deep-dive skillA
deep-dive is agent-read markdown (skill) from akillness/jeo-skills: Cross-runtime 2-stage pipeline for Claude Code, Codex/OMX, and Gemini/Antigravity/OMA: trace causal hypotheses, inject evidence into deep-interview style requirements crystallization, then hand off to the right runtime planner/executor..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
<Purpose> Deep Dive orchestrates a 2-stage pipeline that first investigates WHY something happened (trace) then precisely defines WHAT to do about it (deep-interview). The trace stage runs 3 parallel causal investigation lanes, and its findings feed into the interview stage via a 3-point injection mechanism — enriching the starting point, providing system context, and seeding initial questions. The result is a runtime-portable spec grounded in evidence, not assumptions. </Purpose> <Use_When> - User has a problem but doesn't know the root cause — needs investigation before requirements - User says "deep dive", "deep-dive", "investigate deeply", "trace and interview" - User wants to understand existing system behavior before defining changes - Bug investigation: "Something broke and I need to figure out why, then plan the fix" - Feature exploration: "I want to improve X but first need to understand how it currently works" - The problem is ambiguous, causal, and evidence-heavy — jumping to code would waste cycles </Use_When> <Do_Not_Use_When> - User already knows the root cause and just needs requirements gathering — use `/deep-interview` directly …
Read the whole file at its exact version.
How to install
mdr add akillness/jeo-skills/deep-dive@git:20260728.4f971c4mdr add akillness/jeo-skills/deep-dive@sha256:4da31085cf75ec3dPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_jrqxrwuccr4yrfc4)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.4f971c4 latest | 2026-07-28 | 4f971c4 | 26,677 B | A | view · diff |
| git:20260626.48fd3af | 2026-06-26 | 48fd3af | 26,670 B | A | view · diff |
| git:20260626.4f9b684 | 2026-06-26 | 4f9b684 | 26,667 B | A | view · diff |
| git:20260530.9827c65 | 2026-05-30 | 9827c65 | 27,003 B | A | view · diff |
| git:20260530.b9e7496 | 2026-05-30 | b9e7496 | 26,519 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 (26677 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
akillness/jeo-skills · 47 stars · license none · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jrqxrwuccr4yrfc4 GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/deep-dive GET https://markdownregistry.com/api/v1/blob/4da31085cf75ec3d1e3d29b04fcc5651a6953bfe34478be3c75326330101289d
Your agent 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.
More from akillness/jeo-skills
Every file in akillness/jeo-skills