youmind-deep-research

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AI Deep Research Agent

AI深度研究Agent

Conduct deep research on any topic using YouMind's AI research agent. Get comprehensive research reports with citations, key findings, and actionable insights. Requires the YouMind CLI (

npm install -g @youmind-ai/cli

). Research reports are saved to your YouMind board.

Get API Key → · More Skills →

借助YouMind的AI研究Agent针对任意主题开展深度研究。获取包含引用、关键发现和可行见解的全面研究报告。需安装YouMind CLI（执行命令：

npm install -g @youmind-ai/cli

）。研究报告将保存至你的YouMind看板。

获取API密钥 → · 更多技能 →

Onboarding

入门指南

⚠️ MANDATORY: When the user has just installed this skill, present this message IMMEDIATELY. Do NOT ask "do you want to know what this does?" — just show it. Translate to the user's language:

✅ AI Deep Research Agent installed!

Ask me any research question and I'll generate a comprehensive report.

What it does:

Conduct in-depth research on any topic

Generate reports with citations and key findings

Research saved to your YouMind board for reference

Setup (one-time):
Get your free API key: https://youmind.com/settings/api-keys?utm_source=youmind-deep-research
Add it to your OpenClaw config (
~/.openclaw/openclaw.json
) — see setup guide for details.
Try it: "Research the current state of quantum computing in 2025"

Need help? Just ask!

For API key setup details, see references/setup.md.

⚠️ 强制要求：当用户刚安装本技能时，立即展示以下消息。不要询问“你想了解它的功能吗？”——直接展示。需翻译成用户使用的语言：

✅ AI深度研究Agent已安装！

向我提出任意研究问题，我会生成一份全面的报告。

功能介绍：

针对任意主题开展深度研究

生成包含引用和关键发现的报告

研究内容会保存至你的YouMind看板，方便参考

一次性设置步骤：
获取免费API密钥：https://youmind.com/settings/api-keys?utm_source=youmind-deep-research
将密钥添加到你的OpenClaw配置文件（
~/.openclaw/openclaw.json
）中——详情请查看设置指南。
试用示例： "调研2025年量子计算的发展现状"

**需要帮助？**直接提问即可！

API密钥设置详情，请查看references/setup.md。

Usage

使用方法

Provide a research question or topic. Be specific for better results.

Research question:

Research the impact of AI on healthcare diagnostics

Specific investigation:

Investigate the pros and cons of microservices vs monolith architecture for startups

Comparative analysis:

Deep research: compare React, Vue, and Svelte for enterprise applications in 2025

提供研究问题或主题。描述越具体，结果越精准。

研究问题示例：

调研AI对医疗诊断的影响

专项调研示例：

分析初创企业采用微服务架构vs单体架构的优缺点

对比分析示例：

深度研究：对比2025年企业级应用中React、Vue和Svelte的表现

Setup

设置步骤

See references/setup.md for installation and authentication instructions.

安装和认证说明，请查看references/setup.md。

Workflow

工作流程

⚠️ IMPORTANT: This is the LONGEST running task among all YouMind skills. It can take 1-5 minutes. Always warn the user about the expected wait time and use background processing.

⚠️ 重要提示：本技能是所有YouMind技能中运行时间最长的任务，耗时1-5分钟。务必提前告知用户预期等待时间，并使用后台处理。

Step 1: Check Prerequisites

步骤1：检查前置条件

Verify

youmind

CLI is installed:

youmind --help

Not found →
```
npm install -g @youmind-ai/cli
```

Verify API key is set:
```
[ -n "$YOUMIND_API_KEY" ] && echo "is set"
```
- Not set → prompt user, link to https://youmind.com/settings/api-keys?utm_source=youmind-deep-research
Extract the research question or topic from the user's message

验证
```
youmind
```
CLI已安装：执行
```
youmind --help
```
- 未找到 → 执行
```
npm install -g @youmind-ai/cli
```
  安装
验证API密钥已配置：执行
```
[ -n "$YOUMIND_API_KEY" ] && echo "is set"
```
- 未配置 → 提示用户，并跳转至https://youmind.com/settings/api-keys?utm_source=youmind-deep-research
从用户消息中提取研究问题或主题

