Use this skill when an ask is underspecified — missing who it's for, why now, or what success looks like. One-question-at-a-time interview to extract what the user actually wants (not what they think they should want) before any plan, spec, or code exists. Requires a live, responsive user — do not invoke in non-interactive contexts (CI runs, scheduled tasks, autonomous loops).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Interview Me
## Overview
What people ask for and what they actually want are different things. They ask for "a dashboard" because that's what one asks for, not because a dashboard solves their problem. They say "make it faster" without a number to hit.
The cheapest moment to find this gap is before any plan, spec, or code exists. Once you've started building, switching costs are real, and the user will rationalize the wrong thing into a "good enough" thing. The misfit gets locked in.
This skill closes the gap before it costs anything. The other Define-phase skills assume you already know roughly what you want. Interview-me is the part before all of those, where you ask one question at a time, with your best guess attached, until you can predict what the user is going to say before they say it.
## When to Use
Apply this skill when:
- The ask is missing at least one of: **who** the user is, **why** they want it, what **success** looks like, what the binding **constraint** is
- The request is conventional rather than specific ("build me X", "make it faster") and you can't unpack the convention without guessing
- You're tempted to start with assumptions you haven't surfaced
…
The line at the top of this page pins the label git:20261028.e711966, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_kmji5zirgapp7sy6
GET https://markdownregistry.com/api/v1/resolve?ref=jpeetz/agent-skills/interview-me
GET https://markdownregistry.com/api/v1/blob/1a76948cc9a9a14937abe56e9e5507fcb4d0f6dcdba8459c19a5ee3c3b0fe3e9
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
jpeetz/agent-skills · skills/api-backend/api-and-interface-design/SKILL.md · Use this skill when designing APIs, module boundaries, or any public interface. Create stable, well-documented…
jpeetz/agent-skills · skills/api-backend/api-design-first/SKILL.md · Use this skill when designing an API or defining an API contract before writing code. Generates OpenAPI 3.1…
jpeetz/agent-skills · skills/api-backend/graphql-api-development/SKILL.md · Use this skill when designing, implementing, or optimizing a GraphQL API: schema-first design, resolver architecture…
jpeetz/agent-skills · skills/api-backend/har-api-reverse-engineering/SKILL.md · Use this skill when an agent needs to call a website's hidden or undocumented API: capture real browser requests into a…
jpeetz/agent-skills · skills/api-backend/image-to-image-character-generation/SKILL.md · Use this skill when an agent needs to generate consistent character images via kie.ai grok-imagine image-to-image from…
jpeetz/agent-skills · skills/api-backend/kie-ai-platform/SKILL.md · Use this skill when an agent needs to integrate with the Kie.ai API for image/video/audio generation, task management…
jpeetz/agent-skills · skills/api-backend/n8n-api-shape/SKILL.md · Use this skill when working with the n8n REST API — read, update, or verify workflows on ANY n8n instance…
jpeetz/agent-skills · skills/api-backend/social-har-api-connectivity/SKILL.md · Use this skill when an agent needs to connect to a social platform's API by prompting the user to pick a platform…
jpeetz/agent-skills · skills/business-strategy/app-discovery-scrutiny/SKILL.md · Use this skill when the user wants to evaluate a mobile app idea for commercial viability — whether it's a clone…
jpeetz/agent-skills · skills/business-strategy/enterprise-consulting-methods/SKILL.md · Use this skill when you need McKinsey/BCG-grade strategy work — problem decomposition, hypothesis testing, storyline…
jpeetz/agent-skills · skills/business-strategy/linear-project-management/SKILL.md · Use this skill when driving Linear projects and issues from an agent.
jpeetz/agent-skills · skills/code-quality/clean-pro-review-gates/SKILL.md · Use this skill when reviewing any AI-generated or modified code, tests, docs, or infrastructure before merging. Applies…
addyosmani/agent-skills · skills/interview-me/SKILL.md · Extracts what the user actually wants instead of what they think they should want. Achieves this through…
pedrohcgs/claude-code-my-workflow · .agents/skills/interview-me/SKILL.md · Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification…
pedrohcgs/claude-code-my-workflow · .claude/skills/interview-me/SKILL.md · Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification…
blackbelttechnology/pi-agent-dashboard · packages/eng-disciplines/.pi/skills/interview-me/SKILL.md · Pre-spec intent extraction — one question at a time until ~95% confidence about what the user actually wants, BEFORE…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-cursor/.cursor/skills/interview-me/SKILL.md · Extracts what the user actually wants instead of what they think they should want. Achieves this through…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-codex/.agents/skills/interview-me/SKILL.md · Extracts what the user actually wants instead of what they think they should want. Achieves this through…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-claude/.claude/skills/interview-me/SKILL.md · Extracts what the user actually wants instead of what they think