Matplotlib
zLanqing/codex-claude-academic-skills
Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.
Follow the bundled raincloud-plot workflow. An agent skill from Jinze-Lee/codex-skills-workbench.
Install Raincloud Plot Guide
$ npx skills add Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench raincloud-plot-guide --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/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/raincloud-plot-guide .claude/skills/raincloud-plot-guide && 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 "raincloud-plot-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/raincloud-plot-guide into .claude/skills/raincloud-plot-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raincloud-plot-guide", 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/Jinze-Lee/codex-skills-workbench/tree/main/skills/raincloud-plot-guideType 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 Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench raincloud-plot-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/raincloud-plot-guide .agents/skills/raincloud-plot-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "raincloud-plot-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/raincloud-plot-guide into .agents/skills/raincloud-plot-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raincloud-plot-guide", 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 Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench raincloud-plot-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/raincloud-plot-guide .cursor/skills/raincloud-plot-guide && 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 "raincloud-plot-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/raincloud-plot-guide into .cursor/skills/raincloud-plot-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raincloud-plot-guide", 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/Jinze-Lee/codex-skills-workbench.git --path skills/raincloud-plot-guide--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 Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench raincloud-plot-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/raincloud-plot-guide .gemini/skills/raincloud-plot-guide && 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 "raincloud-plot-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/raincloud-plot-guide into .gemini/skills/raincloud-plot-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raincloud-plot-guide", 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 Jinze-Lee/codex-skills-workbench raincloud-plot-guideInstalls 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 Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/raincloud-plot-guide .github/skills/raincloud-plot-guide && 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 "raincloud-plot-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/raincloud-plot-guide into .github/skills/raincloud-plot-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raincloud-plot-guide", 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 Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench raincloud-plot-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/raincloud-plot-guide .opencode/skills/raincloud-plot-guide && 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 "raincloud-plot-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/raincloud-plot-guide into .opencode/skills/raincloud-plot-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raincloud-plot-guide", 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
raincloud-plot-guide- GitHub stars
- 108
- Token cost
- ~286 tokens
- SKILL.md length
- 108 words
- Files
- 3 (incl. references)
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- None found
At a glance
Follow the bundled raincloud-plot workflow. An agent skill from Jinze-Lee/codex-skills-workbench.
- Works in 5 steps: Read references/source-note.md first. → Follow the note's data-cleaning rules,… → Replace stale inputs, thresholds, and… → …
- Explicitly invokes $raincloud-plot-guide
- SKILL.md covers Overview, Workflow and Source
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Raincloud Plot Guide is an agent skill from Jinze-Lee/codex-skills-workbench. Follow the bundled raincloud-plot workflow. Use this skill only when the user explicitly invokes $raincloud-plot-guide. Do not auto-select this skill for general raincloud, density, or plotting tasks.
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/source-note.md`).
It sits in Data & Analytics, covering Data visualization.
When your agent uses it
- Explicitly invokes $raincloud-plot-guide
- Tasks that involve Data visualization
Example prompts
- “/raincloud-plot-guide”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read references/source-note.md first.
- Follow the note's data-cleaning rules, plot composition choices, and export conventions closely.
- Replace stale inputs, thresholds, and output paths with current project equivalents instead of copying history blindly.
- Preserve the original raincloud-plot methodology while adapting to the present dataset.
- If the note conflicts with the current user request, follow the current request and explain the adjustment.
What it can do on your machine
Read from SKILL.md and the folder at commit 7aa34a5. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Raincloud Plot Guide loads about 286 tokens when it runs, and up to ~602 if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 108 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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 108 words (~286 tokens).
“Use references/source-note.md as the source of truth for this skill.”
- name
- raincloud-plot-guide
Files
SKILL.md and 2 other files (references) in skills/raincloud-plot-guide of Jinze-Lee/codex-skills-workbench.
- SKILL.md
- agents/openai.yaml
- references/source-note.md
Open the folder on GitHubat commit 7aa34a5
Compare with similar skills
Raincloud Plot Guide 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 |
|---|---|---|---|---|---|---|
| Raincloud Plot Guide this skillJinze-Lee/codex-skills-workbench | 108 | — | ~286 | Automated safety check: Pass | None | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Chart Visualizationbytedance/deer-flow | 83k | 2 repos | ~840 | 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 | |
| Plot From DataTrae1ounG/paper-plot-skills | 861 | 1 repos | ~583 | Automated safety check: Pass | None |
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Picks a suitable chart type from 26 options for your data, maps the data to that chart's parameters and generates a chart image through a JavaScript script.
Scientific Visualization
mims-harvard/OptimusKG
Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG.
Seaborn
zLanqing/codex-claude-academic-skills
Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.
Plot From Data
Trae1ounG/paper-plot-skills
Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data.
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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Related
Categories
Questions about Raincloud Plot Guide
What does Raincloud Plot Guide do?
Follow the bundled raincloud-plot workflow. An agent skill from Jinze-Lee/codex-skills-workbench. Raincloud Plot Guide is an agent skill from Jinze-Lee/codex-skills-workbench. Follow the bundled raincloud-plot workflow.
When should I use Raincloud Plot Guide?
Raincloud Plot Guide fits situations like: explicitly invokes $raincloud-plot-guide; tasks that involve Data visualization.
How do I install Raincloud Plot Guide in Claude Code?
Run `npx skills add Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a claude-code`. Or copy the skill folder (skills/raincloud-plot-guide in Jinze-Lee/codex-skills-workbench) into .claude/skills/raincloud-plot-guide in your project. Claude Code loads it when a task matches its description.
How do I install Raincloud Plot Guide in Codex?
Run `npx skills add Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a codex`. Or copy the skill folder (skills/raincloud-plot-guide in Jinze-Lee/codex-skills-workbench) into .agents/skills/raincloud-plot-guide in your project. Codex loads it when a task matches its description.
Can I use Raincloud Plot Guide 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 Jinze-Lee/codex-skills-workbench --skill raincloud-plot-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/raincloud-plot-guide, .gemini/skills/raincloud-plot-guide, .github/skills/raincloud-plot-guide and .opencode/skills/raincloud-plot-guide in your project.
What does Raincloud Plot Guide need to run?
SKILL.md names no scripts, command-line tools or credentials: Raincloud Plot Guide is instructions for the agent only.
Does Raincloud Plot Guide 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 Raincloud Plot Guide 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. Review the folder before installing.
What licence does Raincloud Plot Guide use?
No licence was found for Raincloud Plot Guide or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Raincloud Plot Guide use?
About 286 tokens (SKILL.md is roughly 1.1k 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 316 tokens, read only when the agent opens those files.
What are the alternatives to Raincloud Plot Guide?
Skills that share tags, products or a category with Raincloud Plot Guide: Matplotlib (zLanqing/codex-claude-academic-skills, 4.6k stars), Chart Visualization (bytedance/deer-flow, 83k stars), Scientific Visualization (mims-harvard/OptimusKG, 146 stars) and Seaborn (zLanqing/codex-claude-academic-skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Raincloud Plot Guide?
Jinze-Lee (a GitHub user) maintains it in Jinze-Lee/codex-skills-workbench, which has 108 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on May 2, 2026.
Source: Jinze-Lee/codex-skills-workbench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.