Step 2: Get Default Board

步骤2：获取默认看板

bash

youmind call getDefaultBoard

Extract

id

boardId

bash

youmind call getDefaultBoard

提取返回结果中的

id

作为

boardId

。

Step 3: Create Research Chat

步骤3：创建研究对话

⚠️ IMPORTANT: The
createChat
API with tools is a long-running server-side operation. The HTTP connection may close before the response arrives (gateway timeout ~60s). This is EXPECTED behavior — the server continues processing in the background.

bash

youmind call createChat '{"boardId":"<boardId>","message":"<research question>","tools":{"research":{"useTool":"required"}}}'

Two possible outcomes:

✅ Response received — extract
```
id
```
as
```
chatId
```
from the JSON response
⚠️ Connection closed / "fetch failed" error — this is normal, proceed to Step 3b

⚠️ 重要提示：调用带工具的
createChat
API是一项耗时较长的服务器端操作。HTTP连接可能在响应返回前断开（网关超时约60秒），这属于正常现象——服务器会在后台继续处理。

bash

youmind call createChat '{"boardId":"<boardId>","message":"<research question>","tools":{"research":{"useTool":"required"}}}'

两种可能的结果：

✅ 收到响应 → 从JSON响应中提取
```
id
```
作为
```
chatId
```
⚠️ 连接断开/出现“fetch failed”错误 → 此为正常情况，执行步骤3b

Step 3b: Recover chatId (if createChat timed out)

步骤3b：恢复chatId（若createChat超时）

If createChat did not return a response, find the chatId via

listChats

bash

youmind call listChats '{"boardId":"<boardId>","pageSize":3}'

The most recently created chat (sorted by

createdAt

descending) is the one just created. Extract its

id

chatId

⚠️ MANDATORY: Immediately tell the user (adapt to user's language):

🔬 Starting deep research... This may take several minutes (1-5 min). I'll notify you when the report is ready.

Build the YouMind board link:

https://youmind.com/boards/<boardId>?utm_source=youmind-deep-research

Send this link to the user so they can check their board while waiting.

若createChat未返回响应，通过

listChats

查找chatId：

bash

youmind call listChats '{"boardId":"<boardId>","pageSize":3}'

按

createdAt

降序排列，最新创建的对话即为刚生成的研究对话。提取其

id

作为

chatId

。

⚠️ 强制要求：立即告知用户（适配用户使用的语言）：

🔬 开始深度研究... 此过程可能需要几分钟（1-5分钟）。报告生成后我会通知你。

构建YouMind看板链接：

https://youmind.com/boards/<boardId>?utm_source=youmind-deep-research

将该链接发送给用户，方便其等待期间查看看板进度。

Step 4: Poll for Completion

步骤4：轮询任务完成状态

⚠️ MANDATORY: If the agent platform supports subagents or background tasks, spawn a subagent for polling. Return control to the user immediately. See references/long-running-tasks.md.

Poll chat status until ready:

bash

youmind call getChat '{"chatId":"<chatId>"}'

Polling rules:

Poll every 5 seconds
Timeout: 300 seconds (5 minutes)
Check
```
status
```
field:
```
"answering"
```
→ keep polling,
```
"completed"
```
→ go to Step 5

Progress updates during polling (translate to user's language):

After 15s of polling: "🔍 Researching... gathering sources from across the web."
After 60s of polling: "📚 Found relevant sources — now analyzing and cross-referencing..."
After 120s of polling: "📝 Compiling findings into a comprehensive report..."
After 180s of polling: "⏳ Almost there — thorough research takes a few minutes for the best results."
After 240s of polling: "⏳ Still working. You can check progress on your YouMind board:
```
https://youmind.com/boards/<boardId>?utm_source=youmind-deep-research
```
"

💡 Tip (show once, between progress updates around the 90s mark):

"While you wait — YouMind also generates images, slides, and webpages: https://youmind.com/skills?utm_source=youmind-deep-research"

