content-engine-dna SKILL.md skillA

content-engine-dna from broomva/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add broomva/skills/content-engine-dna@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
broomva/skills
Path
skills/video/content-engine/skills/content-engine-dna/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Jun 28, 2026
Size
22,346 bytes
Repository stars
5
License
MIT

Visual DNA Compiler -- compiles raw brand assets, character references, and style inspiration into persistent, structured identity files. Uses Gemini multimodal analysis to extract color palettes, composition rules, lighting patterns, and texture preferences. Generates tool-specific prompt fragments for Nano Banana Pro, Soul Cinema, Weavy, and ComfyUI. Inspired by Karpathy's LLM Wiki (compile-then-query) and MemPalace spatial hierarchy. Triggers on: 'compile brand', 'extract DNA', 'character…

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

# content-engine-dna -- Visual DNA Compiler

The Visual DNA Compiler transforms raw visual assets (photos, mood boards, reference videos, brand guidelines, character references) into persistent, structured identity files. Every downstream generation session references these compiled files instead of re-deriving visual intent from scratch.

The core insight comes from two convergent patterns:

1. **Karpathy's LLM Wiki** -- treat visual identity like source code. Raw assets are the source. The LLM is the compiler. Compiled identity files are the executable. Schema rules enforce consistency. Active linting catches drift.

2. **MemPalace spatial hierarchy** -- organize compiled knowledge in a navigable structure (brands as wings, characters as rooms, styles as closets). The AAAK 30x compression pattern means a 200-image mood board becomes a 2-page brand DNA file that any tool can consume in a single context load.

The compiler is not a one-shot process. It is iterative: new raw assets trigger recompilation, performance feedback refines compiled prompts, and lint passes catch inconsistencies before they propagate to generated content.

---

## When to Invoke
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add broomva/skills/content-engine-dna@sha256:d1cb88a5a8fc513e

The line at the top of this page pins the label v1.0.0, 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 badge

[![mdr](https://markdownregistry.com/badge/art_fvdmifjgo2a66scs.svg)](https://markdownregistry.com/a/art_fvdmifjgo2a66scs)

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

Versions

The registry has recorded 1 version of this file, committed on Jun 28, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-06-28 9edbf07 22,346 BA 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 (22346 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

broomva/skills · 5 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fvdmifjgo2a66scs
GET https://markdownregistry.com/api/v1/resolve?ref=broomva/skills/content-engine-dna
GET https://markdownregistry.com/api/v1/blob/d1cb88a5a8fc513e13359785b55a5753dba2c7318b2c887bde6f35b35bbc85d8

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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