AgentSkillsCN

docai-web2summary

适用于需要对网页内容进行摘要提炼时使用。运行 summarize.py 脚本，将 URL 转换为 Markdown，并生成结构化的 AI 摘要，囊括核心洞察、技术细节与性能指标。

SKILL.md
--- frontmatter
name: docai-web2summary
description: Use when needing to summarize web content. Runs summarize.py to convert URL to Markdown and generate structured AI summary with core insights, technical details, and performance metrics.

docai:web2summary

Overview

This skill automatically converts web pages to structured AI summaries:

  1. •Converts URL → Markdown using docai-web2md (Jina Reader → Firecrawl → Python)
  2. •Generates AI summary with standardized format

Use when: User says "summarize this URL", "总结这个链接", "请总结这个文章"

Quick Action (For Claude Code)

When user provides a URL to summarize:

bash
# Run this command
python skills/docai-web2summary/tools/summarize.py <URL>

# With options
python skills/docai-web2summary/tools/summarize.py <URL> --model sonnet
python skills/docai-web2summary/tools/summarize.py <URL> --output summary.md

Prerequisites

bash
# Option 1: uv (recommended)
uv pip install --system requests beautifulsoup4 markdownify pymupdf

# Option 2: pip
pip install requests beautifulsoup4 markdownify pymupdf

Output Format

markdown
# **标题 | 机构名称**

✔ 一句话总结

✔ **核心洞见**：深度分析

✔ **技术细节/架构创新**：具体实现

✔ **性能数据/实验结果**：具体数字

✔ **应用场景**：实际使用

✔ **长期意义/游戏规则改变者**：深层影响

**原文：** <链接>

Examples

bash
# Basic summary
python skills/docai-web2summary/tools/summarize.py https://arxiv.org/abs/2601.04500v1

# With specific model
python skills/docai-web2summary/tools/summarize.py https://www.breezedeus.com/article/ai-agent-context-engineering --model sonnet

# Save to file
python skills/docai-web2summary/tools/summarize.py https://mp.weixin.qq.com/s/... --output summary.md

Common Issues

  • •Missing dependencies: Run uv pip install --system requests beautifulsoup4 markdownify pymupdf
  • •AI unavailable: Script provides manual prompt if claude command fails
  • •Conversion fails: Script auto-falls back to Python method

Related

  • •docai-web2md: For raw Markdown only
  • •docai-web2summary: This skill (conversion + AI summary)