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Biomaster Workflows

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--> --- 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 --- Orchestrate BioMaster’s multi-agent pipelines (RNA-seq, ChIP-...

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  • Added May 30, 2026
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Scanned May 30, 2026

npx -y skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill biomaster-workflows --agent claude-code

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SKILL.md
<!--
# COPYRIGHT NOTICE
# This file is part of the "Universal Biomedical Skills" project.
# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>
# All Rights Reserved.
#
# This code is proprietary and confidential.
# Unauthorized copying of this file, via any medium is strictly prohibited.
#
# Provenance: Authenticated by MD BABU MIA

-->

---
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`.


<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->

Files in this skill

  • README.md1.9 KB
  • SKILL.md1.9 KB
  • repo/.readthedocs.yaml174 B
  • repo/README.md20.8 KB
  • repo/agents/Biomaster.py31.9 KB
  • repo/agents/CheckAgent.py10.7 KB
  • repo/agents/Knowledge.py16.5 KB
  • repo/agents/ToolAgent.py4.8 KB
  • repo/agents/__init__.py402 B
  • repo/agents/ollama.py3 KB
  • repo/agents/prompts.py33.7 KB
  • repo/agents/utils.py1.3 KB
  • repo/config.yaml1.7 KB
  • repo/data/README.md618 B
  • repo/data/TruSeq3-PE.fa93 B
  • repo/docs/Makefile638 B
  • repo/docs/make.bat804 B
  • repo/docs/requirements.txt24 B

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