Autonomous Code Health Auditor

Lightweight static analysis scanning repositories for architectural decay.

A non-intrusive CLI daemon analyzing git churn, circular dependency clusters, and abandoned module dead-weight.

01 // CORE HYPOTHESIS

TESTABLE PREMISE

Correlating git commit frequency with AST node complexity exposes architectural bottlenecks far earlier than traditional test coverage metrics.

02 // WHAT WE'RE LEARNING

AST parsing large monorepos in pure Node is memory-intensive; exploring Rust-based parser bindings.

Actionable output must be constrained to 3 highest-leverage fixes to avoid dashboard fatigue.

03 // NEXT HORIZON & CRITERIA

IMMEDIATE NEXT STEP

Prototype minimal CLI scanning TypeScript import graph.

CONDITIONS TO EARN PRODUCT STATUS:

Full repository analysis finishes under 3 seconds

Actionable signals verified against 5 internal repositories

RESEARCH KEYWORDS:Static AnalysisAST ParsingDeveloper Tooling

TRANSPARENT R&D LEDGER // ZENITHDISTRICT LABS