Given a task (issue number, URL, or local task id like TASK-3), load it from GitHub, Jira, Linear, or a repo-local tasks.md, pick a workflow template (full review, PR review, full auto, or PR + babysit), review and clarify, optionally update the tracker, classify the task, set up git (worktree, branch in place, or none), implement it, and finish per the chosen template — report, PR, automated reviews, auto-fix, or babysit until merge-ready.