indranilbanerjee/digital-marketing-pro · skills/focus-group/SKILL.md

focus-group skillA

focus-group is agent-read markdown (skill) from indranilbanerjee/digital-marketing-pro: Run a simulated focus group: AI personas grounded in your CRM data react to messaging, pricing, or creative stimuli, producing a transcript with per-segment sentiment, consensus themes, objections, and explicit confidence caveats — directional hypotheses, not real consumer research. Triggers on "/digital-marketing-pro:focus-group", "test this messaging before we spend on research", "how would our segments react to this pricing", "run a synthetic panel", "which positioning lands better". Builds a.

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 indranilbanerjee/digital-marketing-pro/focus-group@git:20260812.b624042
Exact content
mdr add indranilbanerjee/digital-marketing-pro/focus-group@sha256:4fc03fc8bc0c5afa

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_ubdnrucr5mhcxebx.svg)](https://markdownregistry.com/a/art_ubdnrucr5mhcxebx)

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Versions

versioncommittedcommitsizeaudit
git:20260812.b624042 latest2026-08-12 b624042 8,480 BA view · diff
git:20260709.294ff622026-07-09 294ff62 7,945 BA view · diff
git:20260508.d4086892026-05-08 d408689 7,537 BA view · diff
git:20260330.6a584192026-03-30 6a58419 7,461 BA view · diff
git:20260213.ffa2b772026-02-13 ffa2b77 7,558 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 (8480 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 · 823 stars · license MIT · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ubdnrucr5mhcxebx
GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/digital-marketing-pro/focus-group
GET https://markdownregistry.com/api/v1/blob/4fc03fc8bc0c5afa4fa6892741defdbbad2177964c89c0462cbaaeda244737a9

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