duriantaco/skylos — Open-source PR gate for Python, TS/JS, Java, and Go.

Description and use

**Skylos** is an open‑source pull‑request gate that automatically scans code changes in Python, TypeScript/JavaScript, Java, and Go for dead code, hard‑coded secrets, security vulnerabilities, and regressions introduced by AI‑generated code. By integrating into CI pipelines, it helps teams prevent the merge of unsafe or low‑quality changes, enhancing both security and code quality across multiple languages.

Problem

duriantaco/skylos helps add AI capability without starting from a blank model stack.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

Open-source PR gate for Python, TS/JS, Java, and Go. Stop merging dead code, secrets, security flows, and AI-code regressions.

Source