Seewhatyourcodeactuallymeans
Paste a GitHub URL. Claude agents map your entire codebase into an interactive 3D causal graph — a galaxy of files, connected by what actually imports, calls, and depends on what.
Add your Anthropic API key in settings to analyze a new repo.
In ninety seconds
From a URL to a graph you can actually read.
Paste any GitHub URL
Public or private. Octokit fetches the repo tree client-side with your PAT. No upload step.
Four Claude agents, parallel
Structure · Dependency · Semantic · Oracle — each with a specialized system prompt. Results stream into the graph as they arrive.
3D causal graph
Every file placed, every import traced, layered by semantic role — infra, data, logic, API, UI, tests, config.
"What breaks if I delete this module?"
Click any node. Oracle answers using the graph as context — extended thinking for blast-radius simulation before you touch the code.
Works in every agent
Web, CLI, Claude Code plugin. Any agent that can run a shell command can map a repo.
Causalist speaks every language in your repo
Four Claude Opus 4.7 agents run in parallel on every repo you map. They share their findings over context handoffs — Structure feeds Dependency, Dependency feeds Semantic, Semantic feeds Oracle.