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AutoGLM AI agent toolkit powered by Zhipu AI. Includes browser automation, deep research, web search, image generation, image search, and web page content ex...
---
name: autoglm-toolkit
version: 1.0.0
description: >
AutoGLM AI agent toolkit powered by Zhipu AI. Includes browser automation,
deep research, web search, image generation, image search, and web page
content extraction. Perfect for Chinese internet tasks.
Triggers: "浏览器自动化", "深度研究", "网络搜索", "AI生图", "搜图",
"网页抓取", "AutoGLM", "智谱".
tags: [autoglm, zhipu, browser, automation, research, search, image, chinese, ai-agent]
env:
AUTOGLM_TOKEN: "AutoGLM API token (obtained from local service or manual config)"
---
# AutoGLM Toolkit (智谱 AI 工具箱)
A comprehensive AI agent toolkit powered by [Zhipu AI](https://zhipuai.cn). Includes 6 capabilities:
1. **🌐 Browser Automation** — Autonomous browser agent for any web task
2. **🔍 Deep Research** — Multi-round search + deep reading for structured reports
3. **🔎 Web Search** — Quick web search with concise results
4. **🎨 Image Generation** — Text-to-image generation
5. **🖼️ Image Search** — Search for stock images by keywords
6. **📄 Web Page Reader** — Extract full-text content from web pages
---
## Authentication
All API calls share the same authentication mechanism.
### Token
Obtain via local AutoGLM service or manual configuration.
### Signing Headers (required for all requests)
Every request must include these headers:
| Header | Value |
|--------|-------|
| `Authorization` | `Bearer <token>` |
| `X-Auth-Appid` | Your app ID |
| `X-Auth-TimeStamp` | Current Unix timestamp (seconds) |
| `X-Auth-Sign` | MD5(`appid` + `"&"` + `timestamp` + `"&"` + `secret`) |
```python
import hashlib, time
def make_headers(token, app_id, secret):
ts = str(int(time.time()))
sign = hashlib.md5(f"{app_id}&{ts}&{secret}".encode()).hexdigest()
return {
'Authorization': f'Bearer {token}',
'X-Auth-Appid': app_id,
'X-Auth-TimeStamp': ts,
'X-Auth-Sign': sign,
'Content-Type': 'application/json'
}
```
---
## 1. Browser Automation Agent
Autonomous browser automation agent that can perform any web task.
### Capabilities
- Open web pages, search engines (Baidu/Google/Bing)
- Browse social media (Weibo, Xiaohongshu, Zhihu, Douyin, Bilibili)
- Like, comment, repost, bookmark posts
- Login to websites, fill forms
- Take screenshots, scrape web content
- Online shopping comparisons
- Operate online documents (Feishu Docs, Tencent Docs)
### Usage
```bash
# Delegate entire task to autonomous browser subagent
browser_subagent(task="<task_description>", start_url="<url>")
```
### Key Parameters
| Parameter | Required | Description |
|-----------|----------|-------------|
| `task` | ✅ | Task description (use user's exact words) |
| `start_url` | Optional | Starting URL for the task |
| `session_id` | Optional | Resume previous browser session |
| `auto_approve` | Optional | Auto-approve sensitive operations (default: false) |
### Session Management
- Sessions persist in session pool with 12-hour TTL
- Same-site tasks reuse existing sessions
- Different-site tasks open new browser tabs
- Login/captcha always requires manual user interaction
### Important Rules
1. One task at a time (no concurrent browser tasks)
2. Always show screenshots in results
3. Default to 5 items when user doesn't specify quantity
4. Separate browser operations from non-browser operations (like saving to Excel)
---
## 2. Deep Research (深度调研)
Conduct in-depth research on any topic with structured output.
### Process
1. **Decompose**: Break topic into 1-2 key search directions
2. **Search**: 1-2 rounds of web search (controlled quantity)
3. **Deep Read**: Open 1-3 important pages for full-text analysis
4. **Report**: Generate structured research report
### API Endpoints
```python
# Web Search
POST https://autoglm-api.zhipuai.cn/agentdr/v1/assistant/skills/web-search
Body: {"queries": [{"query": "<search_term>"}]}
# Returns: data.results[].webPages.value[] → name / url / snippet
# Open Link (Deep Read)
POST https://autoglm-api.zhipuai.cn/agentdr/v1/assistant/skills/open-link
Body: {"url": "<page_url>"}
# Returns: data.text → full page content
```
### Execution Constraints
- `web-search` max 2 calls
- `open-link` max 3 calls
- Show intermediate results after each call
- Stop when sufficient information is gathered
### Output Format
```markdown
# [Topic] 深度调研报告
## 中间发现
## 概述
## 背景
## 现状分析
## 典型案例 / 代表性观点
## 发展趋势
## 总结
## 参考来源
```
---
## 3. Web Search (网络搜索)
Quick web search with structured results.
### API
```python
POST https://autoglm-api.zhipuai.cn/agentdr/v1/assistant/skills/web-search
Body: {"queries": [{"query": "<search_term>"}]}
```
### Response
```json
{
"code": 0,
"data": {
"results": [{
"webPages": {
"value": [
{"name": "Page Title", "url": "URL", "snippet": "Summary"}
]
}
}]
}
}
```
### Output Requirements
1. Summarize search results based on snippets
2. Append reference sources with links
---
## 4. Image Generation (AI 生图)
Generate images from text descriptions.
### API
```python
POST https://autoglm-api.zhipuai.cn/agentdr/v1/assistant/skills/generate-image
Body: {"text": "<image_description>"}
```
### Response
```json
{
"code": 0,
"data": {"image_url": "https://..."}
}
```
Display result as: ``
---
## 5. Image Search (搜图)
Search for images by keywords.
### API
```python
POST https://autoglm-api.zhipuai.cn/agentdr/v1/assistant/skills/search-image
Body: {"query": "<search_keywords>"}
```
### Response
```json
{
"code": 0,
"data": {
"results": [{
"original_url": "image_url",
"caption": "description",
"source": "source",
"original_width": 1267,
"original_height": 845
}],
"count": 4
}
}
```
---
## 6. Web Page Reader (网页阅读)
Extract full-text content from a web page URL.
### API
```python
POST https://autoglm-api.zhipuai.cn/agentdr/v1/assistant/skills/open-link
Body: {"url": "<page_url>"}
```
### Response
```json
{
"code": 0,
"data": {"text": "Full page content..."}
}
```
### Output Requirements
1. Extract `data.text` as page content
2. Summarize or display based on user's goal
3. Never fabricate content on API error
---
## API Quick Reference
| Capability | Endpoint | Method |
|------------|----------|--------|
| Web Search | `/skills/web-search` | POST |
| Open Link | `/skills/open-link` | POST |
| Generate Image | `/skills/generate-image` | POST |
| Search Image | `/skills/search-image` | POST |
Base URL: `https://autoglm-api.zhipuai.cn/agentdr/v1/assistant`
---
## Notes
- All APIs use the same authentication signature mechanism
- Python 3 with standard library only (no extra dependencies)
- Particularly effective for Chinese internet content
- Browser agent requires Chromium-based browser with AutoClaw extension
don't have the plugin yet? install it then click "run inline in claude" again.