Use when the user wants a large, mechanical change split into many independent units and executed in parallel with isolated workers and PRs.
Use when the user wants browser automation in an existing Chrome session: click, fill, inspect tabs, capture screenshots, or debug web flows.
Use when code imports Anthropic SDKs or the user asks to build with the Claude API, Agent SDK, tool use, streaming, files, or batches.
Use when onboarding a repository into Claude Code by creating or improving CLAUDE.md, and optionally identifying useful skills, hooks, and verifier setup.
Use when the user wants to update Claude settings, hooks, permissions, MCP server toggles, or other JSON config safely and with scope awareness.
Use when changed code should be reviewed for reuse, code quality, and efficiency, then cleaned up before finalizing.
Use when the user wants the full git workflow: branch creation if needed, commit, push, and PR create or update with a concise summary and test plan.
Use when the user wants a single clean commit created from current changes with safe staging, message drafting, and non-interactive git usage.