How does the interview work?

It asks one question at a time, each round targeting the least clear aspect of your idea. After every answer it scores ambiguity, and it checks your codebase for facts before asking you about them.

When does it move to execution?

Only when ambiguity drops below a threshold and you explicitly approve. Until then it keeps interviewing.

What does it produce?

A specification file that hands off to a planning step.

deep-interview

SkillAI & models

Deep interview skill is a skill for AI agents that runs a Socratic interview, one question at a time, until a vague idea becomes a clear, approved plan. It scores ambiguity after each answer, checks the codebase for facts before asking, and only proceeds to execution once ambiguity drops below a threshold and the user explicitly approves.

Unavailable. Reviewed instructions are unavailable in ahel. This skill cannot be added until its reviewed copy is available.

Reviewed instructions are unavailable in ahel. This skill cannot be added until its reviewed copy is available.

What your AI can do with it

Asks one question per round, targeting the least clear aspect of the idea
Scores ambiguity after every answer to track how well-defined the plan is
Checks the codebase for facts before asking the user about them
Gates execution behind an ambiguity threshold and explicit user approval
Writes a specification file that hands off to a planning step

Signals

GitHub stars: 39k
Forks: 4k
Last commit: Oct 2026

Questions

How does the interview work?: It asks one question at a time, each round targeting the least clear aspect of your idea. After every answer it scores ambiguity, and it checks your codebase for facts before asking you about them.
When does it move to execution?: Only when ambiguity drops below a threshold and you explicitly approve. Until then it keeps interviewing.
What does it produce?: A specification file that hands off to a planning step.

Advanced

Item type: skill
Key: deep-interview-yeachan-heo
Source: github.com/yeachan-heo/oh-my-claudecode

github.com/yeachan-heo/oh-my-claudecode

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