Agent skill

Bioconductor Cbnplot

by bioMate-AI in bioMate-AI/biomate-bioconductor-kb

This package provides the visualization of bayesian network inferred from gene expression data.

Custom licenceAuto-check passedResearch & Science

Install Bioconductor Cbnplot

skills CLI
$ npx skills add bioMate-AI/biomate-bioconductor-kb --skill bioconductor-cbnplot -a claude-code

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

GitHub CLI
$ gh skill install bioMate-AI/biomate-bioconductor-kb bioconductor-cbnplot --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/bioMate-AI/biomate-bioconductor-kb.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/transcriptomics/cbnplot .claude/skills/bioconductor-cbnplot && 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
bioconductor-cbnplot
GitHub stars
804
Token cost
~1.3k tokens
SKILL.md length
432 words
Files
1
Skills in repo
112
Repo updated
First seen
Licence
Custom licence

At a glance

This package provides the visualization of bayesian network inferred from gene expression data.

  • Tasks that involve Bioinformatics
  • SKILL.md covers Workflows, When to Use, When NOT to Use and Data Requirements, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Bioconductor Cbnplot is an agent skill from bioMate-AI/biomate-bioconductor-kb. This package provides the visualization of bayesian network inferred from gene expression data. The networks are based on enrichment analysis results inferred from packages including clusterProfiler and ReactomePA. The networks between pathways and genes inside the pathways can be inferred and visualized.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Bioinformatics. The repository describes itself as: BioMate-KB Bioconductor Skills — 200 packages (top 100 by downloads + 100 rising stars) as vignette-grounded Claude/agent skills, with per-package workflow recipes.

When your agent uses it

  • Tasks that involve Bioinformatics

Example prompts

  • “/bioconductor-cbnplot”

What it can do on your machine

Read from SKILL.md and the folder at commit c9bd4d8. 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 (its code samples are r).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • bioconductor.org

    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

Bioconductor Cbnplot loads about 1.3k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 432 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 432 words (~1,313 tokens).

“Infer and plot a Bayesian network of genes within a specific enriched pathway using expression data.”

— opening of SKILL.md by bioMate-AI, Custom licence
name
bioconductor-cbnplot
when_to_use
Use when: This package provides the visualization of bayesian network inferred from gene expression data; deg using mappedkeys, enrichKEGG; usecase using…
user-invocable
false

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/transcriptomics/cbnplot of bioMate-AI/biomate-bioconductor-kb.

Open the folder on GitHubat commit c9bd4d8

Compare with similar skills

Bioconductor Cbnplot 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.

Bioconductor Cbnplot compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bioconductor Cbnplot this skillbioMate-AI/biomate-bioconductor-kb804—~1.3kAutomated safety check: PassCustom licence
Dbsnp Databasegoogle-deepmind/science-skills3.2k3 repos~3.4kAutomated safety check: NotesApache-2.0
Metabolic Study Planneraiming-lab/AutoResearchClaw15k—~1.9kAutomated safety check: PassMIT
13C Metabolic Flux AnalysisK-Dense-AI/scientific-agent-skills48k1 repos~3.2kAutomated safety check: PassMIT
Alphagenome Single Variant Analysisgoogle-deepmind/science-skills3.2k2 repos~3kAutomated safety check: NotesApache-2.0
MFA Pipeline Orchestratoraiming-lab/AutoResearchClaw15k—~923Automated safety check: PassMIT

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Questions about Bioconductor Cbnplot

What does Bioconductor Cbnplot do?

This package provides the visualization of bayesian network inferred from gene expression data. Bioconductor Cbnplot is an agent skill from bioMate-AI/biomate-bioconductor-kb. This package provides the visualization of bayesian network inferred from gene expression data.

When should I use Bioconductor Cbnplot?

Bioconductor Cbnplot fits situations like: tasks that involve Bioinformatics.

How do I install Bioconductor Cbnplot in Claude Code?

Run `npx skills add bioMate-AI/biomate-bioconductor-kb --skill bioconductor-cbnplot -a claude-code`. Or copy the skill folder (skills/transcriptomics/cbnplot in bioMate-AI/biomate-bioconductor-kb) into .claude/skills/bioconductor-cbnplot in your project. Claude Code loads it when a task matches its description.

How do I install Bioconductor Cbnplot in Codex?

Run `npx skills add bioMate-AI/biomate-bioconductor-kb --skill bioconductor-cbnplot -a codex`. Or copy the skill folder (skills/transcriptomics/cbnplot in bioMate-AI/biomate-bioconductor-kb) into .agents/skills/bioconductor-cbnplot in your project. Codex loads it when a task matches its description.

Can I use Bioconductor Cbnplot 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 bioMate-AI/biomate-bioconductor-kb --skill bioconductor-cbnplot -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bioconductor-cbnplot, .gemini/skills/bioconductor-cbnplot, .github/skills/bioconductor-cbnplot and .opencode/skills/bioconductor-cbnplot in your project.

What does Bioconductor Cbnplot need to run?

SKILL.md names no scripts, command-line tools or credentials: Bioconductor Cbnplot is instructions for the agent only.

Does Bioconductor Cbnplot access the network?

SKILL.md names 1 domain. As links in the text: bioconductor.org. This is read from the text; nothing was executed.

Is Bioconductor Cbnplot 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 Bioconductor Cbnplot use?

Bioconductor Cbnplot has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Bioconductor Cbnplot use?

About 1.3k tokens (SKILL.md is roughly 5.3k 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 Bioconductor Cbnplot?

Skills that share tags, products or a category with Bioconductor Cbnplot: Dbsnp Database (google-deepmind/science-skills, 3.2k stars), Metabolic Study Planner (aiming-lab/AutoResearchClaw, 15k stars), 13C Metabolic Flux Analysis (K-Dense-AI/scientific-agent-skills, 48k stars) and Alphagenome Single Variant Analysis (google-deepmind/science-skills, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bioconductor Cbnplot?

bioMate-AI (a GitHub organization) maintains it in bioMate-AI/biomate-bioconductor-kb, which has 804 GitHub stars. The repository holds 112 skills in this directory. The repository was last updated on June 20, 2026.

Source: bioMate-AI/biomate-bioconductor-kb on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.