code-review-intake

To ingest GitHub code review feedback into a ledger, map review threads, top-level comments, and review summaries into a structured format, scoring each item for deterministic review and ensuring traceability before changes begin.

Automating deterministic scoring for GitHub review threads requires applying a fixed intake workflow with proxy prosecution and Code-Critic scoring, generating a clear score summary and final judge outcome.

This GitHub review workflow enforces guardrails by restricting new findings to the ingested ledger. It ensures an auditable, repeatable intake process that prevents untracked changes before implementation begins.

Yes, you can apply defense review perspectives and a final judge decision to GitHub review summaries. The intake pipeline evaluates the ingested ledger to produce a clear, deterministic judgment outcome.

To track GitHub review comments for an auditable implementation process, ingest them into a structured ledger with scoring and guardrails. This ensures all findings are mapped and traceable before any code changes occur.

A ledger-based intake pipeline for GitHub code reviews is needed when you require deterministic judgment and traceability. It prevents scope creep by ensuring all ingested findings are scored before implementation begins.