ux-researcher-designer

ux-researcher-designer is a skill for Claude Code from Primadetaautomation/primadata-marketplace. It costs 51 tokens per session (1,651 once invoked), scanned A, original, MIT.

A toolkit for understanding how people use a product and turning that research into design decisions. It covers user profiles, customer journeys, usability testing, and research synthesis.

In plain words
What is it for?
Use it to create research-based personas, analyse behaviour, map customer journeys, plan usability studies, summarise research, and derive design implications.
Why use it?
It helps teams base design choices on user behaviour and research instead of assumptions. It also brings scattered research findings into a form the team can use.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to create research-based personas, analyse behaviour, map customer journeys, plan usability studies, summarise research, and derive design implications.

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Install with agentmods
npx agentmods add skills/primadetaautomation/primadata-marketplace/ux-researcher-designer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Primadetaautomation/primadata-marketplace --skill ux-researcher-designer
Clone the repo
git clone --depth 1 https://github.com/Primadetaautomation/primadata-marketplace

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ux-researcher-designer

README.md
[![agentmods](https://agentmods.dev/badge/skills/primadetaautomation/primadata-marketplace/ux-researcher-designer/github.svg)](https://agentmods.dev/skills/primadetaautomation/primadata-marketplace/ux-researcher-designer)
Your own site
<a href="https://agentmods.dev/skills/primadetaautomation/primadata-marketplace/ux-researcher-designer"><img src="https://agentmods.dev/badge/skills/primadetaautomation/primadata-marketplace/ux-researcher-designer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ux-researcher-designer

Your own site · 80×15
<a href="https://agentmods.dev/skills/primadetaautomation/primadata-marketplace/ux-researcher-designer"><img src="https://agentmods.dev/badge/skills/primadetaautomation/primadata-marketplace/ux-researcher-designer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,651 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.01651
Opus 5 $0.00026 $0.00826
Sonnet 5 $0.00010 $0.00330
Haiku 4.5 $0.00005 $0.00165

Measured 12d ago against content hash bba6a851aeb7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ux-researcher-designer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/persona_generator.py, scripts/persona-generator.ts), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/ux-researcher-designer/SKILL.md · 239 lines

How it starts

The opening of the file, as written. The whole thing — 239 lines — stays where its author put it; the contents beside it link to each section on GitHub.

UX Researcher & Designer

Comprehensive toolkit for user-centered research and experience design with data-driven approaches.

Overview

This skill provides professional UX research and design capabilities including persona generation from real user data, customer journey mapping, usability testing frameworks, and research synthesis methods.

When to Use This Skill

  • Creating data-driven user personas
  • Analyzing user behavior patterns and insights
  • Mapping customer journeys and touchpoints
  • Conducting usability research and validation
  • Synthesizing research data into actionable insights
  • Generating design implications from user data

Core Capabilities

1. Data-Driven Persona Generation

Create research-backed personas from quantitative and qualitative user data:

  • Analyze user behavior patterns from analytics
  • Identify persona archetypes automatically
  • Extract psychographics (motivations, values, attitudes)
  • Generate realistic usage scenarios
  • Provide confidence scoring based on sample size
  • Derive design implications from persona data

2. Persona Archetypes

Built-in archetype templates for common user types:

  • Power User: Tech-savvy, frequent user, efficiency-focused
  • Casual User: Occasional user, values simplicity and ease-of-use
  • Business User: ROI-focused, team collaboration oriented
  • Mobile First: Primarily mobile usage, on-the-go access

3. Customer Journey Mapping

Map complete user journeys with:

  • Touchpoint identification
  • Pain point analysis
  • Opportunity discovery
  • Emotion mapping across journey stages

4. Usability Testing Frameworks

Structured approaches for:

  • Test plan creation
  • Success metrics definition
  • User task scenarios
  • Observation frameworks

5. Research Synthesis

Transform raw research into insights:

  • Pattern identification across users
  • Theme extraction from interviews
  • Quantitative and qualitative data integration
  • Actionable design recommendations

Available Tools

Python Script: persona_generator.py

Location: scripts/persona_generator.py

Read the full file on GitHub · 239 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 239 lines · 51 tokens per session scan A bba6a851aeb7

Subscribe to this mod's changes

ux-researcher-designer is a skill published in the GitHub repository Primadetaautomation/primadata-marketplace (5 stars, last pushed 9mo ago), licensed MIT. It adds 51 tokens to every session and 1,651 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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