docs: update agent workflow instructions

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2026-06-04 15:58:04 +08:00
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# Task Todo
- [x] Review the current `AGENTS.md` structure and check for existing `tasks/` tracking files.
- [x] Check in on the plan before implementation and keep this change scoped to the requested documentation update.
- [x] Merge the requested workflow orchestration, task management, and execution principles into `AGENTS.md`.
- [x] Verify the updated `AGENTS.md` content against the requested rules and record the review result here.
## Review
- Verified by re-reading `AGENTS.md` and checking the inserted sections for plan-first workflow, `tasks/todo.md` tracking, `tasks/lessons.md` review/update rules, subagent guidance, verification requirements, and simplicity/minimal-impact principles.