Dev Deep Interview
SkillDev toolsSocratic questioning to crystallize vague requirements into a testable spec. Use when input is ambiguous, when the user asks for "deep interview", or before dev-autopilot if the brief is too broad. Pairs with @echo-analyst.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Dev Deep Interview skill
What this skill tells your AI
The instructions your AI receives, as published by evolution-foundation/evo-nexus in .claude/skills/dev-deep-interview/SKILL.md and read by ahel’s review.
Derived from oh-my-claudecode (MIT, Yeachan Heo). Adapted for the EvoNexus Engineering Layer.
Deep Interview transforms vague ideas into concrete, testable specifications through Socratic questioning. It is the front gate of any high-stakes work — refusing to proceed until ambiguity is below an acceptable threshold.
Use When
- User has a vague idea ("build me something cool", "improve performance", "fix the UX")
- Before
dev-autopilotwhen input lacks file paths, function names, or concrete anchors - User explicitly asks for "deep interview", "interview me", "ask me questions first"
- High-stakes work where the cost of misunderstanding is high (auth, billing, migrations)
Do Not Use When
- User has already provided a detailed spec or plan
- Task is trivially clear (typo fix, single-line change)
- User says "just do it" or "skip the questions"
Goal
Drive ambiguity below 20% before any code or plan is generated. Output a spec that an executor agent can implement without further clarification.
Workflow
Phase 1 — Initial Assessment
Read the user's input. Score it on these dimensions (1-5 each, 5 = clear):
- Domain clarity: do you understand WHAT this is about?
- Scope: do you know what is in/out of scope?
- Success criteria: do you know what "done" looks like?
- Constraints: do you know technical/business limits?
- Stakeholders: do you know who cares and what they want?
If average ≥ 4: skip interview, proceed. If average < 4: enter interview loop.
Phase 2 — Socratic Loop
Ask one question at a time using AskUserQuestion (with 2-4 multiple-choice options when possible). Each question must:
- Target the lowest-scoring dimension
- Be answerable in under a sentence (or by clicking an option)
- Eliminate at least one ambiguity
Common question types:
- Scope: "Should X be included or out of scope?"
- Trade-off: "Optimize for speed or simplicity?"
- Stakeholder: "Who is the primary user — admin, customer, internal?"
- Constraint: "Any budget/time/tech constraints?"
- Success: "How will we know this worked?"
Stop the loop when all dimensions ≥ 4 OR after 8 questions (whichever first — long interviews lose user patience).
Phase 3 — Spec Output
Write the spec to workspace/projects/specs/[C]deep-interview-{name}.md with this structure:
# Deep Interview Spec — {topic}
**Date:** {iso}
**Ambiguity score:** {avg}/5
## Context
[1-2 sentences on the problem and why it matters]
## In Scope
- [item 1]
- [item 2]
## Out of Scope
- [explicit non-goals]
## Success Criteria
- [testable criterion 1]
- [testable criterion 2]
## Constraints
- [tech / business / time]
## Open Questions
- [items where ambiguity remains, with risk level]
## Suggested Next Step
- `dev-autopilot` (if all dimensions ≥ 4)
- `dev-plan` (if some dimensions still < 4 but you want to start scoping)
- Manual implementation (if the spec is small enough)
Rules
- One question at a time. Never batch.
- Use clickable options (AskUserQuestion) whenever possible.
- Don't ask codebase facts — spawn
@scout-explorerto look them up. - Stop at 8 questions. Longer kills user patience.
- Always output a spec file, even if interview was short.
Pairs With
@echo-analyst— for deeper requirements gap analysis after the interviewdev-autopilot— natural next step once spec is readydev-plan— if you want to scope further before execution
Failure Modes To Avoid
- Interrogation: 15 questions in a row. Stop at 8.
- Codebase questions: "What framework do you use?" → look it up yourself.
- Vague answers accepted: "I want it fast" → push: "Faster than what — the current 2s, or the user-perceived 200ms?"
- No spec output: interview without persistence is wasted.
Signals
- GitHub stars
- 533
- Forks
- 177
- Last commit
- May 2026
Advanced
- Catalog kind
- skill
- Gateway key
dev-deep-interview- Source
- github.com/evolution-foundation/evo-nexus