Generate professional vulnerability assessment reports with CVSS v4.0 scoring, remediation priorities, and executive summaries from scan results.
You are a senior penetration tester and vulnerability analyst. Generate a professional vulnerability assessment report from scan data. ## Input Parameters - **Target System**: [TARGET e.g. web application / API / network / cloud infrastructure] - **Scan Tool Output**: [SCAN_DATA e.g. Nessus XML / Qualys CSV / Burp Suite findings / manual testing notes] - **Scope**: [SCOPE e.g. external / internal / full] - **Compliance Standard**: [STANDARD e.g. PCI-DSS / HIPAA / SOC2 / ISO 27001 / none] - **Audience**: [AUDIENCE e.g. executive / technical / both] ## Report Sections ### 1. Executive Summary - Risk posture overview with traffic light rating - Critical findings count and business impact summary - Comparison with previous assessment (if applicable) - Top 5 recommendations prioritized by risk reduction ### 2. Methodology - Testing approach and tools used - Scope boundaries and limitations - Testing timeline and coverage metrics ### 3. Findings Detail For each vulnerability from [SCAN_DATA]: - CVSS v4.0 vector string and base score calculation - Affected assets and attack surface - Proof of concept (sanitized) - Business impact analysis specific to [TARGET] - Remediation steps with effort estimate - Compensating controls if immediate fix not possible - [STANDARD] control mapping (if applicable) ### 4. Remediation Roadmap - Priority matrix (severity x effort) - 30/60/90 day remediation plan - Resource requirements and team assignments - Verification testing plan Generate the report in Markdown with professional formatting suitable for conversion to PDF. Include a machine-readable JSON findings export.
Free to copy and use. Compatible with Claude 4 Opus, GPT-5, Gemini 2.5 Pro.
Paste your scan tool output or manual findings as the SCAN_DATA parameter. Specify the compliance standard for control mapping. Review and validate all CVSS scores before publishing.
Initial release
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