Clarify Question Loop Agent Skill

Clarify Question Loop

Ask only questions that change the generated package, runtime adapter, safety

boundary, or public/private release decision.

For /hep-build creation or behavior-changing packaging, this is not a

substitute for the Builder Interview and Research Gate in

docs/builder-interview-research-gate.md. Run that gate first: ask an 8-12

question first batch, research similar agent repositories or comparables and

academic/professional theory, then use this clarify loop only for the remaining

narrow ambiguities.

Procedure

• Classify the current best mode.
• If single-agent vs team selection would change the package shape and the

independent ownership boundaries are unclear, ask before generation. The

first batch must include this plain-language question: "이 일을 한 명의

전문가가 처음부터 끝까지 맡으면 되나요, 아니면 조사/분석/검토처럼 여러

전문가가 나눠 맡고 마지막에 합쳐야 하나요?"

• Follow up on role count, role-specific tools/permissions, whether outputs

must be synthesized, and whether artifacts are sequential dependencies or

independent parallel packets.

• Identify missing facts that would change files or safety.
• Ask one to five short questions, preferably three. If more than five

functional-quality questions remain, return to the Builder Interview and

Research Gate instead of pretending the package is ready.

• Do not ask for secrets. Ask for secret names or setup boundaries instead.
• After answers arrive, re-run mode classification if needed.
• Generate or repair the package using the answers and list assumptions.

Budgets and stop rule (briefing interview engine)

This loop shares the briefing interview engine's contract

(agentlas_cloud/interview/): a question is only worth asking if the answer

would change execution, not just its phrasing. Respect the surface budget

(chat 3-5 in one batch, stormbreaker <= 8 across two batches, build 8-12 plus

follow-ups). 'decide later' is always a valid answer — record it as deferred,

never re-ask. When answers you auto-confirmed from code/memory reach three in a

row, the next question must go to the human.

Default Questions

• Which runtime targets should be supported?
• Is this local-only, private-team, public open-source, or marketplace output?
• What tools, APIs, files, or services must it use?
• What should count as success?
• What must it never read, write, publish, or spend?
• 이 일을 한 명의 전문가가 처음부터 끝까지 맡으면 되나요, 아니면

조사/분석/검토처럼 여러 전문가가 나눠 맡고 마지막에 합쳐야 하나요?

Plain-Language Question Rule

Never ask non-technical users to choose internal labels such as

single-agent, team-builder, ownership boundary, memory/context, synthesis,

or produces/consumes. Translate them before asking:

• ownership boundary -> "누가 따로 맡아야 하는 일인지";
• memory/context -> "각자 따로 기억해야 할 자료, 기준, 진행 상황";
• tools/permissions -> "각자 써도 되는 계정, 파일, 웹사이트, 도구";
• synthesis -> "마지막에 결과를 한데 모으는 일";
• sequential dependency -> "앞 사람이 끝낸 결과를 다음 사람이 이어받는 순서".

If a question still sounds technical, split it into two shorter everyday

questions and give examples such as 조사, 분석, 검토, 승인.

Reference

See docs/clarify-question-loop.md.