Onboard Any
Codebase in
60 Seconds
SmartOnboard combines deterministic repository scans with AST-aware hybrid RAG and a tool-calling ReAct agent to generate cited, role-specific onboarding guides.
Everything a new developer
needs to know
Powered by deterministic grounding, hybrid vector+BM25 retrieval, and tool-calling agent reasoning.
Performs actual git clone, scans manifests, detects languages from extensions, and identifies entry points — not mocked data, not templates.
Hybrid RAG + ReActAuto-generated Mermaid diagrams showing component relationships, data flow, and directory structure.
Auto-generatedEngineers get setup commands. Managers get risk areas. Architects get system design insights.
Chat with your codebase using cached analysis. Ask follow-up questions, get context-aware answers.
Download as HTML, Markdown, or Agent Skill format. Share with your team or reuse across projects.
From URL to guide
in four steps
Any public repository. SmartOnboard does the rest.
Engineer, Manager, or Architect — get tailored content.
Real clone, AST chunking, hybrid retrieval, agent reasoning.
Comprehensive guide ready. First PR on day one.
Built on a modern
AI engineering stack
What the guide
looks like
Real content from a real repository scan. Structured, readable, immediately useful.
- Project overview from README analysis
- Tech stack with version numbers
- Mermaid architecture diagrams
- Key files table with line counts
- Setup commands inferred from manifests
- First contribution ideas
Ready to onboard
smarter?
Paste a GitHub URL above and generate your first guide in under 60 seconds.