people-research

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🇺🇸

Original

English

🇨🇳

Translation

Chinese

People Research

人物调研

Tool Restriction (Critical)

工具限制（重要）

ONLY use

web_search_advanced_exa

. Do NOT use

web_search_exa

or any other Exa tools.

仅使用

web_search_advanced_exa

。不得使用

web_search_exa

或其他任何Exa工具。

Token Isolation (Critical)

Token隔离（重要）

Never run Exa searches in main context. Always spawn Task agents:

Agent runs Exa search internally
Agent processes results using LLM intelligence
Agent returns only distilled output (compact JSON or brief markdown)
Main context stays clean regardless of search volume

绝不要在主上下文运行Exa搜索，始终生成Task Agent：

Agent在内部运行Exa搜索
Agent利用LLM智能处理结果
Agent仅返回提炼后的输出（简洁JSON或简短markdown）
无论搜索量多大，主上下文始终保持整洁

Dynamic Tuning

动态调优

No hardcoded numResults. Tune to user intent:

User says "a few" → 10-20
User says "comprehensive" → 50-100
User specifies number → match it
Ambiguous? Ask: "How many profiles would you like?"

不要硬编码numResults参数，需根据用户意图调整：

用户说“几个”→ 10-20条
用户说“全面的”→ 50-100条
用户指定数量→ 匹配该数量
意图模糊时？询问：“您需要多少份资料？”

Query Variation

查询变体

Exa returns different results for different phrasings. For coverage:

Generate 2-3 query variations
Run in parallel
Merge and deduplicate

不同的措辞会让Exa返回不同结果。为保证覆盖范围：

生成2-3个查询变体
并行运行搜索
合并并去重结果

分类选择

Use appropriate Exa

category

depending on what you need:

```
people
```
→ LinkedIn profiles, public bios (primary for discovery)
```
personal site
```
→ personal blogs, portfolio sites, about pages
```
news
```
→ press mentions, interviews, speaker bios
No category (
```
type: "auto"
```
) → general web results, broader context

Start with

category: "people"

for profile discovery, then use other categories or no category with

livecrawl: "fallback"

for deeper research on specific individuals.

根据需求选择合适的Exa

category

参数：

```
people
```
→ LinkedIn资料、公开个人简介（用于人物发现的首选分类）
```
personal site
```
→ 个人博客、作品集网站、关于页面
```
news
```
→ 媒体报道、访谈、演讲者简介
不指定分类（
```
type: "auto"
```
）→ 通用网页结果、更广泛的背景信息

人物资料发现优先使用

category: "people"

，之后可针对特定人物使用其他分类或不指定分类并搭配

livecrawl: "fallback"

进行深度调研。

Category-Specific Filter Restrictions

分类专属过滤限制

When using

category: "people"

, these parameters cause errors:

```
startPublishedDate
```
/
```
endPublishedDate
```
```
startCrawlDate
```
/
```
endCrawlDate
```
```
includeText
```
/
```
excludeText
```
```
excludeDomains
```
```
includeDomains
```
— LinkedIn domains only (e.g., "linkedin.com")

When searching without a category, all parameters are available (but

includeText

excludeText

still only support single-item arrays).

使用

category: "people"

时，以下参数会导致错误：

```
startPublishedDate
```
/
```
endPublishedDate
```
```
startCrawlDate
```
/
```
endCrawlDate
```
```
includeText
```
/
```
excludeText
```
```
excludeDomains
```
```
includeDomains
```
— 仅支持LinkedIn域名（例如："linkedin.com"）

不指定分类时，所有参数均可使用（但

includeText

excludeText

仍仅支持单元素数组）。

LinkedIn搜索

Public LinkedIn via Exa:

category: "people"

, no other filters. Auth-required LinkedIn → use Claude in Chrome browser fallback.

通过Exa获取公开LinkedIn资料：使用

category: "people"

，不添加其他筛选条件。需要权限的LinkedIn内容→ 回退使用Chrome浏览器中的Claude。

Browser Fallback

浏览器回退方案

Auto-fallback to Claude in Chrome when:

Exa returns insufficient results
Content is auth-gated
Dynamic pages need JavaScript

出现以下情况时自动回退到Chrome浏览器中的Claude：

Exa返回结果不足
内容需要权限访问
动态页面需要JavaScript支持

Examples

示例

Discovery: find people by role

人物发现：按职位查找

web_search_advanced_exa {
  "query": "VP Engineering AI infrastructure",
  "category": "people",
  "numResults": 20,
  "type": "auto"
}

web_search_advanced_exa {
  "query": "VP Engineering AI infrastructure",
  "category": "people",
  "numResults": 20,
  "type": "auto"
}

With query variations

使用查询变体

web_search_advanced_exa {
  "query": "machine learning engineer San Francisco",
  "category": "people",
  "additionalQueries": ["ML engineer SF", "AI engineer Bay Area"],
  "numResults": 25,
  "type": "deep"
}

web_search_advanced_exa {
  "query": "machine learning engineer San Francisco",
  "category": "people",
  "additionalQueries": ["ML engineer SF", "AI engineer Bay Area"],
  "numResults": 25,
  "type": "deep"
}

Deep dive: research a specific person

深度调研：特定人物研究

web_search_advanced_exa {
  "query": "Dario Amodei Anthropic CEO background",
  "type": "auto",
  "livecrawl": "fallback",
  "numResults": 15
}

web_search_advanced_exa {
  "query": "Dario Amodei Anthropic CEO background",
  "type": "auto",
  "livecrawl": "fallback",
  "numResults": 15
}

News mentions

媒体报道查询

web_search_advanced_exa {
  "query": "Dario Amodei interview",
  "category": "news",
  "numResults": 10,
  "startPublishedDate": "2024-01-01"
}

web_search_advanced_exa {
  "query": "Dario Amodei interview",
  "category": "news",
  "numResults": 10,
  "startPublishedDate": "2024-01-01"
}

Output Format

输出格式

Return:

Results (name, title, company, location if available)
Sources (Profile URLs)
Notes (profile completeness, verification status)

返回内容需包含：

结果（姓名、职位、公司、所在地，如有）
来源（资料链接）
备注（资料完整性、验证状态）