ux-product-auditor SKILL.md skillA

ux-product-auditor from cbrock84/headcount is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add cbrock84/headcount/ux-product-auditor@git:20260916.e72e404

Pins git:20260916.e72e404 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
cbrock84/headcount
Path
plugins/product/skills/ux-product-auditor/SKILL.md
Versions recorded
3
Latest version
git:20260916.e72e404, committed Sep 16, 2026
First version recorded
Aug 28, 2026
Size
5,016 bytes
Repository stars
2,543
License
MIT

Audits a website, app, onboarding flow, or design for usability, conversion, and product problems, tying every finding to a business outcome and a severity. Use this to review an interface, diagnose low conversion or activation, find where users drop off, get structured product feedback, or decide which UX fixes to ship first. For raising visual quality rather than finding problems, use `interface-craft`.

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

# UX and product auditor

A finding that does not name a consequence is an opinion. Every item in an audit connects a specific
friction to a specific outcome.

## Audit by walking the real path

Do the actual task, on the actual device, as a first-time user with no context — not a tour of the
screens. Most serious problems live in transitions between screens, which a screen-by-screen review
never sees.

Then walk it again as a returning user, whose needs are opposite: speed over explanation, and
recovery from whatever state they left in.

## Lenses

Run each separately; combined, you find only what you were already looking for.

- **Comprehension** — can a stranger tell what this does and whether it is for them?
- **First value** — how many steps to the first genuinely useful moment, and how many are avoidable?
- **Friction** — every field, click, decision, and wait. Which are load-bearing and which are
  habit?
- **Trust** — does anything ask for more than it has earned at that point?
- **Recovery** — what happens on error, empty, slow, offline, or wrong input?
- **Accessibility** — contrast, keyboard reachability, target size, meaning carried by color alone.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add cbrock84/headcount/ux-product-auditor@sha256:8a1dc0e9051ff9c3

The line at the top of this page pins the label git:20260916.e72e404, 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_dq5z5lxspl7acs7f.svg)](https://markdownregistry.com/a/art_dq5z5lxspl7acs7f)

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

Versions

The registry has recorded 3 versions of this file, between Aug 28, 2026 and Sep 16, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20260916.e72e404 latest2026-09-16 e72e404 5,016 BA view · diff
git:20260901.aa453832026-09-01 aa45383 4,677 BA view · diff
git:20260828.f80dcb52026-08-28 f80dcb5 4,316 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 (5016 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

cbrock84/headcount · 2,543 stars · license MIT · pushed 2026-10-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dq5z5lxspl7acs7f
GET https://markdownregistry.com/api/v1/resolve?ref=cbrock84/headcount/ux-product-auditor
GET https://markdownregistry.com/api/v1/blob/8a1dc0e9051ff9c36227be5726b9149dcd755599a4d62428f031bc8012768669

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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