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deep-interview SKILL.md skillA

deep-interview from zereight/gitlab-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add zereight/gitlab-mcp/deep-interview@git:20260412.9d9ce51

Pins git:20260412.9d9ce51 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: zereight/gitlab-mcp
Path: .github/skills/deep-interview/SKILL.md
Versions recorded: 1
Latest version: git:20260412.9d9ce51, committed Apr 12, 2026
Size: 2,912 bytes
Repository stars: 2,059
License: MIT

Socratic deep interview with mathematical ambiguity gating. Activate when user says: deep interview, interview me, ask me everything, don't assume, make sure you understand, ouroboros, socratic, I have a vague idea, not sure exactly what I want.

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

# Deep Interview

Ouroboros-inspired Socratic questioning with mathematical ambiguity scoring. Replaces vague ideas with crystal-clear specifications by asking targeted questions that expose hidden assumptions.

## Pipeline
`deep-interview` → `ralplan` (consensus refinement) → `omg-autopilot` (execution)

## When to Use
- User has a vague idea and wants thorough requirements gathering
- Task is complex enough that jumping to code would waste cycles
- User wants mathematically-validated clarity before execution

## When NOT to Use
- Detailed specific request with file paths → execute directly
- Quick fix → delegate to @executor or `/ralph`
- User says "just do it" → respect their intent

## Phases

### Phase 1: Initialize
1. Parse the user's idea
2. Detect brownfield vs greenfield (use @explore to check codebase)
3. For brownfield: map relevant codebase areas
4. Initialize ambiguity score at 100%

### Phase 2: Interview Loop
Repeat until ambiguity <= 20% or user exits early:

1. **Generate question** targeting the WEAKEST clarity dimension
2. **Ask ONE question at a time** with current ambiguity context
3. **Score ambiguity** across dimensions:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add zereight/gitlab-mcp/deep-interview@sha256:16daa80ebb497934

The line at the top of this page pins the label git:20260412.9d9ce51, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_j2p4eaus5q55mnhm.svg)](https://markdownregistry.com/a/art_j2p4eaus5q55mnhm)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Apr 12, 2026.

version	committed	commit	size	audit
git:20260412.9d9ce51 latest	2026-04-12	9d9ce51	2,912 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (2912 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

zereight/gitlab-mcp · 2,059 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_j2p4eaus5q55mnhm
GET https://markdownregistry.com/api/v1/resolve?ref=zereight/gitlab-mcp/deep-interview
GET https://markdownregistry.com/api/v1/blob/16daa80ebb4979348bb90d9269fdc24175300136f1a86d5439aa4c4af5c60510

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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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