Analyzes and summarizes Nextflow pipelines to provide immediate structural insights and dependency maps.
The Nextflow Pipeline Overview skill enables Claude to rapidly deconstruct and explain complex Nextflow workflows without consuming excessive context. By utilizing specialized tools for structural summaries, directory trees, and parameter extraction, it allows developers to grasp the architecture of unfamiliar pipelines, track component dependencies, and identify configuration schemas. This skill is particularly valuable for bioinformatics engineers and data scientists who need to audit, debug, or extend large-scale nf-core or custom pipelines while maintaining token efficiency through syntax-aware analysis.
Key Features
0140 GitHub stars
02Automated dependency mapping via include statement extraction
03Visual directory tree of pipeline components (modules, subworkflows)
04Configuration and parameter block parsing with schema support
05High-level workflow structure summaries and process counts
06Token-efficient analysis using ast-grep for syntax-aware extraction
Use Cases
01Quickly auditing pipeline complexity and available configuration parameters
02Mapping complex workflow dependencies before making code changes
03Onboarding and exploring unfamiliar nf-core or custom pipelines
