deep-interview SKILL.md skillA
deep-interview from yeachan-heo/gajae-code is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeachan-heo/gajae-code/deep-interview@git:20261002.66fedd0Pins git:20261002.66fedd0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yeachan-heo/gajae-code
- Path
packages/coding-agent/src/defaults/gjc/skills/deep-interview/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261002.66fedd0, committed Oct 2, 2026
- First version recorded
- Aug 18, 2026
- Size
- 103,304 bytes
- Repository stars
- 3,048
- License
- MIT
Socratic deep interview with mathematical ambiguity gating before explicit execution approval.
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
<Purpose_And_Principles> **DIPP-1 — Purpose.** Deep Interview applies Socratic questioning with mathematical ambiguity scoring to replace vague ideas with crystal-clear specifications: it exposes hidden assumptions, measures clarity across weighted dimensions, and refuses to proceed until ambiguity drops below the resolved threshold for this run. The output feeds into a gated pipeline: **deep-interview → ralplan consensus refinement → pending approval → explicitly approved execution**, ensuring maximum clarity before any mutation starts. AI can build anything. The hard part is knowing what to build. GJC planning Phase 0 expands ideas into specs via analyst + architect, but this single-pass approach struggles with genuinely vague inputs: it asks "what do you want?" instead of "what are you assuming?" Deep Interview iteratively exposes assumptions and mathematically gates readiness, ensuring the AI has genuine clarity before spending execution cycles. Inspired by the [Ouroboros project](https://github.com/Q00/ouroboros), which demonstrated that specification quality is the primary bottleneck in AI-assisted development. **DIPP-2 — Use when.** …
Read the whole file at its exact version.
How to install
mdr add yeachan-heo/gajae-code/deep-interview@sha256:9ffc9d2ec860918fThe line at the top of this page pins the label git:20261002.66fedd0, 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.
[](https://markdownregistry.com/a/art_xoztve6sxai7kn5q)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 18, 2026 and Oct 2, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.66fedd0 latest | 2026-10-02 | 66fedd0 | 103,304 B | A | view · diff |
| git:20261002.f8a993a | 2026-10-02 | f8a993a | 93,798 B | A | view · diff |
| git:20260903.d9a41b3 | 2026-09-03 | d9a41b3 | 93,337 B | A | view · diff |
| git:20260823.66e36f2 | 2026-08-23 | 66e36f2 | 92,764 B | A | view · diff |
| git:20260818.ccccc3c | 2026-08-18 | ccccc3c | 92,800 B | A | view · diff |
| git:20260818.998cc07 | 2026-08-18 | 998cc07 | 92,285 B | A | view · diff |
| git:20260818.e2afdd6 | 2026-08-18 | e2afdd6 | 93,142 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (103304 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
yeachan-heo/gajae-code · 3,048 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xoztve6sxai7kn5q GET https://markdownregistry.com/api/v1/resolve?ref=yeachan-heo/gajae-code/deep-interview GET https://markdownregistry.com/api/v1/blob/9ffc9d2ec860918f9860b57b789762f7d4f80d18ddf512f6f7911b527d822c06
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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