ai-marketing-engineering SKILL.md skillA
ai-marketing-engineering from wildcard/caro is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wildcard/caro/ai-marketing-engineering@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wildcard/caro
- Path
.claude/skills/ai-marketing-engineering/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Jan 24, 2026
- Size
- 11,516 bytes
- Repository stars
- 40
- License
- AGPL-3.0
AI-powered marketing engineering skill based on Alon Huri's framework. Transforms marketing from copywriting to engineering discipline through 10 agentic mechanisms: infinite creative generation, adaptive budget management, LTV signal hunting, contextual data layers, AEO optimization, dynamic quizzes, behavior-driven activation, personalized video at scale, competitor weakness targeting, and active churn prevention. Use when building marketing automation systems, designing growth engineering…
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
# AI Marketing Engineering Skill Marketing in the AI era is an **engineering discipline**, not just copywriting. This skill provides frameworks, agent architectures, and task suites for building AI-powered marketing systems. ## Core Philosophy > The winners today don't ask "how can AI write posts for me" — they ask "how can AI build me a machine." ## When to Use This Skill Activate this skill when: - Building marketing automation systems - Designing growth engineering workflows - Creating AI-powered marketing agents - Optimizing ad creatives at scale - Implementing AEO (Answer Engine Optimization) - Architecting data-driven marketing infrastructure - Hiring for growth/marketing engineering roles - Reducing churn through predictive intervention **Example Triggers:** - "How do I build an infinite creative machine for Meta ads?" - "Design a budget allocation system that responds to performance" - "Create an AEO strategy to get cited by ChatGPT" - "Build a dynamic quiz for lead qualification" - "Set up churn prevention based on support ticket sentiment" ## The 10 Engineering Mechanisms | # | Mechanism | Agent Tag | Use Case | |---|-----------|-----------|----------| …
Read the whole file at its exact version.
How to install
mdr add wildcard/caro/ai-marketing-engineering@sha256:27fd17857ee6367bThe 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.
[](https://markdownregistry.com/a/art_v34jhjhi5mglc6pa)
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Versions
The registry has recorded 1 version of this file, committed on Jan 24, 2026.
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 (11516 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
wildcard/caro · 40 stars · license AGPL-3.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_v34jhjhi5mglc6pa GET https://markdownregistry.com/api/v1/resolve?ref=wildcard/caro/ai-marketing-engineering GET https://markdownregistry.com/api/v1/blob/27fd17857ee6367bef5039a2064e4ba83a59687ba0b4efc3e69bbd6a7b4d733f
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.