Local Review

Cheap first-pass code review by a locally-hosted model, over any diff git can produce — unstaged work, staged changes, a branch against another ref, or a subset of paths. Costs almost no context: the diff goes to a local endpoint and only a short list of candidate defects comes back. Use when the user says /local-review, "local review", "quick review", "cheap review", or wants a diff looked at without spending a full review on it. Its findings are candidates to check, never verdicts, and a clean result is weak evidence rather than an all-clear. Two stacks, selected by an OS check up front: Windows (PowerShell 5.1 + the separate localllm tooling) or macOS (Ollama + a read-…