Autonomous white-box AI pentester for web applications and APIs using source code analysis and live exploit execution
Shannon AI Pentester Skill by ara.so — Daily 2026 Skills collection. Shannon is an autonomous, white-box AI pentester for web applications and APIs. It reads your source code to identify attack vectors, then executes real exploits (SQLi, XSS, SSRF, auth bypass, authorization flaws) against a live running application — only reporting vulnerabilities with a working proof-of-concept. How It Works Reconnaissance — Nmap, Subfinder, WhatWeb, and Schemathesis scan the target Code Analysis — Shannon reads your repository to map attack surfaces Parallel Exploitation — Concurrent agents attempt live exploits across all vulnerability categories Report Generation — Only confirmed, reproducible findings with copy-paste PoCs are included Installation & Prerequisites Docker (required — Shannon runs entirely in containers) An Anthropic API key, Claude Code OAuth token, AWS Bedrock credentials, or Google Vertex AI credentials
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