Agent skill

Bio Pathway Enrichment Visualization

by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills

Visualize enrichment results using enrichplot package functions.

No licenceAuto-check passedData & Analytics

Install Bio Pathway Enrichment Visualization

skills CLI
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-pathway-enrichment-visualization -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-pathway-enrichment-visualization --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bio-pathway-enrichment-visualization .claude/skills/bio-pathway-enrichment-visualization && rm -rf skills-src

Use ~/.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/

Facts

Skill name
bio-pathway-enrichment-visualization
GitHub stars
3.1k
Used in
1 other repo
Token cost
~1.8k tokens
SKILL.md length
467 words
Files
4
Skills in repo
279
Repo updated
First seen
Licence
None found

At a glance

Visualize enrichment results using enrichplot package functions.

  • Creating publication-quality figures from clusterProfiler results
  • SKILL.md covers Version Compatibility, Scope, Setup and Dot Plot, plus 13 more sections
  • Runs R scripts from its folder
  • Tasks that involve Data visualization

What it does

Bio Pathway Enrichment Visualization is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Visualize enrichment results using enrichplot package functions. Use when creating publication-quality figures from clusterProfiler results. Covers dotplot, barplot, cnetplot, emapplot, gseaplot2, ridgeplot, and treeplot.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `usage-guide.md`).

It sits in Data & Analytics, covering Data visualization. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.

When your agent uses it

  • Creating publication-quality figures from clusterProfiler results
  • Tasks that involve Data visualization

Example prompts

  • “/bio-pathway-enrichment-visualization”

What it can do on your machine

Read from SKILL.md and the folder at commit b1f9b6e. 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 script files (R), 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

Bio Pathway Enrichment Visualization loads about 1.8k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 467 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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 467 words (~1,750 tokens).

“Reference examples tested with: ggplot2 3.5+”

— opening of SKILL.md by FreedomIntelligence
name
bio-pathway-enrichment-visualization
tool_type
r
primary_tool
enrichplot

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files in skills/bio-pathway-enrichment-visualization of FreedomIntelligence/OpenClaw-Medical-Skills.

  • SKILL.md
  • examples/visualization_gsea.R
  • examples/visualization_ora.R
  • usage-guide.md

Open the folder on GitHubat commit b1f9b6e

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 FreedomIntelligence/OpenClaw-Medical-Skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Bio Pathway Enrichment Visualization 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.

Bio Pathway Enrichment Visualization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bio Pathway Enrichment Visualization this skillFreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repos~1.8kAutomated safety check: PassNone
MatplotlibzLanqing/codex-claude-academic-skills4.7k17 repos~2.9kAutomated safety check: PassMIT
Chart Visualizationbytedance/deer-flow84k2 repos~840Automated safety check: PassMIT
Scientific Visualizationmims-harvard/OptimusKG14619 repos~6.3kAutomated safety check: PassMIT
SeabornzLanqing/codex-claude-academic-skills4.7k15 repos~4.9kAutomated safety check: PassBSD-3-Clause
Plot From DataTrae1ounG/paper-plot-skills8691 repos~583Automated safety check: PassNone

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Questions about Bio Pathway Enrichment Visualization

What does Bio Pathway Enrichment Visualization do?

Visualize enrichment results using enrichplot package functions. Bio Pathway Enrichment Visualization is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Visualize enrichment results using enrichplot package functions.

When should I use Bio Pathway Enrichment Visualization?

Bio Pathway Enrichment Visualization fits situations like: creating publication-quality figures from clusterProfiler results; tasks that involve Data visualization.

How do I install Bio Pathway Enrichment Visualization in Claude Code?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-pathway-enrichment-visualization -a claude-code`. Or copy the skill folder (skills/bio-pathway-enrichment-visualization in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/bio-pathway-enrichment-visualization in your project. Claude Code loads it when a task matches its description.

How do I install Bio Pathway Enrichment Visualization in Codex?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-pathway-enrichment-visualization -a codex`. Or copy the skill folder (skills/bio-pathway-enrichment-visualization in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/bio-pathway-enrichment-visualization in your project. Codex loads it when a task matches its description.

Can I use Bio Pathway Enrichment Visualization 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-pathway-enrichment-visualization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bio-pathway-enrichment-visualization, .gemini/skills/bio-pathway-enrichment-visualization, .github/skills/bio-pathway-enrichment-visualization and .opencode/skills/bio-pathway-enrichment-visualization in your project.

What does Bio Pathway Enrichment Visualization need to run?

Going by SKILL.md and its folder, Bio Pathway Enrichment Visualization needs R for the scripts in its folder.

Does Bio Pathway Enrichment Visualization 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 Bio Pathway Enrichment Visualization 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 Bio Pathway Enrichment Visualization use?

No licence was found for Bio Pathway Enrichment Visualization or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Bio Pathway Enrichment Visualization use?

About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Bio Pathway Enrichment Visualization?

Skills that share tags, products or a category with Bio Pathway Enrichment Visualization: Matplotlib (zLanqing/codex-claude-academic-skills, 4.7k stars), Chart Visualization (bytedance/deer-flow, 84k stars), Scientific Visualization (mims-harvard/OptimusKG, 146 stars) and Seaborn (zLanqing/codex-claude-academic-skills, 4.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bio Pathway Enrichment Visualization?

FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,052 GitHub stars. The repository holds 279 skills in this directory. The repository was last updated on July 21, 2026.

Source: FreedomIntelligence/OpenClaw-Medical-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.