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Get Started Free →Conduct structured interviews with the user. Use when multiple decisions need user input: ask ONE question at a time, wait for response, record answer, then proceed to next question.
.claude/skills/majiayu000-agent-ops-interview/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 192% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 20% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 127% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 29% | 0% |
Gather user decisions, preferences, or clarifications through a structured one-question-at-a-time process. This prevents overwhelming the user and ensures each answer is properly understood before moving on.
.agent/focus.md or a working document before asking the next question.Track in .agent/focus.md under "Doing now":
markdown## Doing now Interview: [topic] - Q1: [question summary] → [answer or pending] - Q2: [question summary] → [answer or pending] - ...
| User says | Action | |-----------|--------| | "skip" | Mark as SKIPPED, move to next question | | "defer" | Mark as DEFERRED, move to next question | | "use your recommendation" | Apply the agent's recommended default, note it | | "stop" / "pause" | End interview, save progress, can resume later | | "go back" | Re-ask the previous question | | unclear answer | Ask a brief clarifying follow-up (still counts as same question) |
When presenting choices, use label + description:
markdown**Q3: How should the system handle conflicting edits?** A) **Last-write-wins** — Simple, but may lose data. Best for low-conflict scenarios. B) **Optimistic locking** — Detect conflicts, prompt user to resolve. More complex. C) **CRDT-based merge** — Automatic conflict resolution. Best for real-time collab. D) **Manual review queue** — Flag conflicts for human review. Best for critical data.
This format helps users make informed decisions without lengthy explanations.
Interview is complete when:
Other measured skills in the registry, with their headline benchmark lift.