snakemake-workflow-manager
Snakemake workflow management skill for rule-based pipeline execution
Best use case
snakemake-workflow-manager is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Snakemake workflow management skill for rule-based pipeline execution
Teams using snakemake-workflow-manager should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/snakemake-workflow-manager/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How snakemake-workflow-manager Compares
| Feature / Agent | snakemake-workflow-manager | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Snakemake workflow management skill for rule-based pipeline execution
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Snakemake Workflow Manager Skill ## Purpose Enable Snakemake workflow management for rule-based pipeline execution. ## Capabilities - DAG-based workflow execution - Cluster/cloud execution - Conda environment management - Checkpointing and resume - Benchmark collection - Report generation ## Usage Guidelines - Define rules with clear inputs/outputs - Use Conda for environment management - Configure for cluster execution - Enable checkpointing for large workflows - Collect benchmarks for optimization - Generate workflow reports ## Dependencies - Snakemake - Conda - Bioconda ## Process Integration - Reproducible Research Workflow (reproducible-research) - Analysis Pipeline Validation (pipeline-validation)
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