Skylos | AI Code Security for Python, Dead Code Detection & Security Scanning

# Skylos > Open source Python static analysis and security scanner for dead code, secrets, GitHub Actions, MCP guardrails, and AI-generated code review. ## Canonical Facts - Primary audience: Python teams that want lower-noise static analysis and practical CI checks. - Main workflows: dead code detection, Python security scanning, GitHub Actions hardening, MCP guardrails, and reviewing AI-generated Python code before merge. - Best-fit queries: python static analysis tool, dead code detection python, python security scanner github actions, secure github actions python, secure mcp server, claude code security review, cursor security scanner, github copilot security review, ai security regression detection, python.linting deprecated vscode. - Core proof themes on the site: benchmarks, side-by-side tool comparisons, reproducible examples, and methodology-backed use cases. ## Important URLs - [Home](https://skylos.dev/): Product overview - [Docs](https://docs.skylos.dev/): Getting started, install, and product guides - [Rules Reference](https://docs.skylos.dev/rules-reference): Rule catalog and scanner reference - [Blog](https://skylos.dev/blog): Research, benchmarks, and implementation guides - [Compare](https://skylos.dev/compare): Side-by-side tool comparisons - [Use Cases](https://skylos.dev/use-cases): Step-by-step workflows - [VS Code](https://skylos.dev/vscode): VS Code extension page - [Sitemap](https://skylos.dev/sitemap.xml): Crawlable page inventory - [RSS](https://skylos.dev/blog/feed.xml): Blog feed ## Recent Comparison Pages ## Recent Use Cases ## Recent Blog Posts