chromatic-walk

Multi-agent codebase exploration uses three coordinated agents—Generator, Coordinator, and Validator—to systematically walk through code improvements. Chromatic-walk applies GF(3)-balanced derivation chains to maintain conservation invariants while each agent guides seed initialization, transport, and verification across genesis steps.

A GF(3)-balanced prime geodesic walk is a non-backtracking traversal that preserves finite-field arithmetic invariants across codebase exploration. You need it when coordinating multiple agents on code improvements where maintaining mathematical conservation properties throughout the derivation chain is critical.

Initialize a chromatic walk by providing a seed value to begin the derivation chain. Run `just chromatic-walk seed=1069` to start; the Generator, Coordinator, and Validator agents then proceed through Genesis, Propose, Formalize, Verify, and Commit phases, stepping through improvements while maintaining GF(3) invariants.

The workflow progresses through five phases: Genesis initializes seed derivation, Propose generates improvement candidates, Formalize structures the proposals, Verify checks invariants and constraints, and Commit finalizes accepted changes. Each phase involves the three agents enforcing GF(3) conservation across the codebase exploration.

Chromatic-walk requires understanding GF(3) conservation and seed derivation formulas to correctly configure agents and validate results. Entry barrier is moderate; you need familiarity with finite-field arithmetic and non-backtracking walk concepts to troubleshoot invariant violations during exploration.