focus-group SKILL.md skillA
focus-group from indranilbanerjee/digital-marketing-pro is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add indranilbanerjee/digital-marketing-pro/focus-group@git:20261011.7060934Pins 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/focus-group/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261011.7060934, committed Oct 11, 2026
- First version recorded
- Feb 13, 2026
- Size
- 8,223 bytes
- Repository stars
- 936
- License
- MIT
Run a simulated focus group of CRM-grounded personas reacting to messaging or pricing. "run a focus group on this message".
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
# /digital-marketing-pro:focus-group
> **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).
## Purpose
Run a simulated focus group using synthetic audience panels built from real CRM data. Present stimuli (messaging, pricing, creative concepts, positioning statements) to AI-simulated personas representing actual customer segments and get structured response predictions with sentiment analysis. This command bridges the gap between gut-feel decisions and expensive real-world research by generating directional feedback grounded in behavioral profiles derived from your actual customer base. Synthetic focus groups are fast, repeatable, and free to run — making them ideal for narrowing options before committing budget to real qualitative research or live campaigns. Every output includes explicit confidence limitations so results are treated as informed hypotheses, not validated data.
## Input Required
The user must provide (or will be prompted for):
…Read the whole file at its exact version.
How to install
mdr add indranilbanerjee/digital-marketing-pro/focus-group@sha256:4d3ef17a05b58624The 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.
[](https://markdownregistry.com/a/art_ubdnrucr5mhcxebx)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Feb 13, 2026 and Oct 11, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.7060934 latest | 2026-10-11 | 7060934 | 8,223 B | A | view · diff |
| git:20261009.f3eee6a | 2026-10-09 | f3eee6a | 8,107 B | A | view · diff |
| git:20261009.e2988eb | 2026-10-09 | e2988eb | 7,961 B | A | view · diff |
| git:20260812.b624042 | 2026-08-12 | b624042 | 8,480 B | A | view · diff |
| git:20260709.294ff62 | 2026-07-09 | 294ff62 | 7,945 B | A | view · diff |
| git:20260508.d408689 | 2026-05-08 | d408689 | 7,537 B | A | view · diff |
| git:20260330.6a58419 | 2026-03-30 | 6a58419 | 7,461 B | A | view · diff |
| git:20260213.ffa2b77 | 2026-02-13 | ffa2b77 | 7,558 B | A | view |
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 (8223 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
indranilbanerjee/digital-marketing-pro · 936 stars · license MIT · pushed 2026-11-07 · 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/4d3ef17a05b58624d8757ae841fc9df0c52bfed79b70c2040dadd130014e2063
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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