Individual skill
vulnerability-csv-reporting
Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting. This skill covers CSV schema design for security reports, using Python csv.DictWriter, severity-based filtering, and field mapping from JSON to tabular format.
tasks/software-dependency-audit/environment/skills/vulnerability-csv-reporting/SKILL.md
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- Last checked
- Nov 3, 2026
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- Nov 4, 2026
- License
- Apache-2.0
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Read excerpt
# Vulnerability CSV Report Generation
This skill provides guidance on generating structured CSV reports from vulnerability scan data—a common format for security audits and compliance reporting.
## Overview
CSV (Comma-Separated Values) is a widely-used format for security reports because it's:
- **Human-readable**: Can be opened in Excel, Google Sheets
- **Machine-parseable**: Easy to process programmatically
- **Universal**: Supported by all data analysis tools
- **Lightweight**: Smaller than JSON/XML formats
## When to Use CSV Reports
