skills.rest
GeneralReasoning
GeneralReasoningOFFICIAL
Explore all skills by this author →
Website𝕏@GenReasoningGitHub

vulnerability-csv-reporting

Generate filtered vulnerability CSV reports from scanner JSON using Python's DictWriter.

4|Updated Feb 22, 2026
Search Tags:#vulnerability#python#csv#security-reporting#json-to-csv#csv-dictwriter#severity-filter
One-click install
npx skills add https://github.com/GeneralReasoning/env-skillsbench --skill vulnerability-csv-reporting
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vulnerability-csv-reporting
Source: https://github.com/GeneralReasoning/env-skillsbench/tree/main/software-dependency-audit/environment/skills/vulnerability-csv-reporting
Command: npx skills add https://github.com/GeneralReasoning/env-skillsbench --skill vulnerability-csv-reporting

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Security teams need structured, auditable CSV reports derived from vulnerability scans to streamline tracking, compliance, and remediation workflows.

Core Features & Use Cases

  • CSV schema design for security reports (Package, Version, CVE_ID, Severity, CVSS_Score, Fixed_Version, Title, Url)
  • JSON-to-CSV mapping from scanner outputs to a consistent tabular format
  • Severity-based filtering to focus on actionable vulnerabilities in reports
  • Robust handling of missing fields and UTF-8 output for interoperability across tools and dashboards

Quick Start

Run the vulnerability CSV report generator on your scanner output to produce a filtered CSV suitable for audits.

Frequently Asked Questions about vulnerability-csv-reporting

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
Can I filter vulnerability CSV reports by severity level?▼

Filtering vulnerability reports by severity allows security teams to focus on actionable threats. You can generate a CSV report that isolates critical and high-severity CVEs, streamlining remediation workflows and continuous vulnerability management.

How does Python csv.DictWriter handle missing fields in JSON to CSV vulnerability conversion?▼

Python csv.DictWriter handles missing fields in JSON to CSV vulnerability conversion through robust mapping logic. It ensures UTF-8 output interoperability, preventing structural errors when scanner data lacks certain vulnerability attributes or metadata.

Does Python csv.DictWriter handle missing fields when generating vulnerability CSV reports?▼

Python csv.DictWriter handles missing fields in JSON to CSV vulnerability conversion through robust mapping logic. It ensures UTF-8 output interoperability, preventing structural errors when scanner data lacks certain vulnerability attributes or metadata.

Can I generate vulnerability CSV reports for containerized environments?▼

You can generate vulnerability CSV reports for containerized environments by processing scanner JSON output. This maps discovered CVEs into a consistent tabular format, supporting security audits and continuous vulnerability management across containerized applications.

Related Skills

Explore More Software Engineering Skills→
Corvalis-LLCCorvalis-LLC
6

security-scan

Scan Node.js codebases for security vulnerabilities and output a JSON report.

Official
Advanced
abnejsolutions-altabnejsolutions-alt

compliance-tracker

Analyze controls, evidence, and findings to produce compliance dashboards and reports.

Community
Advanced
SherifEldeebSherifEldeeb
5

vulnerability-management

Process Nessus, Qualys, and CSV scan results to prioritize and track vulnerability remediation.

Community
Basic
EastSwordEastSword
52

security_reporter

Generate standardized security vulnerability analysis reports with CVSS 3.1 scoring.

Community
Advanced