Issue-Driven Workflow

Philosophy

The plan and Issue CSV are a work amplifier. Front-load the thinking so the agent has a full plate of actionable work to execute autonomously — more rows means more useful work per run.

1. Planning (interactive) — search the web, read docs, ask questions, gather context. A thorough plan means more work the agent can do without stopping.
2. Execution (autonomous) — be proactive, not passive. Work through the CSV end-to-end. Maximize useful work per run — don't wait for permission on routine decisions.

The quality bar: every CSV row should be completable, testable, and markable DONE without further clarification.

E2E loop

plan → issues → implement → test → review

Planning (interactive)