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noah-1106/openexcard

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23 stars 品質 49 トレンド 10MIT

OpenExCard - Open Agent Execution Cards: A workflow framework for AI agents

概要

- Production-ready workflow cards for AI agents\ - 可直接用于生产的 AI Agent 工作流卡片 An is a that: - Defines rather than — it's an execution standard, not a task list - Transforms agent-dependent "memory" into file-based "conventions" - Provides step-by-step workflows with clear resource dependencies - Ensures consistent, repeatable execution across sessions : - 定义**而非** — 是执行标准,不是任务列表 - 将依赖 Agent 的"记忆"转化为依赖文件的"约定" - 提供分步骤的工作流程和清晰的资源依赖 - 确保跨会话的一致、可重复执行 Unlike examples or tutorials that leave you guessing, each ExCard is production-ready: - ✅ — Just modify config paths and run, no development from scratch — 只需修改配置路径即可运行,无需从零开发 - ✅ — Dependencies, requirements, and caveats clearly listed — 清晰列出依赖、需求和注意事项 - ✅ — Each card has its own folder with EC and documentation — 每张卡片都有独立的文件夹,包含 EC 和文档 - ✅ — Combine multiple ECs with LongTask System for complex workflows — 配合长程任务管理系统组合多张 EC 实现复杂工作流 1. The truth of workflows lies in files, not in anyone's memory.

README

以下は原文 README の抜粋です。原文を見る。

OpenExCard

An open Agent Execution Cards system - Production-ready workflow cards for AI agents
开放式的智能助理执行卡片 - 可直接用于生产的 AI Agent 工作流卡片


What is OpenExCard? / 什么是 OpenExCard?

OpenExCard is an open Agent Execution Card system for orchestrating AI agent workflows.

OpenExCard 是一个开放式智能助理执行卡片系统,用于编排 AI Agent 工作流。

What is an Execution Card? / 什么是执行卡片?

An Execution Card (EC) is a scenario-based work agreement and prompt template that:

  • Defines “how to do” rather than “what to do” — it’s an execution standard, not a task list
  • Transforms agent-dependent “memory” into file-based “conventions”
  • Provides step-by-step workflows with clear resource dependencies
  • Ensures consistent, repeatable execution across sessions

执行卡片(EC)是场景化的工作约定和提示词模板:

  • 定义**“怎么做"而非"做什么”** — 是执行标准,不是任务列表
  • 将依赖 Agent 的"记忆"转化为依赖文件的"约定"
  • 提供分步骤的工作流程和清晰的资源依赖
  • 确保跨会话的一致、可重复执行

Why OpenExCard? / 为什么选择 OpenExCard?

Unlike examples or tutorials that leave you guessing, each ExCard is production-ready:

与让你猜的示例或教程不同,每张 ExCard 都是生产就绪的:

  • ✅ Ready to use — Just modify config paths and run, no development from scratch
    开箱即用 — 只需修改配置路径即可运行,无需从零开发

  • ✅ Well-documented — Dependencies, requirements, and caveats clearly listed
    文档完善 — 清晰列出依赖、需求和注意事项

  • ✅ Self-contained — Each card has its own folder with EC and documentation
    独立完整 — 每张卡片都有独立的文件夹,包含 EC 和文档

  • ✅ Composable — Combine multiple ECs with LongTask System for complex workflows
    可组合 — 配合长程任务管理系统组合多张 EC 实现复杂工作流

Design Philosophy / 设计哲学

“让工作流程成为人与AI平等遵守和传承的组织资产,而非绑定于某个人的个人技艺”

“Workflows as organizational assets, equally honored by humans and AI, not personal crafts bound to individuals”

Three Core Beliefs / 三大信仰:

  1. Equal Partnership / 平等协作
    The truth of workflows lies in files, not in anyone’s memory. Both humans and AI follow the same documented conventions. 工作流的真相在文件里,不在任何人的记忆中。人类和 AI 都遵循同样的文件约定。

  2. Transferable, Not Bound / 可传承,非绑定
    Workflows exist independently of individuals (human or AI), becoming digital assets that persist and evolve. 工作流独立于个体(人或 AI)而存在,成为可持续演进的数字资产。

  3. From Artisanal to Industrial / 从手工作坊到工业化
    Transforming personal craftsmanship into reproducible, standardized methodologies that any agent can execute. 将个人技艺转化为可复制的标准化方法论,任何代理都能执行。

Project Goals / 项目目标

To make AI agent workflows:

GitHub で README 全文を見る

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インストール

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