Use Orchestration

Orchestrate engineering work from plan through proof. Keep the implementation simple, the impact narrow, and the user informed without requiring them to manage the investigation.

1. Start with project memory

1. Locate the project root.
2. Read tasks/lessons.md when it exists.
3. Select the lessons relevant to the current task and apply them to the plan.
4. Preserve existing task files and user content. Add or update only the sections needed for the current work.

Do not create tasks/lessons.md merely to satisfy this step. Create it after the first user correction.

2. Plan non-trivial work

Treat work as non-trivial when it has three or more meaningful steps, requires an architectural or cross-cutting decision, or has material uncertainty or risk.

For every non-trivial task: