personalization-at-scale SKILL.md skillA
personalization-at-scale from the-nam-shub/e5-real-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add the-nam-shub/e5-real-skills/personalization-at-scale@v2026-04-20Pins v2026-04-20 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- the-nam-shub/e5-real-skills
- Path
skills/personalization-at-scale/SKILL.md- Versions recorded
- 1
- Latest version
- v2026-04-20, committed Apr 21, 2026
- Size
- 21,907 bytes
- Repository stars
- 10
- License
- none declared
Guidance for executing personalized B2B marketing across outbound, website, events, and gifting — from segment-level tactics to individual-level AI-driven approaches. Trigger when a user is planning or improving a personalization strategy, building outreach campaigns, or evaluating ABM tactics.
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 at Scale ## Overview This skill covers how B2B marketers can deliver personalized experiences across outbound email, website, events, direct mail, gifting, and demos — without sacrificing efficiency. All practices are sourced exclusively from Exit Five podcast guests across 19 episodes. Where guests disagree, those disagreements are surfaced explicitly rather than resolved. --- ## Outbound Email Personalization **Feed AI rich, individual-level context to generate outbound emails that feel human.** Provide the AI system with a summary of the prospect's LinkedIn profile, their company, your product details, and what they did on your website. Use a tool like Clay to gather this research, then pass it to an AI email writer. The quality of AI-generated outbound depends entirely on the richness of the input context. (Source: Tom Wentworth, Episode #304) *(Note: the appropriate depth of personalization — individual vs. segment — is contested. See Where Experts Disagree.)* **Use industry or company name in subject lines instead of first name.** …
Read the whole file at its exact version.
How to install
mdr add the-nam-shub/e5-real-skills/personalization-at-scale@sha256:9b8af9f3d4cdad13The line at the top of this page pins the label v2026-04-20, 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_w4b745hwabwq242e)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 21, 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 (21907 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
the-nam-shub/e5-real-skills · 10 stars · license none declared · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_w4b745hwabwq242e GET https://markdownregistry.com/api/v1/resolve?ref=the-nam-shub/e5-real-skills/personalization-at-scale GET https://markdownregistry.com/api/v1/blob/9b8af9f3d4cdad13324c66b94650f05e20d3ee05e3e6ee95ded7c3dc3c3d8e18
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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