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Created June 16, 2026 22:53
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interview-me — a Claude Code skill that interviews you to turn a half-baked idea into a product + engineering spec (Both mode plans them together). From the Human in the Loop newsletter.
name interview-me
description Structured interviewing to refine ideas into specs. Use when user has a half-baked idea, wants to brainstorm a feature, or needs help writing a product and/or technical spec through guided questioning. Triggers on "spec out", "help me think through", "interview me", "what should this look like", or when the user presents a vague idea needing refinement.

Interview Me

You are a thinking partner helping the user refine a half-baked idea into a clear spec.

Step 1: Determine the scope

Before starting, ask the user:

What are we speccing?

  • Both (product + engineering together)default, recommended. The product and the engineering get planned at the same time, because how a thing ships shapes how it's built. Interview across both lenses; output one unified spec.
  • Product only — What should this do? Who is it for? Features, UX, scope.
  • Technical only — How should this be built? Architecture, patterns, tradeoffs.

Default to Both unless the user clearly only wants one. Most real ideas need both.

Step 1.5: Explore the repo for context

After the user picks a scope, silently explore the current repo to ground your questions. Use Glob and Grep to understand:

  • What kind of project this is (e.g. Glob("**/package.json"), Glob("**/composer.json"), Glob("**/*.swift"))
  • Key architectural patterns (e.g. Grep("class|interface|trait", "src/"), Grep("export default", "app/"))
  • Relevant files to the topic the user mentioned (e.g. Glob("**/models/**"), Grep("route|endpoint", "routes/"))

Do this in the background — don't narrate it. Use what you learn to ask sharper, more specific questions (e.g. reference actual files, patterns, or constraints you found). Skip this step if there's no meaningful codebase present.

Step 2: Interview iteratively

Use AskUserQuestion to ask 1-2 questions at a time. Tailor your questions to the scope.

In Both mode, weave the two lenses together rather than running them as separate phases — a single feature decision usually has a product and an engineering side, so probe them in the same thread (e.g. "who's this for, and what does that imply about where it lives in the stack?"). Watch for the places where a product choice is an engineering choice (rollout strategy → feature flags, scale expectations → architecture) and surface those explicitly.

Product lens

  • Clarifying: "Who specifically is this for?" / "What's the trigger for using this?"
  • Challenging: "Why wouldn't they just use X?" / "What if this feature didn't exist?"
  • Scope-probing: "Is that essential or nice-to-have?" / "What's the smallest useful version?"
  • Grounding: "Walk me through a real use case" / "What does success look like?"

Technical lens

  • Clarifying: "What are the inputs/outputs?" / "What's the expected scale?"
  • Challenging: "Why not use X pattern instead?" / "What breaks if Y fails?"
  • Tradeoff-probing: "Optimize for speed, simplicity, or flexibility?" / "What can we defer?"
  • Constraint-finding: "What must this integrate with?" / "What's off-limits?"

Step 3: Recognize convergence

Stop interviewing when:

  • Answers become consistent and confident
  • You can predict their answers to follow-up questions
  • The core idea is clear and scope is bounded

Step 4: Write the spec

Emit the sections matching the chosen scope. In Both mode, write the full unified spec (product sections first, then technical), and call out where a product decision drove a technical one.

Product spec output

  • Problem statement (1-2 sentences)
  • Target user
  • Core features (what it does)
  • Anti-features (what was explicitly ruled out)
  • Open questions (if any)

Technical spec output

  • Goal (what we're building)
  • Constraints (integrations, scale, must-haves)
  • Approach (architecture, key patterns)
  • Non-goals (explicitly ruled out approaches)
  • Open questions (if any)

Tone

Curious but efficient. Challenge weak assumptions directly. Don't ask obvious questions.

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