software-ux-research SKILL.md skillA
software-ux-research from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/software-ux-research@v1.3Pins v1.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/software-ux-research/SKILL.md- Versions recorded
- 1
- Latest version
- v1.3, committed Oct 5, 2026
- Size
- 16,492 bytes
- Repository stars
- 101
- License
- MIT
Guides user research and research ops. Use when running interviews, usability tests, surveys, or synthesis to de-risk product decisions; not experiments or review mining.
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
# Software UX Research Use this skill to reduce product and design risk with evidence. It owns research method choice, study design, findings synthesis, and research operations. It does not own UI implementation. ## Quick Reference | Need | Default | Output | |------|---------|--------| | discovery and JTBD | semi-structured interviews with a predeclared segment, saturation, and budget stop rule | opportunity brief | | usability evaluation | moderated tests covering each critical task and user group; iterate in small rounds | findings report with severity | | quantification after qual insight | survey or analytics review | segment or pattern readout | | causal change validation | controlled experiment or staged rollout | experiment brief | | research ops and repository design | lightweight intake, taxonomy, and consent model | research-ops recommendation | | accessibility or low-digital-literacy research | moderated sessions with adapted materials | risk and inclusion report | ## When to Use This Skill Use this skill when the main question is: - what user problem matters and for whom - whether a concept, flow, or prototype is understandable and usable …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/software-ux-research@sha256:347105a3f8a78d41The line at the top of this page pins the label v1.3, 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_dpr3drngwzr2j4bs)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 2026.
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 (16492 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
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dpr3drngwzr2j4bs GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/software-ux-research GET https://markdownregistry.com/api/v1/blob/347105a3f8a78d419bbfdd88c8bfc018db9c928264f1780dab7e065c232f4c07
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.