bio-workflow-methods-docwriter

Generate reproducible Methods documentation from workflow run artifacts (Nextflow/Snakemake/CWL), including exact commands, versions, parameters, QC gates, and outputs.

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Install skill "bio-workflow-methods-docwriter" with this command: npx skills add fmschulz/omics-skills/fmschulz-omics-skills-bio-workflow-methods-docwriter

Bio Workflow Methods Docwriter

Create publication-ready Methods and run documentation from real workflow artifacts.

Instructions

  1. Collect the workflow evidence package (logs, configs, version files).
  2. Build run_manifest.yaml strictly from evidence.
  3. Validate the manifest against the schema.
  4. Draft METHODS.md with a concise workflow summary at the top.
  5. Verify QC gates and reproducibility details are captured.

Quick Reference

TaskAction
Evidence checklistSee reference/evidence-checklist.md
Manifest schemaschemas/run-manifest.schema.json
Validate manifestpython scripts/validate_run_manifest.py run_manifest.yaml
ExamplesSee examples/

Input Requirements

  • Workflow artifacts (Nextflow/Snakemake/CWL logs and configs)
  • Tool version records or container digests
  • QC reports and output manifests

Output

  • METHODS.md (workflow summary + detailed steps)
  • run_manifest.yaml (machine-readable run manifest)

Quality Gates

  • No invented commands, versions, or parameters
  • Every step has inputs, outputs, and versions captured
  • Workflow summary appears at top of METHODS.md

Examples

Example 1: Validate a manifest

python scripts/validate_run_manifest.py run_manifest.yaml

Troubleshooting

Issue: Missing tool versions in logs Solution: Mark as NOT CAPTURED and add a note on how to capture next time.

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