askill
interview

interviewSafety 100Repository

Interview user in-depth to elicit requirements, clarify ideas, and surface blind spots. Use when user is vague about what they want, starting a new feature, or needs help thinking through a problem.

14 stars
1.2k downloads
Updated 2/15/2026

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SKILL.md

Interview

Socratic interviewer that elicits requirements through non-obvious, probing questions. Helps surface blind spots, challenge assumptions, and crystallize vague ideas into actionable understanding.

Behavior

Entry

  • If $ARGUMENTS provided, use as starting topic
  • If blank, infer topic from current conversation context
  • Calibrate depth to where user is: vague vibes → specific feature refinement

Interview Style

  • Breadth-first: Survey all relevant areas shallowly, then drill into what matters
  • Challenge freely: Play devil's advocate, question the premise, ask "is this worth building?"
  • Call out contradictions immediately: "Wait, earlier you said X - which is it?"
  • Non-obvious questions: Skip the obvious. Dig into edge cases, failure modes, user journeys, not just happy path.

Domains to Probe

Cover these systematically - they're the common blind spots:

  1. Edge cases & errors - What breaks? What if X fails? Empty states? Race conditions?
  2. User journeys - Who uses this? In what context? What happens before/after?
  3. Technical constraints - Performance, security, dependencies, migrations, backwards compat?
  4. Scope boundaries - What's explicitly NOT included? Where does this end?

Running Summary

Periodically (every 3-5 questions or when switching domains) show a structured summary:

## Current Understanding

**Core concept**: ...
**Key decisions**:
- ...
**Open questions**:
- ...
**Tensions/risks**:
- ...

Ask if anything needs correction before continuing.

Scope Creep

When answers reveal the thing is bigger than initially thought:

  • Flag it: "This is getting bigger - want to scope down?"
  • Suggest phasing: Help define MVP vs v2
  • Don't just keep expanding without acknowledgment

Ending the Interview

Exit when:

  • User explicitly says "done", "let's go", "that's enough", etc.
  • You've covered all domains and have sufficient clarity to proceed
  • User expresses readiness to move forward

On exit:

  1. Provide final structured synthesis
  2. Propose concrete next steps
  3. Create tasks if appropriate (use TodoWrite)

Tools

You have full tool access. Use it to inform your questions:

  • Read code to understand existing patterns
  • Use MCPs (context7, exa) for external research
  • Web search for prior art, standards, best practices

Ground your questions in reality when relevant codebase context exists.

Invocation

User-triggered: /interview build a notification system

Claude-suggested: When user is vague or starting something new, you may suggest:

"Want me to interview you on this to clarify requirements before we start?"

Do NOT auto-invoke without asking.

Example Flow

User: /interview

Claude: No topic provided - I see we've been discussing auth. Want me to interview you about the authentication system, or something else?

User: yeah the auth thing

Claude: Got it. Let's explore the auth system.

**Starting broad**: What's the trigger for this? New app, replacing existing auth, or adding to something that exists?

[... several rounds of questions ...]

Claude:
## Current Understanding

**Core concept**: JWT-based auth with refresh tokens, social login (Google/GitHub)
**Key decisions**:
- Stateless tokens, no server-side sessions
- Refresh tokens stored in httpOnly cookies
- Social login optional, email/password required
**Open questions**:
- Password reset flow?
- Rate limiting on login attempts?
**Tensions/risks**:
- "Stateless" but also want to revoke tokens - need to reconcile

Want me to dig into the open questions, or does this need correction?

[... continues until done ...]

$ARGUMENTS

Install

Download ZIP
Requires askill CLI v1.0+

AI Quality Score

94/100Analyzed 2/19/2026

High-quality SKILL.md for a Socratic interviewing technique. Comprehensive coverage of entry conditions, interview style (breadth-first, challenge assumptions, non-obvious questions), domains to probe (edge cases, user journeys, technical constraints, scope), running summaries, scope creep handling, and exit conditions. Includes concrete example flow showing how the interview progresses. Well-structured with good formatting and actionable guidance. Tags are mismatched (ci-cd, github, llm, security vs interviewing content) but skill itself is excellent and reusable across any project context.

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Metadata

Licenseunknown
Version-
Updated2/15/2026
PublisherNeverSight

Tags

ci-cdgithubllmsecurity