Read any codebase like a paper.
StackScriber reads your repository and produces a visual map of how it actually works, alongside a generated wiki — for any TypeScript, Python, or Go codebase.
From upload to understanding in three steps.
Connect your repo or upload an archive. StackScriber parses it with real syntax trees — not pattern matching — then asks a language model to make sense of what's there.
Connect or upload
Point us at a GitHub or Azure DevOps repo, or drop a zip. We pull the source, never any secrets.
Parse and analyze
Tree-sitter extracts the call graph; embeddings and Claude cluster modules into meaningful subsystems.
Read your stack
You get a navigable diagram and a generated wiki — diff-friendly, regenerated on every push.
A documentation surface that keeps up with the code.
A real flow diagram
Not a hand-drawn sketch — a navigable, interactive graph derived from your actual imports and call sites.
A generated wiki
Top-level overview, per-cluster pages, and a file index — written by a language model that's seen your whole repo.
Always current
Webhooks trigger a fresh analysis on every push. Compare runs to see what shifted, structurally.
Polyglot, where it counts
TypeScript, JavaScript, Python, and Go on day one — covering web frontends, API services, and infra code in one place.
Be among the first to try StackScriber.
We're rolling out access in waves. Drop your email and we'll let you know when your slot opens up.
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