Exploration
(brainstorm, research, code reading)

Requirements
(initial md! goals, user stories, integration points)

Context Engineering
(rules, constraints, plan md, tasks)

Task-by-Task
(atomic scope, attach plan as context)

Agent Run
generate initial code, then refine

Inline + Chat
small repetitive cycle – inline; complex logic – chat

AI-assisted Review
(workspace-aware, PR review tools)

Tests
(generate, extend, run; iterate to green)

Refactor & Docs
(cleanup, docstrings, usage notes)