# Skylos

> Open source Python static analysis and security scanner for dead code, secrets, GitHub Actions, MCP guardrails, and AI-generated code review.

## Positioning
- Skylos is primarily positioned on this site for Python security and static analysis workflows.
- Content is written for developers evaluating Bandit, Semgrep, CodeQL, Snyk, SonarQube, Vulture, and adjacent tools.
- The site emphasizes extractable answers: direct intros, methodology, benchmarks, FAQs, comparison pages, and AI-agent workflow guides.

## Priority Query Clusters
- python static analysis tool
- python security scanner
- dead code detection python
- python security scanner github actions
- secure github actions python
- ai generated code security python
- secure mcp server
- claude code security review
- cursor security scanner
- github copilot security review
- ai security regression detection
- llm application security scanner
- python.linting deprecated vscode
- bandit vs codeql vs semgrep python
- semgrep alternative python
- vulture alternative python

## Core Site Pages
- [Home](https://skylos.dev/): Product overview and benchmark proof
- [Docs](https://docs.skylos.dev/): Getting started, installation, and product documentation
- [Rules Reference](https://docs.skylos.dev/rules-reference): Rule catalog and scanner behavior reference
- [Blog](https://skylos.dev/blog): Research-backed articles
- [Compare](https://skylos.dev/compare): Comparison hub
- [Use Cases](https://skylos.dev/use-cases): Workflow guides
- [VS Code](https://skylos.dev/vscode): VS Code extension landing page
- [Roadmap](https://skylos.dev/roadmap): Product roadmap
- [Sitemap](https://skylos.dev/sitemap.xml): XML sitemap
- [RSS](https://skylos.dev/blog/feed.xml): Blog feed

## Documentation Surface
- [Docs](https://docs.skylos.dev/): Primary install, quickstart, and configuration entrypoint
- [Rules Reference](https://docs.skylos.dev/rules-reference): Best external reference for rule-level explanations and lookup intent

## Comparison Inventory


## Use Case Inventory


## Blog Inventory


## Entity Facts
- Brand: Skylos
- Category: Python static analysis and security scanner
- Product surfaces: CLI, cloud dashboard, GitHub Actions workflows, MCP server, and VS Code extension
- Public site focus: Python AppSec, dead code detection, AI-agent guardrails, and AI-assisted code review
- Total public content pages indexed here: 0