Loop Engineering Dev

Use this skill to design a development loop, not a one-off prompt. The loop must find work, clarify requirements, create Issues and tests, run one bounded unit of work, verify it, preserve state, and stop at a human review point.

Non-Negotiable Rule

Do not start autonomous implementation until requirements are stable enough to write objective acceptance criteria and test cases.

If requirements are unclear, ask the user questions first. It is acceptable to ask many questions, but batch them by topic and only ask questions that affect scope, risk, cost, data, security, acceptance criteria, or verification.

When the question set becomes large, use references/requirements-question-bank.md as a checklist and work through it in batches.

Required Building Blocks