hongvincent

Minimal-diff local build and typecheck repair workflow for Oz

Local diff review workflow that uses Warp's code review features and focuses on logic, risk, readability, and verification gaps

Local debugging workflow for reproducing issues, gathering evidence, using Full Terminal Use when needed, and verifying the fix

Structured local Oz workflow for multi-step coding tasks using official features such as Codebase Context, plans, task lists, MCP servers, Full Terminal Use, and code review

Documentation and codebase research for local Oz workflows using official docs, MCP servers, and local repository context

Test-first local development workflow for Oz using a red-green-refactor loop in the current repository

Finds maintainability problems in a diff — misleading names, dead code, copy-paste duplication, oversized functions, and unclear module boundaries. Holds a strict precision bar and suppresses nits. Reports grounded findings with confidence and severity, never self-filtering.

Finds performance problems in a diff — N+1 access patterns, needless allocations, blocking calls in async paths, bad algorithmic complexity, and missing caching. Reports grounded findings with confidence and severity, never self-filtering.

Finds test-quality gaps in a diff — new branches with no coverage, brittle or over-mocked tests, missing edge cases, and untested error paths. Holds a strict precision bar and suppresses nits. Reports grounded findings with confidence and severity, never self-filtering.

Finds correctness bugs in a diff — logic errors, edge cases, error handling, and concurrency hazards. Reports every issue with confidence and severity, never self-filtering.

Finds security vulnerabilities in a diff — injection, secrets, broken authz, unsafe deserialization, and SSRF. Reports grounded findings with confidence and severity, never self-filtering.

Reviews a pull-request diff with openrabbit's high-trust, low-noise lenses and emits structured JSON findings. Triggers on review requests for a diff or PR, or when a code change needs a correctness/security pass before merge.