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📊 公开数据一览
| 📦 榜单安装量 | 12.5K |
| ⭐ 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编程代理提供深度研究技能,支持网页搜索、内容提取和数据增强。
📖 怎么用
先装全套技能,跑 `parallel-cli skills install` 或 `/plugin marketplace add parallel-web/parallel-agent-skills` 加 `/plugin install parallel`(装完记得重启 Claude Code)。初始化关键一步是执行 `/parallel:parallel-cli-setup`,它会帮你装好 CLI、完成认证并充值。开始用直接发指令,比如 `/parallel:parallel-deep-research competitive landscape of AI code assistants` 就能做深度研究,其他搜索、提取、数据增强指令同理。
📋 迷你测评
给AI编程代理用的深度研究技能包,能搜网页、抓内容、做数据增强。亮点是研究链路完整,从搜索到提取一条龙。适合写代码时需要查资料的场景。
📄 README 要点
这是给Parallel平台做的Agent技能包,主要功能是网页搜索、内容提取、深度研究和数据增强,都是给AI编码代理用的。大部分技能需要先装好parallel命令行工具并完成认证和充值,有个专门的setup技能会一步步引导安装。另外还有个migrate技能是更新应用自己的网页数据集成,需要Parallel API密钥。安装方式挺灵活,可以用parallel cli装到Cursor、Cline、GitHub Copilot这些工具里,Claude Code有专门的插件市场,OpenAI Codex也有内置安装器。适合需要AI代理做深度网络调研和数据收集的场景。
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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