minhnv0807/ai-business-skills · skills/en/51-audience-research-global/SKILL.md

51-audience-research-global skillA

51-audience-research-global is agent-read markdown (skill) from minhnv0807/ai-business-skills: Use when paid ad AUDIENCES must be researched and defined before launch — target profile, interest and behavior mapping per platform, audience sizing, cold, warm, and hot tiering, lookalike seeds, exclusions, and ranked targeting hypotheses to test. Trigger on 'audience research', 'who should I target', 'interest targeting', 'Meta audience for this product', 'TikTok targeting ideas', 'my targeting is too broad'. Also use when launch is imminent and the ad set targeting is still empty. Not for — .

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add minhnv0807/ai-business-skills/51-audience-research-global@v1.0.1
Exact content
mdr add minhnv0807/ai-business-skills/51-audience-research-global@sha256:c6dbd89cb4001e44

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sv27ahjs3b7fdecg.svg)](https://markdownregistry.com/a/art_sv27ahjs3b7fdecg)

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Versions

versioncommittedcommitsizeaudit
v1.0.1 latest2026-08-10 764ea20 11,270 BA view · diff
v1.0.02026-07-30 b16acbc 10,950 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (11270 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

minhnv0807/ai-business-skills · 581 stars · license MIT · pushed 2026-09-12 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_sv27ahjs3b7fdecg
GET https://markdownregistry.com/api/v1/resolve?ref=minhnv0807/ai-business-skills/51-audience-research-global
GET https://markdownregistry.com/api/v1/blob/c6dbd89cb4001e443002b702fcea37cfb38d037edf8cd83f1a5c1a04ed95030e

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.