#privacy #private-computation #zero-knowledge #gdpr

private computation

Zero-Knowledge Execution for Sensitive Agent Tasks - Privacy computing framework for AI Agents

Install

openclaw skills install @zhenstaff/private-computation

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

text

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)

Encrypted credential storage / 加密凭证存储
Basic audit logging / 基础审计日志
Simple SDK API / 简洁的 SDK API
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

🌟 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 for details.

欢迎贡献！详情请查看我们的 GitHub 仓库。

📄 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。 🚀

private computation

Install

OpenClaw Private Computation

✨ Features / 功能特性

📦 Installation / 安装

Via npm

Via ClawHub

🚀 Quick Start / 快速开始

🎯 Use Cases / 使用场景

1. Medical AI (HIPAA) / 医疗 AI（HIPAA 合规）

2. Financial Services (PCI-DSS) / 金融服务（PCI-DSS 合规）

3. AI Agent with Private Context / 带私有上下文的 AI Agent

🔧 API Reference / API 文档

Configuration / 配置

Security Levels / 安全级别

Credential Management / 凭证管理

Task Execution / 任务执行

Audit & Compliance / 审计与合规

🏗️ Architecture / 架构

🛣️ Roadmap / 路线图

Phase 1: MVP ✅ (Current / 当前)

Phase 2: Zero-Knowledge (Next / 下一步)

Phase 3: TEE Integration / TEE 集成

Phase 4: Enterprise Features / 企业功能

🔬 Technology / 技术栈

📚 Documentation / 文档

🌟 Why Choose OpenClaw? / 为什么选择 OpenClaw？

🤝 Contributing / 贡献

📄 License / 许可证

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