audience-intelligence SKILL.md skillA

audience-intelligence from indranilbanerjee/digital-marketing-pro is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add indranilbanerjee/digital-marketing-pro/audience-intelligence@git:20261011.7060934

Pins git:20261011.7060934 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
indranilbanerjee/digital-marketing-pro
Path
skills/audience-intelligence/SKILL.md
Versions recorded
8
Latest version
git:20261011.7060934, committed Oct 11, 2026
First version recorded
Mar 30, 2026
Size
14,900 bytes
Repository stars
898
License
MIT

Research audiences: personas, JTBD maps, RFM segments. One persona doc → audience-profile. "run a JTBD analysis".

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

# Audience Intelligence

> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is not found (macOS, many Linux systems).

## When to Use This Skill

Activate this module when the user's request involves any of the following:

- **Buyer Persona Creation**: Building detailed profiles of ideal customers for marketing and product decisions
- **Audience Research**: Understanding who a brand's customers or prospects are at a demographic, psychographic, and behavioral level
- **Segmentation Strategy**: Dividing an audience into meaningful groups for targeted marketing
- **Jobs-to-Be-Done (JTBD) Analysis**: Identifying the functional, social, and emotional jobs customers hire a product to do
- **Psychographic Profiling**: Understanding audience values, attitudes, interests, lifestyles, and motivations
- **Anti-Persona Definition**: Defining who is NOT the target customer to prevent wasted spend
- **Audience Sizing & TAM Estimation**: Estimating the size of addressable audience segments
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add indranilbanerjee/digital-marketing-pro/audience-intelligence@sha256:f8fbc2b53af9c78f

The line at the top of this page pins the label git:20261011.7060934, 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_ioe6qz6y2vw5kpan.svg)](https://markdownregistry.com/a/art_ioe6qz6y2vw5kpan)

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

Versions

The registry has recorded 8 versions of this file, between Mar 30, 2026 and Oct 11, 2026, about one every 28 days.

versioncommittedcommitsizeaudit
git:20261011.7060934 latest2026-10-11 7060934 14,900 BA view · diff
git:20261009.f3eee6a2026-10-09 f3eee6a 14,784 BA view · diff
git:20261009.e2988eb2026-10-09 e2988eb 14,638 BA view · diff
git:20260812.b6240422026-08-12 b624042 15,277 BA view · diff
git:20260729.ef551b02026-07-29 ef551b0 14,650 BA view · diff
git:20260709.294ff622026-07-09 294ff62 14,458 BA view · diff
git:20260508.d4086892026-05-08 d408689 14,426 BA view · diff
git:20260330.6a584192026-03-30 6a58419 14,407 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 (14900 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

indranilbanerjee/digital-marketing-pro · 898 stars · license MIT · pushed 2026-10-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ioe6qz6y2vw5kpan
GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/digital-marketing-pro/audience-intelligence
GET https://markdownregistry.com/api/v1/blob/f8fbc2b53af9c78fc67905d1b73735a209c565b66634da2eb6c830d3351f4adf

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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Every file in indranilbanerjee/digital-marketing-pro

Other files named audience-intelligence

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