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📊 公开数据一览
| 📦 榜单安装量 | 11.0K |
| ⭐ GitHub Stars | 63(fork 6) |
| 🗓️ 最近推送 | 2026-08-03 |
| 🌱 项目创建 | 2026-02-06 |
| 💻 语言 / License | Python · MIT |
| 🐛 开放Issue | 2 |
📝 工具简介
为AI编程代理提供网页内容提取技能,配合搜索和深度研究使用。
📖 怎么用
先装 Parallel 全家桶:跑 `parallel-cli skills install` 装全部技能,或在 Claude Code 里 `/plugin marketplace add parallel-web/parallel-agent-skills` 再 `/plugin install parallel`,记得重启。然后执行 `/parallel:parallel-cli-setup` 完成 CLI 安装、认证和充值。搞定后就能用了,比如 `/parallel:parallel-web-search latest React 19 features` 搜资料,或者 `/parallel:parallel-web-extract https://docs.parallel.ai` 抓取网页内容。
📋 迷你测评
给AI编程代理用的网页内容提取技能,配合搜索和深度研究场景。亮点是定位明确,专为代理设计,不搞花活。适合需要快速抓取网页信息的开发流程。
📄 README 要点
这是给AI编程Agent用的并行网页内容提取技能包,和搜索、深度研究、数据增强是同一套体系。大部分执行技能需要先装好parallel命令行工具,完成安装、认证和充值。有个专门的设置技能会一步步引导Agent完成整个安装流程。装好插件后,在Agent里运行/parallel:parallel cli setup就能搞定。它还能把应用自己的网页数据集成迁移到Parallel API上,不过那个需要单独的API密钥做实时测试。安装方式支持Cursor、Cline、GitHub Copilot等,Claude Code有专门的插件市场版本,OpenAI Codex用内置安装器就行。
查看英文原文
Parallel Agent Skills Agent Skills for Parallel — web search, content extraction, deep research, and data enrichment for AI coding agents. Prerequisites Most execution skills require parallel cli (installed, authenticated, and funded). The parallel cli setup skill walks an agent through install, auth, balance, and skills install end to end — install the plugin/skills below, then run /parallel:parallel cli setup from your agent. migrate to parallel updates an application's own web data integration. It uses the appropriate Parallel API or SDK and needs PARALLEL API KEY only for an explicitly authorized live smoke test. Installation Agent Skills Use parallel cli to install skills into Cursor, Cline, GitHub Copilot, and other compatible agents. [安装/使用命令见下方] Claude Code Available as a Claude Code Plugin Marketplace. [安装/使用命令见下方] OpenAI Codex Install skills using the built in skill installer (run inside Codex): [安装/使用命令见下方] Then run the setup skill to install/auth the CLI: [安装/使用命令见下方] CDN and discovery A human + machine readable catalog is published at skills.parallel.ai. Useful endpoints: skills.parallel.ai — human friendly catalog and install instructions skills.parallel.ai/index.json — machine readable skill index https://skills.parallel.ai/ /SKILL.md — live raw skill file https://skills.parallel.ai/ /manifest.json — file manifest + checksums https://skills.parallel.ai/ /versions.json — release history for that skill https://skills.parallel.ai/archives/ / .zip — immutable GitHub Release archive via CDN redirect Skills Skills follow the Agent Skills specification and double as Claude Code slash commands. Skill Description parallel web search Web search (default for most research queries) parallel web extract Extract content from URLs, articles, PDFs parallel deep research Comprehensive research and analysis parallel data enrichment Enrich lists of companies, people, products parallel findall Discover entities matching a natural language description parallel monitor Con
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