经 AI Skill Hub 精选评估，循环代理 获评「强烈推荐」。已获得 1.8k 颗 GitHub Star，这款Prompt模板在功能完整性、社区活跃度和易用性方面表现出色，AI 评分 8.0 分，适合有一定技术背景的用户使用。
循环代理 是经过精心设计和反复验证的专业 Prompt 模板集合。这些 Prompt 框架能够有效激活 Claude、ChatGPT 等大型语言模型的深层能力，让 AI 生成更准确、更有价值的输出结果。无需任何安装，直接复制模板内容到 AI 对话框即可使用。
循环代理 是经过精心设计和反复验证的专业 Prompt 模板集合。这些 Prompt 框架能够有效激活 Claude、ChatGPT 等大型语言模型的深层能力，让 AI 生成更准确、更有价值的输出结果。无需任何安装，直接复制模板内容到 AI 对话框即可使用。
# Prompt 无需安装，直接复制使用 # 支持：Claude / ChatGPT / Gemini / 通义千问 等主流模型 # 使用步骤 # 1. 复制 Prompt 模板内容 # 2. 粘贴到 AI 对话框 # 3. 替换 [占位符] 为实际内容 # 4. 发送后获取结构化输出 # 获取原始文件 git clone https://github.com/Forward-Future/loopy
# 粘贴到 Claude/ChatGPT 使用 # 示例 Prompt 结构： 你是一位 [角色]，擅长 [领域]。 请根据以下要求完成任务： 任务背景：[描述背景] 具体要求：[详细说明] 输出格式：[期望格式] # 将 [] 内内容替换为实际需求
# loopy 配置说明 # 查看配置选项 loopy --config-example > config.yml # 常见配置项 # output_dir: ./output # log_level: info # workers: 4 # 环境变量（覆盖配置文件） export LOOPY_CONFIG="/path/to/config.yml"
Loop Library has two separate but related parts in this repository:
| Part | What it is | Where it lives |
|---|---|---|
| **Loop Library website** | The public catalog where people and agents can browse published loops, read them, and copy their prompts. No installation is required. | [Live website](https://signals.forwardfuture.com/loop-library/) · all website code under [loop-library/](loop-library/) (shell in [loop-library/site/](loop-library/site/), database and rendering in [loop-library/worker/](loop-library/worker/)) |
| **Loopy skill** | An optional installable guide that helps an AI agent discover, find, audit, repair, craft, run, debrief, or prepare loops for publication. It uses the website's live catalog when recommending or publishing loops. | source in [skills/loopy/](skills/loopy/) |
The website is the library; Loopy is a companion way to work with it. You can browse or give an agent the website without installing Loopy. Installing Loopy adds the guided workflow, but it does not install or host the website.
Agents that do not have Loopy can use the published agent guide, agent instructions, JSON catalog, or plain-text catalog directly.
Each published loop tells an agent what to do, how to check its work, what to try next, and when to stop.
You need Node.js and npx. Pick the platform you use:
| Platform | Install command |
|---|---|
| Codex | npx skills add Forward-Future/loopy --skill loopy --agent codex -g -y |
| Cursor | npx skills add Forward-Future/loopy --skill loopy --agent cursor -g -y |
| Claude Code | npx skills add Forward-Future/loopy --skill loopy --agent claude-code -g -y |
To install it for all three at once:
npx skills add Forward-Future/loopy \
--skill loopy \
--agent codex \
--agent cursor \
--agent claude-code \
-g -yUsing another agent? Run the interactive installer and choose from the agents it detects:
npx skills add Forward-Future/loopy --skill loopy -gThe command parts mean:
- Forward-Future/loopy is the GitHub repository to install from. - --skill loopy selects this skill from the repository. - --agent ... selects the agent that should receive it. - -g makes it available in all your projects. Leave -g off to install it only in the current project. - -y accepts the install prompts. Leave it off if you want to review the choices interactively.
If an agent was already open and Loopy does not appear, restart that agent.
The previous loop-library skill name remains available as a compatibility alias for existing installations. Use loopy for all new installations and explicit invocations.
Voting is stored in a dedicated SQLite Durable Object. Reading totals is public, but casting, changing, or removing a vote requires a GitHub login. Set SESSION_SECRET and the GitHub OAuth client credentials as Worker secrets; use loop-library/worker/.dev.vars.example for local variable names only. Register the canonical callbacks shown in AGENTS.md, then deploy the Worker before the site shell because the shell calls the new auth and vote routes.
The here.now proxy does not forward browser cookies or mutation Origin headers and follows upstream redirects. The OAuth flow therefore uses an HMAC-signed, browser-nonce-bound state value and a no-store callback bridge. The bridge saves the signed session token in tab-scoped sessionStorage; session lookup and vote writes send it only inside same-origin JSON request bodies.
Auth and proxy changes use a fail-closed staged rollout. Temporarily set VOTING_UI_ENABLED=false while the Worker and proxy are deployed, then complete a GitHub login, nonce-bound callback, session, vote, reload, and logout smoke test on the canonical domain. Commit the value as the exact string true and redeploy only the Worker after the smoke test passes; the already-published site will reveal voting without another site publish.
Read AGENTS.md before editing loops or publishing the site. It contains the source-of-truth rules for database publishing, generated responses, form security, and clean-main deployments.
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高质量的AI代理循环库，自动化工作流
AI Skill Hub 为第三方内容聚合平台，本页面信息基于公开数据整理，不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后，再部署至生产环境，并做好必要的安全评估。
✅ MIT 协议 — 最宽松的开源协议之一，可自由商用、修改、分发，仅需保留版权声明。
AI Skill Hub 点评：循环代理 的核心功能完整，质量优秀。对于内容创作者和自媒体人来说，这是一个值得纳入个人工具库的选择。建议先在非生产环境试用，再逐步推广。
| 原始名称 | loopy |
| Topics | promptagent-skillsautomationai-agents |
| GitHub | https://github.com/Forward-Future/loopy |
| License | MIT |
| 语言 | JavaScript |
收录时间：2026-06-27 · 更新时间：2026-06-27 · License：MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。
选择 Agent 类型，复制安装指令后粘贴到对应客户端