Research Synthesis

作者 anthropicsae1513ea94dc无许可证27K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库今天更新

Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be distilled into patterns, user segments, and prioritized next steps.

精选仅含说明Research & Analysis

AI 生成的概览

将用户研究数据综合为主题、洞察、用户分群和优先级建议。

功能: 接收访谈记录、问卷结果、可用性测试笔记、支持工单或 NPS/CSAT 反馈，并将其提炼为结构化的综合报告。输出包括执行摘要、带出现频率和支持性引语的关键主题、洞察到机会的对照表、识别出的用户分群、按优先级排序的建议、待研究问题以及方法说明。还描述了可选的连接器集成，用于拉取反馈、用分析数据验证发现，以及发布到研究库。
适用场景: 当你有原始用户研究材料，需要提炼为模式、用户分群和优先级后续步骤时使用。适用于访谈、问卷或可用性测试之后的产品或用户体验研究综合。
运行要求: 仅为说明文档，不含脚本。文中描述了用户反馈、产品分析和知识库的可选连接器，但并非必需。

/research-synthesis

If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.

Synthesize user research data into actionable insights. See the user-research skill for research methods, interview guides, and analysis frameworks.

Usage

What I Accept

Interview transcripts or notes
Survey results (CSV, pasted data)
Usability test recordings or notes
Support tickets or feedback
NPS/CSAT responses
App store reviews

Output

markdown

## Research Synthesis: [Study Name]**Method:** [Interviews / Survey / Usability Test] | **Participants:** [X]**Date:** [Date range] | **Researcher:** [Name]
### Executive Summary[3-4 sentence overview of key findings]
### Key Themes
#### Theme 1: [Name]**Prevalence:** [X of Y participants]**Summary:** [What this theme is about]**Supporting Evidence:**- "[Quote]" — P[X]- "[Quote]" — P[X]**Implication:** [What this means for the product]
#### Theme 2: [Name][Same format]
### Insights → Opportunities
| Insight | Opportunity | Impact | Effort ||---------|-------------|--------|--------|| [What we learned] | [What we could do] | High/Med/Low | High/Med/Low |
### User Segments Identified| Segment | Characteristics | Needs | Size ||---------|----------------|-------|------|| [Name] | [Description] | [Key needs] | [Rough %] |
### Recommendations1. **[High priority]** — [Why, based on which findings]2. **[Medium priority]** — [Why]3. **[Lower priority]** — [Why]
### Questions for Further Research- [What we still don't know]
### Methodology Notes[How the research was conducted, any limitations or biases to note]

## Research Synthesis: [Study Name]**Method:** [Interviews / Survey / Usability Test] | **Participants:** [X]**Date:** [Date range] | **Researcher:** [Name]
### Executive Summary[3-4 sentence overview of key findings]
### Key Themes
#### Theme 1: [Name]**Prevalence:** [X of Y participants]**Summary:** [What this theme is about]**Supporting Evidence:**- "[Quote]" — P[X]- "[Quote]" — P[X]**Implication:** [What this means for the product]
#### Theme 2: [Name][Same format]
### Insights → Opportunities
| Insight | Opportunity | Impact | Effort ||---------|-------------|--------|--------|| [What we learned] | [What we could do] | High/Med/Low | High/Med/Low |
### User Segments Identified| Segment | Characteristics | Needs | Size ||---------|----------------|-------|------|| [Name] | [Description] | [Key needs] | [Rough %] |
### Recommendations1. **[High priority]** — [Why, based on which findings]2. **[Medium priority]** — [Why]3. **[Lower priority]** — [Why]
### Questions for Further Research- [What we still don't know]
### Methodology Notes[How the research was conducted, any limitations or biases to note]

If Connectors Available

If ~~user feedback is connected:

Pull support tickets, feature requests, and NPS responses to supplement research data
Cross-reference themes with real user complaints and requests

If ~~product analytics is connected:

Validate qualitative findings with usage data and behavioral metrics
Quantify the impact of identified pain points

If ~~knowledge base is connected:

Search for prior research studies and findings to compare against
Publish the synthesis to your research repository

Tips

Include raw quotes — Direct participant quotes make insights credible and memorable.
Separate observations from interpretations — "5 of 8 users clicked the wrong button" is an observation. "The button placement is confusing" is an interpretation.
Quantify where possible — "Most users" is vague. "7 of 10 users" is specific.

来源与署名

来源：anthropics/knowledge-work-plugins位于design/skills/research-synthesis提交ae1513e

许可证：无许可证

内容归原作者所有。SourceWeft 从公开仓库中收录这些内容。

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Research Synthesis

/research-synthesis

Usage

What I Accept

Output

If Connectors Available

Tips

来源与署名

更多来自 anthropics/knowledge-work-plugins 的技能

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Tax Prep

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Smb Router

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