research

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English

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Chinese

Research Skill

调研Skill

Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations.

可针对任意主题开展全面调研，自动收集来源、进行分析并生成带引用的结果。

Authentication

身份验证

This skill only supports API key authentication.

Create an account at inspiro.top
Generate your API key
Add it to
```
~/.claude/settings.json
```
:

json

{
  "env": {
    "INSPIRO_API_KEY": "inspiro-your-api-key-here"
  }
}

Only API key authentication is supported.

本Skill仅支持API密钥身份验证。

在inspiro.top创建账号
生成你的API密钥
添加到
```
~/.claude/settings.json
```
：

json

{
  "env": {
    "INSPIRO_API_KEY": "inspiro-your-api-key-here"
  }
}

仅支持API密钥身份验证。

Quick Start

快速开始

Tip: Research can take 30-120 seconds. Press Ctrl+B to run in the background.

提示：调研过程需要30-120秒，按Ctrl+B可后台运行。

Using the Script

使用脚本

bash

./scripts/research.sh '<json>' [output_file]

Examples:

bash

undefined

bash

./scripts/research.sh '<json>' [output_file]

示例：

bash

undefined

Basic research

基础调研

./scripts/research.sh '{"input": "quantum computing trends"}'

With pro model for comprehensive analysis

使用专业模型进行全面分析

./scripts/research.sh '{"input": "AI agents comparison", "model": "pro"}'

Save to file

保存到文件

./scripts/research.sh '{"input": "market analysis for EVs", "model": "pro"}' ./ev-report.md

Quick targeted research

快速定向调研

./scripts/research.sh '{"input": "climate change impacts", "model": "mini"}'

undefined

./scripts/research.sh '{"input": "climate change impacts", "model": "mini"}'

undefined

Parameters

参数

Field	Type	Default	Description
`input`	string	Required	Research topic or question
`model`	string	`"mini"`	Model: `mini` , `pro` , `auto`

字段	类型	默认值	描述
`input`	string	必填	调研主题或问题
`model`	string	`"mini"`	模型可选值： `mini` , `pro` , `auto`

Model Selection

模型选择

Rule of thumb: "what does X do?" -> mini. "X vs Y vs Z" or "best way to..." -> pro.

Model	Use Case	Speed
`mini`	Single topic, targeted research	~30s
`pro`	Comprehensive multi-angle analysis	~60-120s
`auto`	API chooses based on complexity	Varies

经验法则：询问“X的功能是什么？”类问题选mini，“X vs Y vs Z”对比类或“最佳实现方式”类问题选pro。

模型	适用场景	速度
`mini`	单一主题、定向调研	~30秒
`pro`	全面多维度分析	~60-120秒
`auto`	API根据问题复杂度自动选择	时长不定

Examples

示例

Quick Overview

快速概览

bash

./scripts/research.sh '{"input": "What is retrieval augmented generation?", "model": "mini"}'

bash

./scripts/research.sh '{"input": "What is retrieval augmented generation?", "model": "mini"}'

Technical Comparison

技术对比

bash

./scripts/research.sh '{"input": "LangGraph vs CrewAI for multi-agent systems", "model": "pro"}'

bash

./scripts/research.sh '{"input": "LangGraph vs CrewAI for multi-agent systems", "model": "pro"}'

Market Research

市场调研

bash

./scripts/research.sh '{"input": "Fintech startup landscape 2025", "model": "pro"}' fintech-report.md

bash

./scripts/research.sh '{"input": "Fintech startup landscape 2025", "model": "pro"}' fintech-report.md