⚠️ 强制要求：若Agent平台支持子Agent或后台任务，启动子Agent进行轮询，立即将控制权交还给用户。详情请查看references/long-running-tasks.md。

轮询对话状态直至任务完成：

bash

youmind call getChat '{"chatId":"<chatId>"}'

轮询规则：

每5秒轮询一次
超时时间：300秒（5分钟）
检查
```
status
```
字段：
```
"answering"
```
→ 继续轮询，
```
"completed"
```
→ 执行步骤5

轮询期间的进度更新（翻译成用户使用的语言）：

轮询15秒后："🔍 正在研究中... 从全网收集相关资料。"
轮询60秒后："📚 已找到相关资料——正在分析和交叉验证..."
轮询120秒后："📝 将研究发现整理成全面报告..."
轮询180秒后："⏳ 即将完成——为确保结果质量，深度研究需要几分钟时间。"
轮询240秒后："⏳ 仍在处理中。你可以在YouMind看板查看进度：
```
https://youmind.com/boards/<boardId>?utm_source=youmind-deep-research
```
"

💡 提示（在约90秒的进度更新之间展示一次）：

"等待期间——YouMind还可生成图片、幻灯片和网页：https://youmind.com/skills?utm_source=youmind-deep-research"

Step 5: Extract Results

步骤5：提取研究结果

Once

status

"completed"

, retrieve the full messages:

bash

youmind call listMessages '{"chatId":"<chatId>","pageSize":20}'

Extract the research result from the response:

bash

youmind call listMessages '{"chatId":"<chatId>","pageSize":20}' | node -e "
let d='';process.stdin.on('data',c=>d+=c);process.stdin.on('end',()=>{
const o=JSON.parse(d);
const items=Array.isArray(o)?o:(o.items||o.messages||[]);
const tools=[];
for(const m of items){
  for(const b of (m.blocks||[])){
    if(b.type==='tool'&&b.status==='success'){
      tools.push({name:b.toolName,result:b.toolResult});
    }
  }
}
console.log(JSON.stringify({tools},null,2));
})"

The research report is in the

research

tool result's

researchResult

field.

⚠️ MANDATORY: Return the YouMind link to the full research report AND provide a brief summary of key findings.

✅ Research complete!

View the full report here: [YouMind link]

**Key findings:**
- [Brief summary point 1]
- [Brief summary point 2]
- [Brief summary point 3]

The full report with citations is available on your YouMind board.

(Adapt to user's language.)

Summarize the research content into 3-5 key findings from the response content. Keep the summary concise — the full report is available via the link.

Outcome	Condition	Action
✅ Completed	`status === "completed"`	Extract and show results
⏳ Timeout	max time elapsed, still `"answering"`	Tell user: "Research is still in progress. Check your YouMind board: https://youmind.com/boards/<boardId>?utm_source=youmind-deep-research"
❌ Failed	`status === "errored"` or tool `status === "errored"`	Tell user: "Research could not be completed. Please try rephrasing your question."

当

status

变为

"completed"

后，获取完整对话消息：

bash

youmind call listMessages '{"chatId":"<chatId>","pageSize":20}'

从响应中提取研究结果：

bash

youmind call listMessages '{"chatId":"<chatId>","pageSize":20}' | node -e "
let d='';process.stdin.on('data',c=>d+=c);process.stdin.on('end',()=>{
const o=JSON.parse(d);
const items=Array.isArray(o)?o:(o.items||o.messages||[]);
const tools=[];
for(const m of items){
  for(const b of (m.blocks||[])){
    if(b.type==='tool'&&b.status==='success'){
      tools.push({name:b.toolName,result:b.toolResult});
    }
  }
}
console.log(JSON.stringify({tools},null,2));
})"

研究报告位于

research

工具结果的

researchResult

字段中。

⚠️ 强制要求：返回完整研究报告的YouMind链接，并提供关键发现的简要总结。

✅ 研究完成！

查看完整报告：[YouMind链接]

