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.

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.

Then ask your AI: use the biomaster-workflows skill

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