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A steady rhythm for repository work.

A repeatable working rhythm makes an AI coding workspace easier to trust. Begin with the repository as it exists today, complete one bounded improvement, and leave enough evidence for the next session. The routine should support the work without becoming a task of its own.

Open with orientation

Check the working state, read the current task, and revisit any session note that affects it. Confirm the relevant files still match your assumptions. Choose a small outcome and a check that would demonstrate it. For an unfamiliar area, make the first request an explanation or investigation rather than an edit.

Close with a reviewed result

Inspect the diff against the intended behavior, then run the checks appropriate to the change. Record failures and anything left unverified. Update the task state and leave one next action if work remains. Before moving to another repository, confirm that its context and permissions will not be confused with the session you are leaving.

The daily working sequence

Adapt to your project
Orient: Confirm repository, state, and current context.
Choose: Define one useful change and its evidence.
Work: Inspect, implement, and follow local patterns.
Review: Compare the diff with the intended behavior.
Verify: Run relevant checks and record outcomes.
Leave: Write the next action or a concise handoff.
What if the task cannot be finished today?

Record its exact state, the remaining uncertainty, and the next useful action. A clear partial handoff is more useful than a vague claim that the work is nearly complete.