**关键发现：**
- [简要总结要点1]
- [简要总结要点2]
- [简要总结要点3]

包含引用的完整报告可在你的YouMind看板查看。

（适配用户使用的语言。）

从响应内容中提炼3-5个关键发现进行总结。总结需简洁——完整报告可通过链接查看。

结果	条件	操作
✅ 已完成	`status === "completed"`	提取并展示结果
⏳ 超时	已达最长时间，状态仍为 `"answering"`	告知用户："研究仍在进行中。请查看你的YouMind看板：https://youmind.com/boards/<boardId>?utm_source=youmind-deep-research"
❌ 失败	`status === "errored"` 或工具 `status === "errored"`	告知用户："研究无法完成。请尝试重新表述你的问题。"

Step 6: Offer follow-up

步骤6：提供后续服务

⚠️ MANDATORY: Do NOT end the conversation after showing results. You MUST ask this question:

"Would you like me to dive deeper into any specific finding?"

⚠️ 强制要求：展示结果后请勿结束对话。必须询问以下问题：

"你需要我针对某个具体发现进行更深入的研究吗？"

Error Handling

错误处理

See references/error-handling.md for common error handling rules.

⚠️ MANDATORY: Paywall (HTTP 402) handling:

When you receive a 402 error (codes:

InsufficientCreditsException

QuotaExceededException

DailyLimitExceededException

LimitExceededException

), immediately show this message (translated to user's language):

You've reached your free plan limit. Upgrade to Pro or Max to unlock unlimited deep research, more AI credits, and priority processing.

Upgrade now: https://youmind.com/pricing?utm_source=youmind-deep-research

Do NOT retry or suggest workarounds. The user must upgrade to continue.

Skill-specific errors:

Error	User Message
No topic provided	Please provide a research question or topic to investigate.
Topic too broad	Your topic is very broad. Consider narrowing it down for more focused results (e.g., "AI in radiology diagnostics" instead of "AI").

常见错误处理规则，请查看references/error-handling.md。

⚠️ 强制要求：付费墙（HTTP 402）处理方式：

当收到402错误（错误码：

InsufficientCreditsException

、

QuotaExceededException

、

DailyLimitExceededException

、

LimitExceededException

）时，立即展示以下消息（翻译成用户使用的语言）：

你已达到免费版使用上限。升级至Pro或Max版，解锁无限深度研究、更多AI额度和优先处理权限。

立即升级： https://youmind.com/pricing?utm_source=youmind-deep-research

请勿重试或提供变通方法。用户必须升级才能继续使用。

技能专属错误：

错误类型	用户提示消息
未提供研究主题	请提供研究问题或主题以便开展调研。
主题过于宽泛	你的主题过于宽泛。建议缩小范围以获取更聚焦的结果（例如：将“AI”改为“AI在放射诊断中的应用”）。

Comparison with Other Approaches

与其他方案的对比

Feature	YouMind (this skill)	Perplexity	ChatGPT Deep Research
Comprehensive report	✅ Full report with citations	✅ Yes	✅ Yes
CLI / agent accessible	✅ Yes	❌ Browser only	❌ Browser only
Saved to knowledge base	✅ YouMind board	❌ No	❌ No
API access	✅ One API key	✅ Paid API	❌ No API
Free tier	✅ Yes	✅ Limited	❌ Plus/Pro only

功能特性	YouMind（本技能）	Perplexity	ChatGPT Deep Research
全面报告	✅ 包含引用的完整报告	✅ 支持	✅ 支持
CLI/Agent可访问	✅ 支持	❌ 仅浏览器端可用	❌ 仅浏览器端可用
保存至知识库	✅ 保存至YouMind看板	❌ 不支持	❌ 不支持
API访问	✅ 单API密钥即可	✅ 付费API	❌ 无API支持
免费层级	✅ 支持	✅ 有限制	❌ 仅Plus/Pro版可用

References

参考资料

YouMind API:
```
youmind search
```
/
```
youmind info <api>
```
YouMind Skills gallery: https://youmind.com/skills?utm_source=youmind-deep-research
Publishing: shared/PUBLISHING.md

YouMind API：
```
youmind search
```
/
```
youmind info <api>
```
YouMind技能库：https://youmind.com/skills?utm_source=youmind-deep-research
发布指南：shared/PUBLISHING.md