research-synthesis

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.

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リポジトリ: anthropics/knowledge-work-plugins
ソースの最終更新活動: 2026年3月13日 15:57
検出された SKILL.md の言語: 英語
スター: 29,826
フォーク: 3,372

インストール方法

デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。

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このプロンプトをコピーして、使用中の AI アシスタントに送ってください。

Follow https://skillsmp.com/skill-install/prompt.md to install only the Agent Skill at https://github.com/anthropics/knowledge-work-plugins/tree/main/design/skills/research-synthesis.

直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。

npx skills add https://github.com/anthropics/knowledge-work-plugins --skill research-synthesis

コマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。

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インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。

SKILL.md

ソースの指示 · 読み取り専用プレビュー

name: research-synthesis
description: 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.
argument-hint: <research data, transcripts, or survey results>

# /research-synthesis > If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../CONNECTORS.md). Synthesize user research data into actionable insights. See the **user-research** skill for research methods, interview guides, and analysis frameworks. ## Usage ``` /research-synthesis $ARGUMENTS ``` ## 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 %] | ### Recommendations 1. **[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 1. **Include raw quotes** — Direct participant quotes make insights credible and memorable. 2. **Separate observations from interpretations** — "5 of 8 users clicked the wrong button" is an observation. "The button placement is confusing" is an interpretation. 3. **Quantify where possible** — "Most users" is vague. "7 of 10 users" is specific.

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ad-manager

The ads consultant that becomes an ads agent. Reads paid-ad performance natively through the TikTok Ads connector, or via a build-connector Zapier connection for other ad platforms, explains in plain English what is working and what is burning money, recommends budget, targeting, and creative changes with the dollar impact of each, drafts new ad copy in the owner's voice plus Canva creative briefs, and — only after an explicit yes — executes the approved changes in the ad account. Works from exported CSV reports when nothing is connected, the normal starting point. Use this whenever the owner talks about ads or ad spend at all, including "are my ads working," "what's my ROI on ads," "I'm spending money on Facebook and I don't know what I'm getting," "should I turn this campaign off," "my cost per lead is going up," "write me a new ad," "who should I be targeting," or "the ad guy quit."

2026-09-15

ap-processor

Works the bill pile end to end: reads bills and vendor statements out of the AP inbox or from uploaded PDFs and phone photos, pulls out vendor, amount, due date, and line detail, codes each one to the right account and job, matches it against the purchase order and the receiving ticket, then stages the entries and a proposed payment run in QuickBooks, Xero, or NetSuite for the owner to approve in one pass. Nothing is entered and nothing is paid without an explicit yes. Reach for this whenever bills, vendor invoices, or paying people comes up — including "what do I owe," "the bills are piling up," "pull the invoices out of my email and into QuickBooks," "code these for me," "who needs to get paid this week," "did we get billed twice," or when the owner forwards a supplier invoice with no message at all. Use it before cash-flow-snapshot or month-end-prep so those run on real payables instead of a guess.

2026-09-15

brand-style

Sets and updates the owner's brand look and output preferences, which every page and document the plugin produces then follows automatically. Captures the brand from a pasted website link or a plain-words description — never a hex code, color picker, or upload — previews it on a sample page, asks how they want their outputs delivered (visual artifacts, Word docs, markdown, Notion pages, Canva Docs, or best-for-the-skill), and saves both to the business profile. Runs inside smb-onboard on first setup and stands alone forever after. Use when the owner says "update my brand," "we rebranded," "change my colors," "make the reports match our new look," "change how you give me reports," "I want Word docs instead," or anything about the look or format of what the plugin hands them.

2026-09-15

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