🧬 CWL Workflow Analysis Reports

Automated analysis of bioinformatics workflows using Ollama + glm-4.7-flash

Analysis Results

Analysis 1/4

sc-atac-dbinding.cwl

Single-cell ATAC-seq differential binding analysis workflow with clustering integration.

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Analysis 2/4

group-isoforms-batch.cwl

Batch processing workflow for isoform grouping and transcript quantification.

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Analysis 3/4

soupx-subworkflow.cwl

SoupX contamination removal for single-cell RNA-seq with droplet decontamination.

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Analysis 4/4

bedtools-multicov.cwl

Multi-coverage bedtools workflow for counting reads across genomic intervals.

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📊 What's in Each Report?

Each analysis contains four detailed sections:

  • Bioinformatics Summary – Technical workflow steps and tools
  • Biological Explanation – Problem solved and biological context
  • Criticism of Workflow – Limitations, missing steps, improvements
  • Non-Technical Guidance – Why this analysis matters in simple terms
Generated: March 1, 2026 | Model: glm-4.7-flash:latest | Endpoint: Ollama (10.172.1.23:11434)