Field Office
Begin a new dig
Drop any public GitHub URL. The pipeline parses the code, clusters modules, and writes three depths of dispatch — for the tourist, the engineer, and the architect.
⁂
The Procedure
What happens between submission and dispatch
- I
Surveying
tree-sitter walks the codebase, extracts imports, exports, and builds a dependency graph.
- II
Clustering
Louvain community detection finds natural module boundaries — the dig sites.
- III
Cataloguing
DeepSeek V4 Pro batches files for cheap, structured per-file summaries.
- IV
Synthesis
Three narratives generated — for tourists, engineers, and architects.
- V
The Verdict
An opinionated should-you-use-this verdict and a rendered architecture map.