher | 112 | — | ~388 | Automated safety check: Pass | MIT |
Similar skills
Nature Figure
Citrus-bit/Anaxa
Submission-grade Nature/high-impact journal figure workflow for Python or R.
CJK Font Setup for Plots
xjtulyc/MedgeClaw
Detects a usable Chinese, Japanese or Korean font and configures matplotlib so chart labels, titles and legends render instead of showing empty boxes.
Release Evidence Workflow
Ali-Marandi/ClimateDataAnalyzer
Build an auditable release-evidence workflow for a desktop or packaged application.
Intelligrapher
MrLee2R/Intelligrapher
科研绘图智能助手。当用户需要科研绘图、数据可视化、配色建议、期刊风格调整、生成 matplotlib 或 seaborn 绘图代码、或询问某专业领域图表规范时触发。支持多领域与顶刊审美，输出可直接运行的 Python 脚本。
Scientific Figure Generation
lingzhi227/agent-research-skills
Generates publication-quality scientific figures with matplotlib or seaborn through query expansion, a run-and-retry coding loop and a visual check of the rendered PNG.
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Related
Works with
Categories
Questions about Copyplot
What does Copyplot do?
Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or…. Copyplot is an agent skill from franklee16/academic-research-skills. Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or Seaborn reproduction with synthetic or digitized example data stored in an Excel workbook whenever practical.
When should I use Copyplot?
Copyplot fits situations like: requests to imitate; reverse-engineer; learn from a paper figure such as line; mixed scientific plots.
How do I install Copyplot in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill copyplot -a claude-code`. Or copy the skill folder (visualization/copyplot in franklee16/academic-research-skills) into .claude/skills/copyplot in your project. Claude Code loads it when a task matches its description.
How do I install Copyplot in Codex?
Run `npx skills add franklee16/academic-research-skills --skill copyplot -a codex`. Or copy the skill folder (visualization/copyplot in franklee16/academic-research-skills) into .agents/skills/copyplot in your project. Codex loads it when a task matches its description.
Can I use Copyplot 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 franklee16/academic-research-skills --skill copyplot -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/copyplot, .gemini/skills/copyplot, .github/skills/copyplot and .opencode/skills/copyplot in your project.
What does Copyplot need to run?
Going by SKILL.md and its folder, Copyplot needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Copyplot 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 Copyplot 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 Copyplot use?
No licence was found for Copyplot or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Copyplot use?
About 1.8k tokens (SKILL.md is roughly 7.3k 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 2k tokens, read only when the agent opens those files.
What are the alternatives to Copyplot?
Skills that share tags, products or a category with Copyplot: Ieee Figure Table (CloudWave818/ieee-skills, 353 stars), Nature Figure (Citrus-bit/Anaxa, 120 stars), CJK Font Setup for Plots (xjtulyc/MedgeClaw, 617 stars) and Release Evidence Workflow (Ali-Marandi/ClimateDataAnalyzer, 107 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Copyplot?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.