Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
WHAT YOU BECOME
Perfect for these scenarios
Generate comprehensive project docs instantly to accelerate development.
Automatically create docs for existing projects to improve maintainability.
Ensure consistent documentation across all projects for better collaboration.
Validate existing docs against standards to identify gaps and errors.
MEASURED GAIN
Proven benefits and measurable impact
Generate and validate 7 key docs in minutes instead of weeks.
Ensure all stakeholders have clear, consistent project documentation.
Speed up new team member integration with auto-generated docs.
WHAT YOU GET
Files, tags and the three-step install
Tip: Read the documentation and the code before first use, so you know what it does and which permissions it needs.
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