Nature-Style Scientific Figures
Yuan1z0825/nature-skills
Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow.
“Follow the bundled ecology hypervolume workflow. Use this skill only when the user explicitly invokes `$hypervolume-workflow`. Do not auto-select this skill for general ecology…”
Install Hypervolume Workflow
$ npx skills add Jinze-Lee/codex-skills-workbench --skill hypervolume-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench hypervolume-workflow --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/hypervolume-workflow .claude/skills/hypervolume-workflow && 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 "hypervolume-workflow" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/hypervolume-workflow into .claude/skills/hypervolume-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hypervolume-workflow", 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/hypervolume-workflowType 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 hypervolume-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench hypervolume-workflow --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/hypervolume-workflow .agents/skills/hypervolume-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hypervolume-workflow" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/hypervolume-workflow into .agents/skills/hypervolume-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hypervolume-workflow", 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 hypervolume-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench hypervolume-workflow --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/hypervolume-workflow .cursor/skills/hypervolume-workflow && 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 "hypervolume-workflow" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/hypervolume-workflow into .cursor/skills/hypervolume-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hypervolume-workflow", 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/hypervolume-workflow--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 hypervolume-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench hypervolume-workflow --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/hypervolume-workflow .gemini/skills/hypervolume-workflow && 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 "hypervolume-workflow" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/hypervolume-workflow into .gemini/skills/hypervolume-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hypervolume-workflow", 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 hypervolume-workflowInstalls 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 hypervolume-workflow -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/hypervolume-workflow .github/skills/hypervolume-workflow && 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 "hypervolume-workflow" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/hypervolume-workflow into .github/skills/hypervolume-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hypervolume-workflow", 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 hypervolume-workflow -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 hypervolume-workflow --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/hypervolume-workflow .opencode/skills/hypervolume-workflow && 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 "hypervolume-workflow" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/hypervolume-workflow into .opencode/skills/hypervolume-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hypervolume-workflow", 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
hypervolume-workflow- GitHub stars
- 108
- Token cost
- ~290 tokens
- SKILL.md length
- 108 words
- Files
- 3 (incl. references)
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- None found
At a glance
- Works in 5 steps: Read references/source-note.md first. → Follow the note's analytical sequence,… → Replace stale paths, taxa, variables,… → …
- SKILL.md covers Overview, Workflow and Source
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
About this skill
“Follow the bundled ecology hypervolume workflow. Use this skill only when the user explicitly invokes `$hypervolume-workflow`. Do not auto-select this skill for general ecology, niche, or hypervolume tasks.”
Hypervolume Workflow is a skill in Jinze-Lee/codex-skills-workbench (108 stars). Its SKILL.md is about 290 tokens, with 2 other files in the folder (references). No licence found.
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read references/source-note.md first.
- Follow the note's analytical sequence, methodological constraints, and terminology closely.
- Replace stale paths, taxa, variables, and file names with current project equivalents instead of reusing history blindly.
- Preserve the original hypervolume-analysis intent while adapting to the present dataset and workspace.
- 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
Hypervolume Workflow loads about 290 tokens when it runs, and up to ~664 if it reads all its reference files. Until then it costs about 57 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 (~290 tokens).
“Use references/source-note.md as the source of truth for this skill.”
- name
- hypervolume-workflow
Files
SKILL.md and 2 other files (references) in skills/hypervolume-workflow 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
Hypervolume Workflow 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 |
|---|---|---|---|---|---|---|
| Hypervolume Workflow this skillJinze-Lee/codex-skills-workbench | 108 | — | ~290 | Automated safety check: Pass | None | |
| Nature-Style Scientific FiguresYuan1z0825/nature-skills | 46k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Neuropixels Data Analysisdavila7/claude-code-templates | 32k | 10 repos | ~2.8k | Automated safety check: Pass | MIT | |
| High Stakes Analytics Decision Lablimingrui679-design/high-stakes-analytics-decision-lab | 989 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Manuscript Statistics AuditYuan1z0825/nature-skills | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None |
Similar skills
Neuropixels Data Analysis
davila7/claude-code-templates
Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation.
High Stakes Analytics Decision Lab
limingrui679-design/high-stakes-analytics-decision-lab
Build or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions.
Manuscript Statistics Audit
Yuan1z0825/nature-skills
Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details.
CHARLS Paper Reproduction Guide
xjtulyc/MedgeClaw
Guides an agent through reproducing papers built on the CHARLS health and retirement survey, from variable mapping to cognition, depression and isolation scores.
Engineering Figure Agent
heyu-233/engineering-figure-agent
A skill your agent uses when the user needs engineering or research-paper figures: system architecture diagrams, algorithm workflows, hardware schematics, benchmark charts, ablation plots, figure…
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Related
Categories
Questions about Hypervolume Workflow
How do I install Hypervolume Workflow in Claude Code?
Run `npx skills add Jinze-Lee/codex-skills-workbench --skill hypervolume-workflow -a claude-code`. Or copy the skill folder (skills/hypervolume-workflow in Jinze-Lee/codex-skills-workbench) into .claude/skills/hypervolume-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Hypervolume Workflow in Codex?
Run `npx skills add Jinze-Lee/codex-skills-workbench --skill hypervolume-workflow -a codex`. Or copy the skill folder (skills/hypervolume-workflow in Jinze-Lee/codex-skills-workbench) into .agents/skills/hypervolume-workflow in your project. Codex loads it when a task matches its description.
Can I use Hypervolume Workflow 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 hypervolume-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hypervolume-workflow, .gemini/skills/hypervolume-workflow, .github/skills/hypervolume-workflow and .opencode/skills/hypervolume-workflow in your project.
What does Hypervolume Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Hypervolume Workflow is instructions for the agent only.
Does Hypervolume Workflow 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 Hypervolume Workflow 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 Hypervolume Workflow use?
No licence was found for Hypervolume Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Hypervolume Workflow use?
About 290 tokens (SKILL.md is roughly 1.2k 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 374 tokens, read only when the agent opens those files.
What are the alternatives to Hypervolume Workflow?
Skills that share tags, products or a category with Hypervolume Workflow: Nature-Style Scientific Figures (Yuan1z0825/nature-skills, 46k stars), Neuropixels Data Analysis (davila7/claude-code-templates, 32k stars), High Stakes Analytics Decision Lab (limingrui679-design/high-stakes-analytics-decision-lab, 989 stars) and Manuscript Statistics Audit (Yuan1z0825/nature-skills, 46k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hypervolume Workflow?
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.