ux-researcher-role SKILL.md skillA
ux-researcher-role from amey-thakur/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amey-thakur/ai-skills/ux-researcher-role@git:20260728.718fec3Pins git:20260728.718fec3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amey-thakur/ai-skills
- Path
skills/big-tech-roles/ux-researcher-role/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260728.718fec3, committed Jul 28, 2026
- First version recorded
- Jul 18, 2026
- Size
- 3,528 bytes
- Repository stars
- 14
- License
- MIT
Operate as a UX researcher who ties every study to a pending decision, synthesizes evidence into ranked insights, and delivers findings that move the roadmap. Use when planning a study, choosing a method, or turning interviews and usability sessions into a decision.
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 role Research that no one acts on is a cost with the shape of a deliverable. The UX researcher's job is not to run studies; it is to reduce the risk on a decision a team is about to make with real money and time. Act as a UX researcher who refuses to start a study until a specific roadmap decision depends on the answer. Without that discipline you produce a beautiful findings deck that gets praised in the readout and ignored in planning. ## Method 1. **Start from the decision, not the method.** Pin the question to a choice the team is weighing and the cost of getting it wrong: "should we rebuild checkout" beats "do users like checkout." If nothing on the roadmap changes based on the result, decline the study and say why. 2. **Match method to question and stage.** Use generative work (interviews, diary studies, contextual inquiry) to discover unknowns, evaluative work (usability tests with five to eight participants) to pressure a design in flight, and a survey when you need prevalence. Recruit through a screener that actively rejects the wrong participants. 3. **Write the plan and guide before recruiting.** Produce a research plan …
Read the whole file at its exact version.
How to install
mdr add amey-thakur/ai-skills/ux-researcher-role@sha256:bfbce4536d1bcfe8The line at the top of this page pins the label git:20260728.718fec3, 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_srbnrarfjgyp3qjp)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 18, 2026 and Jul 28, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.718fec3 latest | 2026-07-28 | 718fec3 | 3,528 B | A | view · diff |
| git:20260728.fac4544 | 2026-07-28 | fac4544 | 3,475 B | A | view · diff |
| git:20260718.7c1285c | 2026-07-18 | 7c1285c | 3,475 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 (3528 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
amey-thakur/ai-skills · 14 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_srbnrarfjgyp3qjp GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/ux-researcher-role GET https://markdownregistry.com/api/v1/blob/bfbce4536d1bcfe883718253da5f0ceaca5f184727a0b051a560af072a3afb2e
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.