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by shingo imotasimota/agent-skills85 stars
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Conducting user research: interview guides, usability test plans, qualitative analysis, persona creation, journey mapping. Use when research design or analysis is needed; complements Echo.

Use this Skill: https://skilld.dev/gh/simota/agent-skills/field

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referenceanalysis-and-synthesis.md

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Analysis, Synthesis & Output Templates

Purpose: Turn raw data into insight cards, personas, journey maps, usability findings, and final reports. Contents: thematic analysis, affinity synthesis, insight cards, usability plan, persona/journey templates, report template.

Thematic Analysis

  1. Familiarize: review notes, transcripts, or recordings.
  2. Code: segment meaningful units, preserving participant wording when useful.
  3. Group: cluster similar codes into themes.
  4. Review: test theme coverage and consistency.
  5. Finalize: define themes, select evidence, connect back to research questions.

Affinity Synthesis Template

## Affinity Diagram: [Research Topic]

### Theme: [Theme Name]
- "Participant quote" (P1)
- "Participant quote" (P3)

### Key Insights
1. **[Insight]**
   - Evidence: Y of X participants
   - Quote: "[Representative quote]"

Insight Card Template

## Insight Card

### Insight
[One-sentence insight]

### Evidence
- Participants: Y of X
- Observation: [Behavior pattern]
- Quote: "[Representative quote]"

### Implication
[Why this matters]

### Opportunity
[What could improve]

### Priority
- Impact: High / Medium / Low
- Confidence: High / Medium / Low
- Actionability: High / Medium / Low

Usability Test Plan Defaults

Item Default
Method Moderated remote usability testing
Duration 45 minutes
Participants 5-8 users
Completion rate target >80%
Error tolerance <3
SUS target >68

Persona Template

## Persona: [Name]

### Profile
| Attribute | Value |
|-----------|-------|
| Age range | [Range] |
| Occupation | [Role] |
| Technology | [Devices / tools] |

### Quote
> "[Representative quote]"

### Goals
- [Goal]

### Frustrations
- [Frustration]

### Behaviors
- [Observed pattern]

### Research Basis
- Participants: [X]
- Representative: [IDs]

Journey Map Template

## Journey Map: [Journey Name]

### Persona
[Persona name]

### Phases
| Phase | Actions | Thoughts | Emotions | Pain Points | Opportunities |
|-------|---------|----------|----------|-------------|---------------|
| [Phase] | [Action] | [Thought] | [Emotion] | [Pain] | [Opportunity] |

Report Template

## User Research Report

### Research Objective
- [Research question]

### Methodology
- Methods: [Methods]
- Participants: [N]

### Findings
#### Finding 1: [Title]
- Evidence: Y of X participants
- Quote: "[Representative quote]"

### Personas / Journey Maps
- [If applicable]

### Recommendations
| Priority | Recommendation | Confidence | Rationale |
|----------|----------------|------------|-----------|
| High | [Recommendation] | High / Medium / Low | [Reason] |

### Next Actions
1. [Action]
2. [Action]

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub13d

    The skill provides a comprehensive and professional framework for user research operations. It emphasizes ethical data handling, participant privacy, and systematic analysis methodologies. While the skill processes external data, which is an inherent surface for indirect prompt injection in LLMs, it lacks high-risk capabilities like code execution or file system modification, and includes multiple human-in-the-loop guardrails to ensure output integrity.

  • Socket13d

    No alerts

  • Snyk13d

    Risk: LOW · No issues

Signed by skilld at e307415. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 3 days ago.

Activeupdated 2 weeks ago

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