Regenerate code after generator input, implementation, configuration, or tool-version changes.
Determine whether an existing migration can change and implement corrective migrations safely.
Run the repository generation pipeline and report source and generated changes.
Verify a branch, resolve in-scope failures, and prepare its PR description; publish only when requested.
Draft a TDD, PRD, or lightweight plan in the conversation without committing it.
Write or update a PR description that lets reviewers judge the architecture and technical decisions without reading low-level code — high-level mechanism, mermaid diagrams, and a code-area map.
Rebuild ASIC-rs after changes to plugin/asicrs, sdk/rust, or server/sdk/v1/pb inputs.
Edit the development Compose stack or diagnose just dev startup and networking failures.