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Zero-Knowledge Execution for Sensitive Agent Tasks - Privacy computing framework for AI Agents
---
name: private-computation
display_name: OpenClaw Private Computation
version: 0.1.0
author: ZhenStaff
category: privacy
subcategory: security
license: MIT-0
description: Zero-Knowledge Execution for Sensitive Agent Tasks - Privacy computing framework for AI Agents
tags: [privacy, private-computation, zero-knowledge, ai-agent, security, encryption, hipaa, gdpr, compliance, typescript]
repository: https://github.com/ZhenRobotics/openclaw-private-computation
homepage: https://github.com/ZhenRobotics/openclaw-private-computation
documentation: https://github.com/ZhenRobotics/openclaw-private-computation#readme
---
# OpenClaw Private Computation
**Zero-Knowledge Execution for Sensitive Agent Tasks**
**AI Agent 敏感任务的零知识执行框架**
A privacy-first computation framework for AI Agents that need to process sensitive data securely. Built with TypeScript for the Node.js ecosystem.
为需要安全处理敏感数据的 AI Agent 打造的隐私优先计算框架。使用 TypeScript 为 Node.js 生态系统构建。
---
## ✨ Features / 功能特性
- 🔐 **Encrypted Credential Storage** / **加密凭证存储**
- AES-256-GCM encryption for API keys and secrets
- API 密钥和敏感信息的 AES-256-GCM 加密
- 🛡️ **Secure Task Execution** / **安全任务执行**
- Isolated execution environment for sensitive operations
- 敏感操作的隔离执行环境
- 📝 **Immutable Audit Trail** / **不可篡改审计日志**
- Blockchain-style audit logs for compliance
- 区块链式审计日志，满足合规要求
- 🎯 **Multiple Security Levels** / **多层安全级别**
- Basic, Standard (TEE), and Strict (Zero-Knowledge)
- 基础、标准（TEE）、严格（零知识证明）
- ✅ **GDPR & HIPAA Compliant** / **GDPR 和 HIPAA 合规**
- Designed for regulatory compliance
- 专为满足监管合规要求而设计
---
## 📦 Installation / 安装
### Via npm
```bash
npm install openclaw-private-computation
```
### Via ClawHub
```bash
clawhub install private-computation
```
---
## 🚀 Quick Start / 快速开始
```typescript
import { PrivateAgent } from 'openclaw-private-computation';
// Initialize agent / 初始化 Agent
const agent = new PrivateAgent({
securityLevel: 'basic', // basic | standard | strict
audit: true // 启用审计日志
});
// Store credentials securely / 安全存储凭证
await agent.setSecret('OPENAI_API_KEY', 'sk-...');
// Execute sensitive tasks / 执行敏感任务
const result = await agent.executeTask(async () => {
const apiKey = await agent.getSecret('OPENAI_API_KEY');
return await callAPI(apiKey);
}, {
audit: true,
metadata: { taskType: 'api_call' }
});
console.log(result);
// { status: 'success', data: {...}, auditId: '...', executionTime: 123 }
```
---
## 🎯 Use Cases / 使用场景
### 1. Medical AI (HIPAA) / 医疗 AI（HIPAA 合规）
```typescript
const diagnosis = await agent.executeTask(async () => {
const key = await agent.getSecret('MEDICAL_API_KEY');
return await analyzeMedicalData(patientData, key);
}, {
audit: true,
metadata: { complianceLevel: 'HIPAA' }
});
```
### 2. Financial Services (PCI-DSS) / 金融服务（PCI-DSS 合规）
```typescript
const transaction = await agent.executeTask(async () => {
const bankKey = await agent.getSecret('BANK_API_KEY');
return await processPayment(amount, bankKey);
}, {
audit: true,
timeout: 30000
});
```
### 3. AI Agent with Private Context / 带私有上下文的 AI Agent
```typescript
const response = await agent.executeTask(async () => {
const llmKey = await agent.getSecret('LLM_API_KEY');
// Private context never exposed / 私有上下文永不暴露
return await generateAI(userQuery, privateContext, llmKey);
}, {
audit: true
});
```
---
## 🔧 API Reference / API 文档
### Configuration / 配置
```typescript
const agent = new PrivateAgent({
securityLevel: 'basic' | 'standard' | 'strict',
encryption: 'aes-256-gcm' | 'chacha20-poly1305',
audit: boolean,
storagePath: string, // Default: ~/.openclaw
masterKey: string // Auto-generated if not provided / 未提供时自动生成
});
```
### Security Levels / 安全级别
| Level / 级别 | Features / 功能 | Overhead / 开销 | Use Case / 适用场景 |
|--------------|----------------|-----------------|-------------------|
| **Basic / 基础** | Encrypted storage / 加密存储 | ~0% | Development / 开发测试 |
| **Standard / 标准** | + TEE isolation / + TEE 隔离 | ~10% | Production / 生产环境 |
