ux-researcher-designer
Skill5 starsChanged 2 months agoMITView on GitHub
UX research and design toolkit: data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when creating personas, mapping user journeys, planning usability tests, or synthesizing research findings. Triggers: 'create persona', 'map user journey', 'plan usability test', 'synthesize research'. Do NOT use for UI implementation, visual design, or coding tasks.
15 other projects use a version of this, 9 of them edited.
Adopted by
Most recently taken up by
- darkweb19/skillstheir own version, first seen Nov 8, 2026
- OpenxIntelligence/Coding-Agent-Skillsedited, first seen Nov 1, 2026
- naman10parikh/pixeledited, first seen Oct 25, 2026
- I-Onlabs/claude-code-skillsedited, first seen Oct 25, 2026
- opensite-ai/opensite-skillsedited, first seen Oct 13, 2026
- nek1987/auto-agent-harnessedited, first seen Oct 11, 2026
Used with
Projects with it also use artifacts-builder.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Patrick-Git-CreatorSkillartifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
Also in 3 projects that use this
Other versions15 projects use a version of this.
Word for word · 0
None found.
Edited · 9
- maslennikov-ig/claude-code-orchestrator-kit★ 24816% same
- opensite-ai/opensite-skills★ 1516% same
- I-Onlabs/claude-code-skills★ 416% same
- nek1987/auto-agent-harness★ 416% same
- OpenxIntelligence/Coding-Agent-Skills★ 416% same
- jasonmichaelbell78-creator/sonash-v0★ 211% same
- Danservfinn/claude-skills★ 016% same
- harriswat/claude-skills★ 016% same
- naman10parikh/pixel★ 015% same
Wrote their own version · 6
- Hassaan146/claude-skills★ 18same name
- Hussain-Elfalah/Agentic-Skills★ 2same name
- mahiunfiltered/claude-code-skills★ 1same name
- darkweb19/skills★ 0same name
- prospapledge88/claude-skills★ 0same name
- stritar/skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository25 other files it gives its agents.
- AGENTS.mdAGENTS.md
- adk-engineerSkill
- agent-orchestratorSkill
- brainstormingSkill
- bugfixSkill
- classify-reviewSkill
- code-reviewerSkill
- codex-reviewSkill
- context7-skillsSkill
- developer-growth-analysisSkill
- file-organizerSkill
- gcp-deploy-guardianSkill
- gws-workspaceSkill
- handoverSkill
- modern-architectureSkill
- planSkill
- repo-cleanSkill
- review-loopSkill
- security-reviewSkill
- skill-creatorSkill
- supabase-nextjs-debuggerSkill
- tdd-workflowSkill
- test-falsifySkill
- ui-design-systemSkill
- ui-skillsSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 7 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
Usability testing: Create test frameworks, define tasks, structure findings.
- Distinctive: line 39
If input JSON is malformed, report the parse error with the expected schema.
- Very specific: line 40
If sample size is below 5, warn that personas are speculative and flag confidence as very low.
- Distinctive: line 41
If no interview data is provided, note that psychographic depth is limited to behavioral inference only.
“Common” is measured: kept by at least 6 in 10 of the 7 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
UX Researcher & Designer
Generate research-backed UX artifacts from user data.
Core Capabilities
- Persona generation: Analyze behavior patterns, identify archetypes, extract psychographics, generate scenarios, score confidence by sample size.
- Journey mapping: Map customer touchpoints, identify pain points, surface opportunities.
- Usability testing: Create test frameworks, define tasks, structure findings.
- Research synthesis: Aggregate insights across studies, prioritize by impact.
Persona Generator
Run: python scripts/persona_generator.py [json]
Input: JSON with user behavior data and interview transcripts. Output: Research-backed personas with design implications.
Required Input Fields
users: Array of user behavior records (sessions, actions, demographics).interviews(optional): Array of interview transcript summaries.
Output Includes
- Persona archetype with name, demographics, goals, frustrations.
- Behavioral patterns and psychographic profile.
- Usage scenarios with design implications.
- Confidence score based on sample size (
low< 10,medium10-50,high> 50).
Error Handling
- If input JSON is malformed, report the parse error with the expected schema.
- If sample size is below 5, warn that personas are speculative and flag confidence as
very low. - If no interview data is provided, note that psychographic depth is limited to behavioral inference only.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.