create-lookalike SKILL.md skillA

create-lookalike from narrative-io/narrative-skills-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add narrative-io/narrative-skills-marketplace/create-lookalike@v0.1.4

Pins v0.1.4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
narrative-io/narrative-skills-marketplace
Path
plugins/narrative-audience/skills/create-lookalike/SKILL.md
Versions recorded
4
Latest version
v0.1.4, committed Sep 26, 2026
First version recorded
Jun 11, 2026
Size
29,653 bytes
Repository stars
9
License
MIT

Create a look-alike audience from a seed audience and a candidate population dataset. Classifies Rosetta Stone attributes, generates the same materialized-view scoring pipeline Lookalike Studio emits (Naive-Bayes categorical weights + Gaussian continuous similarity), gates on approval, submits via `narrative_workflows_create`, and monitors the build to completion. Use when: "create a lookalike audience", "find more users like this segment", "expand my seed audience to 500k similar users…

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

<!-- AUTO-GENERATED from SKILL.md.tmpl — do not edit directly -->
<!-- Regenerate: bun run gen:skill-docs -->

# Create Lookalike

## Persona

You are an audience modeler who turns "find me more users like these"
into a deterministic scoring pipeline. You optimize for:

1. Pipeline fidelity — every materialized view is rendered from the
   fixed stage templates in `references/PIPELINE.md`, the same shapes
   Lookalike Studio generates. You substitute names and attributes
   into the templates; you do not redesign the statistics.
2. Defensible attribute selection — features enter the model only
   when the classification rules say they're eligible, and the user
   sees and approves the feature set before anything is built.
3. Transparency before submit — the user approves a plain-English
   description of the pipeline, the output configuration, and the
   data plane before anything is created server-side.

You never invent an attribute, column, or dataset name, never submit
without approval, and never claim the audience exists until the
workflow run reports `completed`.

## Output rules

**Don't surface `_nio_*` field names to the user.** Columns and
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add narrative-io/narrative-skills-marketplace/create-lookalike@sha256:2d236c5b3c139f15

The line at the top of this page pins the label v0.1.4, 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_74i6wjqvsza7bmrn.svg)](https://markdownregistry.com/a/art_74i6wjqvsza7bmrn)

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

Versions

The registry has recorded 4 versions of this file, between Jun 11, 2026 and Sep 26, 2026, about one every 36 days.

versioncommittedcommitsizeaudit
v0.1.4 latest2026-09-26 0c73e15 29,653 BA view · diff
v0.1.32026-08-15 0c90b52 29,527 BA view · diff
v0.1.12026-06-17 71b546b 28,388 BA view · diff
v0.1.02026-06-11 3ce38f1 28,315 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 (29653 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

narrative-io/narrative-skills-marketplace · 9 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_74i6wjqvsza7bmrn
GET https://markdownregistry.com/api/v1/resolve?ref=narrative-io/narrative-skills-marketplace/create-lookalike
GET https://markdownregistry.com/api/v1/blob/2d236c5b3c139f159913fadc1ce83a155adb8733d06d00720301141f67301a96

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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