| **Strict / 严格** | + Zero-knowledge proofs / + 零知识证明 | ~300% | High-security / 高度敏感 |
### Credential Management / 凭证管理
```typescript
// Store a secret / 存储密钥
await agent.setSecret('KEY_NAME', 'secret-value');
// Retrieve a secret / 获取密钥
const value = await agent.getSecret('KEY_NAME');
// List all secrets / 列出所有密钥（仅键名）
const keys = agent.listSecrets();
// Delete a secret / 删除密钥
await agent.deleteSecret('KEY_NAME');
```
### Task Execution / 任务执行
```typescript
const result = await agent.executeTask(async () => {
// Your task logic / 你的任务逻辑
return someData;
}, {
audit: true, // Enable audit logging / 启用审计日志
proof: true, // Generate ZK proof / 生成零知识证明 (strict mode)
timeout: 30000, // Timeout in ms / 超时时间（毫秒）
metadata: {...} // Custom metadata / 自定义元数据
});
```
### Audit & Compliance / 审计与合规
```typescript
// Get audit logs / 获取审计日志
const logs = agent.getAuditLogs(10);
// Verify integrity / 验证完整性
const integrity = agent.verifyAuditIntegrity();
// { valid: true }
// Get statistics / 获取统计信息
const stats = agent.getAuditStatistics();
// { totalLogs: 42, byAction: {...}, byResult: {...} }
```
---
## 🏗️ Architecture / 架构
```
OpenClaw Private Computation
│
├── Core Layer / 核心层
│ ├── Encryption Manager / 加密管理器 (AES-256-GCM)
│ ├── Credential Vault / 凭证保险库
│ ├── Audit Logger / 审计日志器 (Blockchain-style)
│ └── Task Executor / 任务执行器
│
├── Crypto Layer (Future) / 加密层（未来）
│ ├── zk-SNARKs (Zero-Knowledge Proofs) / 零知识证明
│ ├── TEE (Trusted Execution Environment) / 可信执行环境
│ └── Homomorphic Encryption / 同态加密
│
└── Integration Layer (Future) / 集成层（未来）
├── LangChain Adapter
├── Vercel AI SDK Adapter
└── Claude API Adapter
```
---
## 🛣️ Roadmap / 路线图
### Phase 1: MVP ✅ (Current / 当前)
- [x] Encrypted credential storage / 加密凭证存储
- [x] Basic audit logging / 基础审计日志
- [x] Simple SDK API / 简洁的 SDK API
- [x] Examples and documentation / 示例和文档
### Phase 2: Zero-Knowledge (Next / 下一步)
- [ ] zk-SNARKs integration / zk-SNARKs 集成
- [ ] Proof generation and verification / 证明生成和验证
- [ ] Circuit library / 电路库
### Phase 3: TEE Integration / TEE 集成
- [ ] Intel SGX support / Intel SGX 支持
- [ ] ARM TrustZone support / ARM TrustZone 支持
- [ ] Hybrid mode (TEE + zk) / 混合模式（TEE + 零知识）
### Phase 4: Enterprise Features / 企业功能
- [ ] AI framework integrations / AI 框架集成
- [ ] Compliance reporting / 合规报告
- [ ] Multi-party computation / 多方计算
---
## 🔬 Technology / 技术栈
- **Language / 语言**: TypeScript
- **Runtime / 运行时**: Node.js 18+
- **Encryption / 加密**: Node.js Crypto (AES-256-GCM, ChaCha20-Poly1305)
- **Zero-Knowledge / 零知识**: snarkjs (coming soon / 即将推出)
- **TEE**: Intel SGX (planned / 规划中)
- **Audit / 审计**: Blockchain-inspired immutable logs / 区块链式不可篡改日志
---
## 📚 Documentation / 文档
- [GitHub Repository / 代码仓库](https://github.com/ZhenRobotics/openclaw-private-computation)
- [Quick Start Guide / 快速开始指南](https://github.com/ZhenRobotics/openclaw-private-computation/blob/main/QUICKSTART.md)
- [Full Documentation / 完整文档](https://github.com/ZhenRobotics/openclaw-private-computation#readme)
- [Examples / 示例](https://github.com/ZhenRobotics/openclaw-private-computation/tree/main/examples)
---
## 🌟 Why Choose OpenClaw? / 为什么选择 OpenClaw？
> **"The first production-ready privacy computing framework for TypeScript"**
> **"首个生产级 TypeScript 隐私计算框架"**
No other TypeScript/JavaScript library provides:
其他 TypeScript/JavaScript 库都不提供：
- ✅ Zero-knowledge execution for AI agents / AI Agent 的零知识执行
- ✅ HIPAA/GDPR-ready audit trails / HIPAA/GDPR 就绪的审计追踪
- ✅ Simple API for complex cryptography / 复杂加密的简洁 API
- ✅ Open source and extensible / 开源且可扩展
---
## 🤝 Contributing / 贡献
We welcome contributions! Please see our [GitHub repository](https://github.com/ZhenRobotics/openclaw-private-computation) for details.
欢迎贡献！详情请查看我们的 [GitHub 仓库](https://github.com/ZhenRobotics/openclaw-private-computation)。
---
## 📄 License / 许可证
MIT-0 License - Free and open source, no attribution required.
MIT-0 许可证 - 免费开源，无需署名。
---
**Built for the AI Agent era. Secure by default. Private by design.**
**为 AI Agent 时代而生。默认安全。隐私优先。** 🚀
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