personalization-engine SKILL.md skillA
personalization-engine from kenny589/gtm-flywheel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kenny589/gtm-flywheel/personalization-engine@git:20260216.983c93bPins git:20260216.983c93b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kenny589/gtm-flywheel
- Path
cold-email/personalization-engine/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260216.983c93b, committed Feb 16, 2026
- Size
- 13,284 bytes
- Repository stars
- 69
- License
- MIT
Turn raw prospect data into compelling personalized email elements. Signal detection, personalization layers, and variable frameworks that make cold emails feel warm.
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
# Personalization Engine
## When to Use
- Building personalization workflows for outbound campaigns
- Training SDRs or AI systems on what "good personalization" looks like
- Designing variable strategies for email templates
- Upgrading campaigns from generic to signal-based personalization
## Framework
### The Personalization Hierarchy
Not all personalization is equal. Higher levels convert better but take more effort. Match your level to your volume and deal size.
| Level | Type | Example | Effort | Impact |
|-------|------|---------|--------|--------|
| **5** | Behavioral Signal | "Saw you just posted about switching from HubSpot to Salesforce" | High | Highest |
| **4** | Business Event | "Congrats on the Series B — scaling outbound is usually next" | Medium-High | Very High |
| **3** | Company-Specific | "{{companyName}} is hiring 3 SDRs — building the outbound team?" | Medium | High |
| **2** | Role-Specific | "Most VPs of Sales at Series B companies deal with..." | Low-Medium | Medium |
| **1** | Industry-Specific | "SaaS companies in your space typically see..." | Low | Low-Medium |
…Read the whole file at its exact version.
How to install
mdr add kenny589/gtm-flywheel/personalization-engine@sha256:ab1b1c4457e9bbadThe line at the top of this page pins the label git:20260216.983c93b, 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_a6l6rhaduwqdk2lf)
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Versions
The registry has recorded 1 version of this file, committed on Feb 16, 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 (13284 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
kenny589/gtm-flywheel · 69 stars · license MIT · pushed 2026-02-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_a6l6rhaduwqdk2lf GET https://markdownregistry.com/api/v1/resolve?ref=kenny589/gtm-flywheel/personalization-engine GET https://markdownregistry.com/api/v1/blob/ab1b1c4457e9bbad263be8a3b5bc46223967d66e15232863286fed0b01f6c27d
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.