Agent skill

Bio Chipseq Peak Calling

by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills

ChIP-seq peak calling using MACS3 (or MACS2). An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.

No licenceAuto-check passedMedia & Creative

Install Bio Chipseq Peak Calling

skills CLI
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill bio-chipseq-peak-calling -a claude-code

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

GitHub CLI
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills bio-chipseq-peak-calling --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-chipseq-peak-calling .claude/skills/bio-chipseq-peak-calling && 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-chipseq-peak-calling
GitHub stars
3.1k
Token cost
~2k tokens
SKILL.md length
608 words
Files
3
Skills in repo
279
Repo updated
First seen
Licence
None found

At a glance

ChIP-seq peak calling using MACS3 (or MACS2). An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.

  • Calling peaks from ChIP-seq alignments
  • SKILL.md covers Version Compatibility, Basic Peak Calling, Without Input Control and Narrow Peaks (TF, H3K4me3,…, plus 14 more sections
  • Runs Shell scripts from its folder
  • Tasks that involve Bioinformatics

What it does

Bio Chipseq Peak Calling is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. ChIP-seq peak calling using MACS3 (or MACS2). Call narrow peaks for transcription factors or broad peaks for histone modifications. Supports input control, fragment size modeling, and various output formats including narrowPeak and broadPeak BED files. Use when calling peaks from ChIP-seq alignments.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `examples/macs3_peak_calling.sh` and `usage-guide.md`).

It sits in Media & Creative, covering Bioinformatics and Transcription. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.

When your agent uses it

  • Calling peaks from ChIP-seq alignments
  • Tasks that involve Bioinformatics
  • Tasks that involve Transcription

Example prompts

  • “/bio-chipseq-peak-calling”

Requirements

  • A Bash shell

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 (Shell), 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 Chipseq Peak Calling loads about 2k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 608 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
~2k

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 608 words (~2,041 tokens).

“Reference examples tested with: MACS2 2.2+, MACS3 3.0+”

— opening of SKILL.md by FreedomIntelligence
name
bio-chipseq-peak-calling
tool_type
cli
primary_tool
macs3

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files in skills/bio-chipseq-peak-calling of FreedomIntelligence/OpenClaw-Medical-Skills.

  • SKILL.md
  • examples/macs3_peak_calling.sh
  • usage-guide.md

Open the folder on GitHubat commit b1f9b6e

Compare with similar skills

Bio Chipseq Peak Calling 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 Chipseq Peak Calling compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bio Chipseq Peak Calling this skillFreedomIntelligence/OpenClaw-Medical-Skills3.1k—~2kAutomated safety check: PassNone
Bio Chipseq Super EnhancersGPTomics/bioSkills1.2k2 repos~4.1kAutomated safety check: PassMIT
Alphagenome Single Variant Analysisgoogle-deepmind/science-skills3.2k2 repos~3kAutomated safety check: NotesApache-2.0
Ucsc Conservation And Tfbsgoogle-deepmind/science-skills3.2k1 repos~1.9kAutomated safety check: PassApache-2.0
ArboretoK-Dense-AI/scientific-agent-skills48k1 repos~2.7kAutomated safety check: PassBSD-3-Clause
Bio Chipseq Allele Specific BindingGPTomics/bioSkills1.2k2 repos~3.9kAutomated safety check: PassMIT

Similar skills

  • Bio Chipseq Super Enhancers

    GPTomics/bioSkills

    Identifies super-enhancers from H3K27ac, MED1, or BRD4 ChIP-seq using ROSE, ROSE2, LILY, HOMER -style super, and ENCODE dELS cross-referencing.

    1.2k GitHub starsUsed in 2 repos~4.1k tokens
    Media & CreativeAuto-check passed
  • Alphagenome Single Variant Analysis

    google-deepmind/science-skills

    Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API.

    3.2k GitHub starsUsed in 2 repos~3k tokens
    Research & ScienceAuto-check: notes
  • Ucsc Conservation And Tfbs

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    Fetch Evolutionary Conservation scores (phyloP, phastCons) and Transcription Factor Binding Sites (TFBS) from the UCSC Genome Browser.

    3.2k GitHub starsUsed in 1 repo~1.9k tokens
    Research & ScienceAuto-check passed
  • Arboreto

    K-Dense-AI/scientific-agent-skills

    Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3.

    48k GitHub starsUsed in 1 repo~2.7k tokens
    Research & ScienceAuto-check passed
  • Detects allele-specific transcription factor or histone modification binding from heterozygous-variant ChIP-seq using WASP (reference-bias filter; mandatory upstream), RASQUAL (joint QTL +…

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  • Jaspar Database

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    Query JASPAR for transcription factor binding site (TFBS) profiles (PWMs/PFMs).

    944 GitHub starsUsed in 1 repo~3k tokens
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Questions about Bio Chipseq Peak Calling

What does Bio Chipseq Peak Calling do?

ChIP-seq peak calling using MACS3 (or MACS2). An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Bio Chipseq Peak Calling is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. ChIP-seq peak calling using MACS3 (or MACS2).

When should I use Bio Chipseq Peak Calling?

Bio Chipseq Peak Calling fits situations like: calling peaks from ChIP-seq alignments; tasks that involve Bioinformatics; tasks that involve Transcription.

How do I install Bio Chipseq Peak Calling in Claude Code?

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

How do I install Bio Chipseq Peak Calling in Codex?

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

Can I use Bio Chipseq Peak Calling 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-chipseq-peak-calling -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-chipseq-peak-calling, .gemini/skills/bio-chipseq-peak-calling, .github/skills/bio-chipseq-peak-calling and .opencode/skills/bio-chipseq-peak-calling in your project.

What does Bio Chipseq Peak Calling need to run?

Going by SKILL.md and its folder, Bio Chipseq Peak Calling needs a shell for the scripts in its folder. Our summary lists: A Bash shell.

Does Bio Chipseq Peak Calling 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 Chipseq Peak Calling 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 Chipseq Peak Calling use?

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

How many tokens does Bio Chipseq Peak Calling use?

About 2k tokens (SKILL.md is roughly 8.2k 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 Chipseq Peak Calling?

Skills that share tags, products or a category with Bio Chipseq Peak Calling: Bio Chipseq Super Enhancers (GPTomics/bioSkills, 1.2k stars), Alphagenome Single Variant Analysis (google-deepmind/science-skills, 3.2k stars), Ucsc Conservation And Tfbs (google-deepmind/science-skills, 3.2k stars) and Arboreto (K-Dense-AI/scientific-agent-skills, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bio Chipseq Peak Calling?

FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,053 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.