biomaster-workflows

SkillDev tools

Orchestrate BioMaster’s multi-agent pipelines (RNA-seq, ChIP-seq, single-cell, Hi-C) using the provided configs and repos to deliver reproducible outputs.

Use biomaster-workflows in Claude, ChatGPT or Ahel Desktop

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Also: Claude Code · Cursor · Codex

Then ask your AI: use the biomaster-workflows skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

biomaster-workflowsStart free
About this skill

The largest open-source medical AI skills library for OpenClaw🦞.

What this skill tells your AI

The instructions your AI receives, as published by freedomintelligence/openclaw-medical-skills in skills/biomaster-workflows/SKILL.md and read by Ahel’s review.


name: biomaster-workflows description: Pipeline maestro keywords:

  • workflows
  • RNAseq
  • ChIPseq
  • automation
  • YAML measurable_outcome: Execute a configured pipeline end-to-end (including QC report + summary) within 24 hours of receiving inputs, logging every tool/parameter. license: MIT metadata: author: BioMaster Team version: "1.0.0" compatibility:
  • system: Python 3.9+ allowed-tools:
  • run_shell_command
  • read_file

BioMaster Workflows

Orchestrate BioMaster’s multi-agent pipelines (RNA-seq, ChIP-seq, single-cell, Hi-C) using the provided configs and repos to deliver reproducible outputs.

Workflow

  1. Config prep: Populate YAML with tool paths, reference genomes, and workflow selection (rnaseq, chipseq, singlecell, hic).
  2. Environment: cd repo && pip install -r requirements.txt (or container) prior to running.
  3. Launch: python repo/run.py --config repo/config.yaml (or chosen config) and monitor progress.
  4. Error recovery: Let BioMaster agents retry failing stages; review logs for missing reference/index files.
  5. Output packaging: Collect BAMs/counts/peaks + QC + narrative summary of parameters and runtimes.

Guardrails

  • Fail fast when reference files or indices are absent to avoid wasted compute.
  • Record tool versions for every stage (alignment, quantification, etc.).
  • Require confirmation before deleting intermediates or rerunning destructive steps.

References

  • Full workflow descriptions, supported modalities, and repo links reside in README.md.

Signals

GitHub stars
3k
Forks
412
Last commit
Jul 2026

Ahel review

  • K1binfo
    installs-packages
  • K6info
    bundled executables the agent is told to run

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Item type
skill
Key
biomaster-workflows
Source
github.com/freedomintelligence/openclaw-medical-skills