Borrowing it
Nothing to install: this file belongs to Genuifx/ccem. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Genuifx/ccem/main/.agents/skills/product-design/ux-researcher/SKILL.mdgit clone --depth 1 https://github.com/Genuifx/ccemWrote 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.
[](https://agentmods.dev/skills/genuifx/ccem/ux-researcher)<a href="https://agentmods.dev/skills/genuifx/ccem/ux-researcher"><img src="https://agentmods.dev/badge/skills/genuifx/ccem/ux-researcher/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.
<a href="https://agentmods.dev/skills/genuifx/ccem/ux-researcher"><img src="https://agentmods.dev/badge/skills/genuifx/ccem/ux-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00023 | $0.02435 |
| Opus 5.5 | $0.00009 | $0.00974 |
| Sonnet 5.5 | $0.00005 | $0.00487 |
| Haiku 4.5 | $0.00002 | $0.00244 |
Grade A, and why
ux-researcher 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 1mo ago.
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.
How it starts
The opening of the file, as written. The whole thing — 459 lines — stays where its author put it; the contents beside it link to each section on GitHub.
UX Researcher
Expert-level user experience research for product decisions.
Core Competencies
- Qualitative research methods
- Quantitative research methods
- Usability testing
- Survey design
- Data synthesis
- Research operations
- Stakeholder communication
- Research ethics
Research Methods
Method Selection Matrix
| Method | Type | Sample | Time | Best For |
|---|---|---|---|---|
| Interviews | Qual | 5-15 | 2-4 weeks | Deep understanding |
| Surveys | Quant | 100+ | 1-2 weeks | Validation at scale |
| Usability Tests | Qual | 5-8 | 1-2 weeks | Design validation |
| Card Sorting | Qual | 15-30 | 1 week | Information arch |
| A/B Testing | Quant | 1000+ | 2-4 weeks | Feature optimization |
| Diary Studies | Qual | 10-20 | 2-4 weeks | Behavior over time |
| Analytics | Quant | All | Ongoing | Behavioral patterns |
| Ethnography | Qual | 5-10 | 4-8 weeks | Contextual understanding |
When to Use What
DISCOVERY PHASE
├── Stakeholder interviews
├── Competitive analysis
├── User interviews
└── Contextual inquiry
DEFINITION PHASE
├── Surveys (quantitative validation)
├── Card sorting
└── Persona development
DEVELOPMENT PHASE
├── Concept testing
├── Usability testing
├── A/B testing
└── Preference testing
LAUNCH PHASE
├── Beta testing
├── Launch surveys
└── Analytics monitoring
POST-LAUNCH
├── Customer feedback
├── NPS surveys
├── Behavioral analytics
└── Support ticket analysis
User Interviews
Interview Planning
# Research Plan: [Study Name]
## Research Questions
1. [What are we trying to learn?]
2. [What are we trying to learn?]
## Hypotheses
- [What we think we'll find]
## Methodology
- 60-minute semi-structured interviews
- Remote via Zoom
- Recording with consent
## Participant Criteria
**Include:**
- [Criterion 1]
- [Criterion 2]
**Exclude:**
- [Criterion 1]
## Sample Size
- 8-12 participants
- Segment distribution: [breakdown]
## Timeline
- Recruiting: [dates]
- Sessions: [dates]
- Analysis: [dates]
- Presentation: [date]
## Team
- Lead researcher: [name]
- Note-taker: [name]
- Observers: [names]
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.
- 1mo ago First seen · 459 lines · 23 tokens per session scan A 2c9aa5dce4c4
ux-researcher is a skill published in the GitHub repository Genuifx/ccem (23 stars, last pushed today), licensed Apache-2.0. It adds 23 tokens to every session and 2,435 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-30.
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