paperclipai / paperclip
paperclipai / paperclip
Paperclip is the app people use to manage AI agents for work. Open-source orchestration for teams of AI agents. If OpenClaw is an employee, Paperclip is the company. Paperclip 是人们用于管理工作 AI 代理的应用程序。它是 AI 代理团队的开源编排工具。如果说 OpenClaw 是员工，那么 Paperclip 就是公司。
Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard. It looks like a task manager. Under the hood: org charts, budgets, governance, goal alignment, and agent coordination. Manage business goals, not pull requests. Paperclip 是一个 Node.js 服务器和 React UI，用于编排 AI 代理团队以运营业务。你可以引入自己的代理，分配目标，并从一个仪表板跟踪工作和成本。它看起来像一个任务管理器。其底层逻辑包括：组织架构图、预算、治理、目标对齐和代理协调。管理业务目标，而不是 Pull Request。
Step Example
步骤示例
01 Define the goal: “Build the #1 AI note-taking app to $1M MRR.” 01 定义目标：“打造排名第一的 AI 笔记应用，实现 100 万美元的月经常性收入 (MRR)。”
02 Hire the team: CEO, CTO, engineers, designers, marketers — any bot, any provider. 02 组建团队：CEO、CTO、工程师、设计师、营销人员——任何机器人，任何提供商。
03 Approve and run: Review strategy. Set budgets. Hit go. Monitor from the dashboard. 03 批准并运行：审查策略。设置预算。点击开始。从仪表板进行监控。
Works with
兼容工具
OpenClaw, Claude Code, Codex, Cursor, Bash, HTTP. If it can receive a heartbeat, it’s hired. OpenClaw、Claude Code、Codex、Cursor、Bash、HTTP。只要能接收心跳信号，就能被录用。
Paperclip is right for you if:
如果符合以下情况，Paperclip 非常适合你：
- ✅ You want to build autonomous AI companies
- ✅ 你想构建自主运行的 AI 公司
- ✅ You coordinate many different agents (OpenClaw, Codex, Claude, Cursor) toward a common goal
- ✅ 你需要协调多个不同的代理（OpenClaw、Codex、Claude、Cursor）以实现共同目标
- ✅ You have 20 simultaneous Claude Code terminals open and lose track of what everyone is doing
- ✅ 你同时打开了 20 个 Claude Code 终端，却无法追踪每个终端在做什么
- ✅ You want agents running autonomously 24/7, but still want to audit work and chime in when needed
- ✅ 你希望代理 24/7 自主运行，但仍想审计工作并在需要时介入
- ✅ You want to monitor costs and enforce budgets
- ✅ 你想监控成本并强制执行预算
- ✅ You want a process for managing agents that feels like using a task manager
- ✅ 你想要一种像使用任务管理器一样管理代理的流程
- ✅ You want to manage your autonomous businesses from your phone
- ✅ 你想通过手机管理你的自主业务
The four pillars
四大支柱
Four things have to work for an organization of AI agents to actually produce: the tasks, the org, the training, and the infrastructure. Paperclip is built around exactly those four pillars. 要让 AI 代理组织真正产出成果，必须做好四件事：任务、组织、培训和基础设施。Paperclip 正是围绕这四个支柱构建的。
| Pillar | Built for | What it covers |
|---|---|---|
| 支柱 | 服务对象 | 涵盖内容 |
| Agentic Task Manager | Everyone, daily | Tasks, approvals & review gates · proactive agent coworkers · auditable routines & workflows · verify from diffs, screenshots & tests |
| 代理任务管理器 | 全员，日常 | 任务、审批与审查门控 · 主动型代理同事 · 可审计的例程与工作流 · 通过差异、截图和测试进行验证 |
| Org Chart for Agents | Managers | Mixed human + agent org chart · responsibilities, delegation, specialization · governance: who can do what · scoped secrets & company boundaries |
| 代理组织架构图 | 管理者 | 人机混合组织架构图 · 职责、授权、专业化 · 治理：谁能做什么 · 作用域内的密钥与公司边界 |
| Agent Employee Training | Enablers | Skill Studio & shared org-wide skills · evals & saved test runs · active learning loops & quality metrics · performance reviews for agents |
| 代理员工培训 | 赋能者 | 技能工作室与全组织共享技能 · 评估与保存的测试运行 · 主动学习循环与质量指标 · 代理绩效评估 |
| Agentic OS | IT & platform | Cross-provider runtime: any model, any agent · sandboxing, integrations & MCP servers · SSO, GRC, RBAC & cost controls · data privacy, internal trace collection, compounding data value |
| 代理操作系统 | IT 与平台 | 跨提供商运行时：任何模型、任何代理 · 沙箱、集成与 MCP 服务器 · SSO、GRC、RBAC 与成本控制 · 数据隐私、内部追踪收集、复合数据价值 |
Features
功能特性
- 🔌 Bring Your Own Agent: Any agent, any runtime, one org chart. If it can receive a heartbeat, it’s hired.
- 🔌 自带代理 (BYOA)：任何代理、任何运行时，统一组织架构图。只要能接收心跳信号，就能被录用。
- 🎯 Goal Alignment: Every task traces back to the company mission. Agents know what to do and why.
- 🎯 目标对齐：每项任务都可追溯至公司使命。代理清楚要做什么以及为什么做。
- 💓 Heartbeats: Agents wake on a schedule, check work, and act. Delegation flows up and down the org chart.
