Vulnerability csv reporting
[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
npx -y skills add cxcscmu/SkillLearnBench --skill vulnerability-csv-reportingAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
Copied from the file, not written here
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.
SKILL.md
2.2 KB, 416 tokens by cl100k_base, as published. Nobody here has run it
Vulnerability CSV Report Generation
This skill provides guidance on generating structured CSV reports from vulnerability scan data.
CSV Schema Design
| Field | Type | Description |
|---|---|---|
| Package | String | Vulnerable package name |
| Version | String | Installed version |
| CVE_ID | String | Vulnerability identifier |
| Severity | Enum | Risk level |
| CVSS_Score | Float/String | Numeric severity score |
| Fixed_Version | String | Patched version |
| Title | String | Brief description |
| Url | String | Reference link |
Python CSV Generation
import csv
import json
def generate_report(json_input, csv_output, severity_filter=['HIGH', 'CRITICAL']):
with open(json_input, 'r') as f:
data = json.load(f)
headers = ["Package", "Version", "CVE_ID", "Severity", "CVSS_Score", "Fixed_Version", "Title", "Url"]
vulnerabilities = []
if 'Results' in data:
for result in data['Results']:
for vuln in result.get('Vulnerabilities', []):
severity = vuln.get('Severity', 'UNKNOWN')
if severity in severity_filter:
vulnerabilities.append({
"Package": vuln.get('PkgName'),
"Version": vuln.get('InstalledVersion'),
"CVE_ID": vuln.get('VulnerabilityID'),
"Severity": severity,
"CVSS_Score": get_cvss_score(vuln),
"Fixed_Version": vuln.get('FixedVersion', 'N/A'),
"Title": vuln.get('Title', 'No description'),
"Url": vuln.get('PrimaryURL', '')
})
with open(csv_output, 'w', newline='') as f:
writer = csv.DictWriter(f, fieldnames=headers)
writer.writeheader()
writer.writerows(vulnerabilities)