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.

Repos under 50,000 lines work best. Python codebases supported in v0.

The Procedure

What happens between submission and dispatch

  1. I

    Surveying

    tree-sitter walks the codebase, extracts imports, exports, and builds a dependency graph.

  2. II

    Clustering

    Louvain community detection finds natural module boundaries — the dig sites.

  3. III

    Cataloguing

    DeepSeek V4 Pro batches files for cheap, structured per-file summaries.

  4. IV

    Synthesis

    Three narratives generated — for tourists, engineers, and architects.

  5. V

    The Verdict

    An opinionated should-you-use-this verdict and a rendered architecture map.