- 💓 心跳机制：代理按计划唤醒、检查工作并采取行动。授权在组织架构图中上下流动。
- 💰 Cost Control: Monthly budgets per agent. When they hit the limit, they stop. No runaway costs.
- 💰 成本控制：每个代理的月度预算。达到限额即停止，杜绝失控成本。
- 🏢 Multi-Company: One deployment, many companies. Complete data isolation. One control plane for your portfolio.
- 🏢 多公司支持：一次部署，管理多家公司。数据完全隔离。为你的投资组合提供统一控制平面。
- 🎫 Ticket System: Every conversation traced. Every decision explained. Full tool-call tracing and immutable audit log.
- 🎫 工单系统：追踪每一次对话。解释每一个决策。完整的工具调用追踪和不可篡改的审计日志。
- 🛡️ Governance: Approve hires, override strategy, pause or terminate any agent — at any time.
- 🛡️ 治理：随时批准录用、覆盖策略、暂停或终止任何代理。
- 📊 Org Chart: Hierarchies, roles, reporting lines. Your agents have a boss, a title, and a job description.
- 📊 组织架构图：层级、角色、汇报线。你的代理拥有上司、头衔和职位描述。
- 📱 Mobile Ready: Monitor and manage your autonomous businesses from anywhere.
- 📱 移动端就绪：随时随地监控和管理你的自主业务。
Problems Paperclip solves
Paperclip 解决的问题
| Without Paperclip | With Paperclip |
|---|---|
| 没有 Paperclip 时 | 使用 Paperclip 后 |
| ❌ You have 20 Claude Code tabs open and can’t track which one does what. On reboot you lose everything. | ✅ Tasks are ticket-based, conversations are threaded, sessions persist across reboots. |
| ❌ 你打开了 20 个 Claude Code 标签页，无法追踪每个标签页的功能。重启后一切丢失。 | ✅ 任务基于工单，对话有线程，会话在重启后依然持久化。 |
| ❌ You manually gather context from several places to remind your bot what you’re actually doing. | ✅ Context flows from the task up through the project and company goals — your agent always knows what to do and why. |
| ❌ 你需要手动从多处收集上下文来提醒机器人你正在做什么。 | ✅ 上下文从任务流向项目和公司目标——你的代理始终清楚要做什么以及为什么做。 |
| ❌ Folders of agent configs are disorganized and you’re re-inventing task management, communication, and coordination between agents. | ✅ Paperclip gives you org charts, ticketing, delegation, and governance out of the box — so you run a company, not a pile of scripts. |
| ❌ 代理配置文件文件夹杂乱无章，你不得不重复造轮子来管理任务、沟通和代理间的协调。 | ✅ Paperclip 开箱即用提供组织架构图、工单、授权和治理——让你运营的是一家公司，而不是一堆脚本。 |
| ❌ Runaway loops waste hundreds of dollars of tokens and max your quota before you even know what happened. | ✅ Cost tracking surfaces token budgets and throttles agents when they’re out. Management prioritizes with budgets. |
| ❌ 失控的循环浪费了数百美元的 Token，在你意识到之前就耗尽了配额。 | ✅ 成本追踪显示 Token 预算，并在超额时限制代理。管理层通过预算进行优先级排序。 |
| ❌ You have recurring jobs (customer support, social, reports) and have to remember to manually kick them off. | ✅ Heartbeats handle regular work on a schedule. Management supervises. |
| ❌ 你有重复性工作（客户支持、社交、报告），必须记得手动启动它们。 | ✅ 心跳机制按计划处理常规工作。管理层负责监督。 |
| ❌ You have an idea, you have to find your repo, fire up Claude Code, keep a tab open, and babysit it. | ✅ Add a task in Paperclip. Your coding agent works on it until it’s done. Management reviews their work. |
| ❌ 有个想法，你得找到仓库、启动 Claude Code、保持标签页打开并全程盯着。 | ✅ 在 Paperclip 中添加任务。你的编码代理会一直工作直到完成。管理层负责审查工作成果。 |
Why Paperclip is special
为什么 Paperclip 与众不同
- Atomic execution: Task checkout and budget enforcement are atomic, so no double-work and no runaway spend.
- 原子化执行：任务签出和预算执行是原子化的，因此不会出现重复工作或失控支出。
- Persistent agent state: Agents resume the same task context across heartbeats instead of restarting from scratch.
- 持久化代理状态：代理在心跳间隔之间恢复相同的任务上下文，而不是从头开始。
- Runtime skill injection: Agents can learn Paperclip workflows and project context at runtime, without retraining.
- 运行时技能注入：代理可以在运行时学习 Paperclip 工作流和项目上下文，无需重新训练。
- Governance with rollback: Approval gates are enforced, config changes are revisioned, and bad changes can be rolled back safely.
- 带回滚的治理：强制执行审批门控，配置变更具有版本控制，错误的变更可以安全回滚。
- Goal-aware execution: Tasks carry full goal ancestry so agents consistently see the “why,” not just a title.
- 目标感知执行：任务携带完整的目标溯源，因此代理始终能看到“为什么”，而不仅仅是一个标题。
- Portable company templates: Export/import orgs, agents, and skills with secret scrubbing and collision handling.
- 可移植的公司模板：导出/导入组织、代理和技能，并具备密钥清理和冲突处理功能。
- True multi-company isolation: Every entity is company-scoped, so one deployment can run many companies with separate data and audit trails.
- 真正的多公司隔离：每个实体都限定在公司范围内，因此一次部署可以运行多家公司，并拥有独立的数据和审计追踪。