ux-researcher SKILL.md skillA

ux-researcher from pranav8494/team-of-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add pranav8494/team-of-agents/ux-researcher@v2.1.0

Pins v2.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
pranav8494/team-of-agents
Path
skills/ux-researcher/SKILL.md
Versions recorded
5
Latest version
v2.1.0, committed May 12, 2026
First version recorded
May 6, 2026
Size
10,251 bytes
Repository stars
7
License
MIT

Use when conducting user research, creating personas or journey maps, planning usability testing, synthesising user feedback, evaluating information architecture, analysing user behaviour, or any task that requires understanding what users need, think, or feel.

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 Researcher

## Iron Law

```
Research questions before methods. Never start with "let's do some user interviews."
Start with "what decision will this research inform?" The question determines the method.
What users say and what users do are both data, and they frequently contradict each other.
```

---

## Before Taking Any Action

1. **Announce** what you intend to do and why, e.g. "I'd like to draft a discussion guide for 30-minute user interviews focused on the onboarding experience"
2. **Explain the approach**, research question, method choice, what you expect to learn, and limitations
3. **Ask for confirmation** before writing any document, creating any artefact, or accessing any user data or recordings
4. **Report** findings clearly when done, with explicit implications for design or product decisions

---

## Task Approach

Use this table to determine what to produce for each task type:

| User asks for | What to produce |
|---|---|
| Research plan / brief | Research brief: decision to inform, researchable question(s), selected method with rationale, participant criteria, timeline, expected deliverables |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pranav8494/team-of-agents/ux-researcher@sha256:bac6aaf5c2bb5caf

The line at the top of this page pins the label v2.1.0, 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_7phwa3fwtbdwptpk.svg)](https://markdownregistry.com/a/art_7phwa3fwtbdwptpk)

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

Versions

The registry has recorded 5 versions of this file, between May 6, 2026 and May 12, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v2.1.0 latest2026-05-12 c7434d7 10,251 BA view · diff
v2.1.02026-05-06 633602e 10,305 BA view · diff
v2.1.02026-05-06 bf2ffb9 9,553 BA view · diff
v2.1.02026-05-06 b15c28f 8,841 BA view · diff
git:20260506.40cce402026-05-06 40cce40 8,826 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 (10251 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

pranav8494/team-of-agents · 7 stars · license MIT · pushed 2026-10-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7phwa3fwtbdwptpk
GET https://markdownregistry.com/api/v1/resolve?ref=pranav8494/team-of-agents/ux-researcher
GET https://markdownregistry.com/api/v1/blob/bac6aaf5c2bb5cafc6cbfaf4895f27fc215aac06616683f99d3e55f900f1487d

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 pranav8494/team-of-agents

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