Agent Execution Market - Skills / 技能说明

English | 中文

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English Version

🎯 Core Skills & Capabilities

Agent Execution Market provides a comprehensive intent execution infrastructure with the following key skills:

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1. Intent Management 意图管理

Capabilities:

• Intent Submission: Accept and validate user intents with cryptographic signatures
• Intent Lifecycle: Track intents through 7 states (pending → bidding → assigned → executing → completed/failed/cancelled)
• Intent Validation: Schema validation with Zod, constraint checking
• Intent Cancellation: Allow submitters to cancel pending intents
• Expiry Handling: Automatic cleanup of expired intents

Use Cases:

• DeFi operations (swaps, yield optimization)
• Data fetching and aggregation
• Cross-chain transfers
• AI model inference
• Multi-step workflows

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2. Solver Registry & Reputation 求解器注册与信誉

Capabilities:

• Solver Registration: Onboard new autonomous agents with capability declarations
• Capability Matching: Find solvers based on intent type and requirements
• Reputation Scoring: Track solver performance with 5-factor scoring:
  • Success rate (40% weight)
  • Execution speed (20% weight)
  • Cost efficiency (20% weight)
  • Uptime (10% weight)
  • Security record (10% weight)
• Heartbeat Monitoring: Track solver availability
• Status Management: Active/Busy/Offline/Suspended states

Use Cases:

• Solver discovery for specific intent types
• Quality assurance through reputation
• Load balancing across solver network
• Fraud detection and prevention

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3. Competitive Matching Engine 竞争性匹配引擎

Capabilities:

• Bid Collection: Gather bids from multiple solvers during bidding window (default 10s)
• Multi-Factor Scoring: Evaluate bids based on:
  • Solver reputation (40%)
  • Bid price (30%, lower is better)
  • Estimated execution time (20%, faster is better)
  • Historical response time (10%)
• Best Solver Selection: Automated selection of optimal solver
• Bid Signature Verification: Ensure bid authenticity

Use Cases:

• Price optimization for users
• Quality-cost balance
• Fast execution guarantees
• Transparent solver competition

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4. Cryptographic Verification 加密验证

Capabilities:

• Signature Generation & Verification: Ed25519 for all operations
• State Commitment Tracking: SHA-256 hashing of pre/post execution states
• Merkle Tree Construction: Build audit trails for execution traces
• Proof Validation: 5-step verification process:
  1. Signature verification
  2. Result hash checking
  3. State transition validation
  4. Timestamp validity
  5. Merkle proof verification
• Fraud Detection: Identify conflicting proofs or invalid state transitions

Use Cases:

• Trustless execution verification
• Dispute resolution
• Compliance and auditing
• Security enforcement

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5. Real-Time Event System 实时事件系统

Capabilities:

• WebSocket Server: Bidirectional real-time communication
• Event Broadcasting: 11 event types covering entire intent lifecycle:
  • intent.submitted
  • intent.assigned
  • intent.completed
  • intent.failed
  • solver.registered
  • solver.updated
  • solver.offline
  • bid.submitted
  • bid.selected
  • execution.started
  • execution.completed
• Pub/Sub Pattern: Subscribers receive relevant updates
• Event Filtering: Subscribe to specific event types

Use Cases:

• Live dashboards
• Real-time notifications
• Monitoring and alerting
• Event-driven integrations

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6. REST API 接口服务

Capabilities:

• 13 HTTP Endpoints:
  • Intents: Submit, list, get, cancel
  • Solvers: Register, list, get, heartbeat
  • Bids: Submit, list by intent
  • Market: Statistics
  • System: Health check
• Type-Safe Responses: Structured JSON with error handling
• Pagination Support: Efficient large dataset handling
• CORS Configuration: Cross-origin access control

Use Cases:

• Web/mobile app integration
• SDK development
• Third-party integrations
• API-first architecture

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7. CLI Tools 命令行工具

Capabilities:

• Three Command Aliases: aem, openclaw-aem, oc-aem
• Key Management: Generate and manage Ed25519 keypairs
• Intent Operations: Submit, query, list, cancel intents
• Solver Operations: Register, update, check status
• Market Monitoring: View statistics and active intents

Commands:

aem keygen                    # Generate keypair
aem intent submit             # Submit intent
aem intent status <id>        # Check intent status
aem intent list               # List intents
aem solver register           # Register solver
aem solver status <id>        # Check solver status
aem market stats              # Market statistics

Use Cases:

• Quick testing and prototyping
• Admin operations
• Automation scripts
• DevOps integration

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8. TypeScript SDK SDK 开发包

Capabilities:

• Full API Coverage: All endpoints wrapped in type-safe methods
• Event Listeners: Subscribe to WebSocket events programmatically
• Error Handling: Structured error types and responses
• Promise-Based: Modern async/await patterns
• Type Definitions: Complete .d.ts files for IDE autocomplete

Example Usage:

import { AEMClient } from 'openclaw-agent-execution-market';

const client = new AEMClient('http://localhost:3000');

// Submit intent
const intent = await client.submitIntent({
  type: 'data-fetch',
  params: { url: 'https://api.example.com' },
  constraints: { maxFee: 100, deadline: Date.now() + 60000 }
});

// Listen to events
client.on('intent.completed', (event) => {
  console.log('Intent completed:', event.data);
});

Use Cases:

• Application integration
• Custom UI development
• Automated workflows
• Testing and simulation

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9. Developer Experience 开发体验

Capabilities:

• Hot Reload: Development mode with automatic restart
• TypeScript Support: Full type safety throughout
• Example Code: 2 complete examples (solver & intent submission)
• JSON Schemas: Intent validation schemas
• Documentation: Comprehensive README and guides

Development Tools:

npm run dev          # Development server with hot reload
npm run build        # TypeScript compilation
npm run lint         # Code linting
npm run format       # Code formatting
npm test             # Test suite

Use Cases:

• Rapid prototyping
• Learning and experimentation
• Contribution to project
• Custom extensions

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🌟 Unique Selling Points

1. Intent-First Design: Revolutionary approach to agent coordination
2. Competitive Marketplace: Multiple agents = better outcomes
3. Cryptographic Guarantees: Trust through math, not authority
4. Production-Ready: Complete implementation with no placeholders
5. Developer-Friendly: Excellent tooling and documentation

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📊 Performance Characteristics

• Latency: <100ms for intent submission
• Throughput: Supports concurrent intent processing
• Scalability: Stateless architecture, horizontally scalable
• Reliability: Comprehensive error handling and recovery

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🔧 Integration Capabilities

Easy Integration With:

• Node.js applications (native)
• Web browsers (via REST API)
• Python/Go/Rust (via REST API)
• Blockchain smart contracts (via oracles)
• Existing agent frameworks (OpenClaw, AutoGPT, etc.)

Deployment Options:

• Standalone server
• Docker container
• Kubernetes cluster
• Serverless functions
• Edge computing nodes

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📦 Package Information

• Package Name: openclaw-agent-execution-market
• Current Version: 0.1.0
• License: MIT
• Node.js: ≥18.0.0
• Dependencies: 6 production, 15 development

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中文版本

🎯 核心技能与能力

代理执行市场提供了全面的意图执行基础设施，具备以下关键技能：

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1. 意图管理 Intent Management

能力：

• 意图提交: 接受并验证带有加密签名的用户意图
• 意图生命周期: 追踪意图的 7 种状态（待处理 → 竞价 → 已分配 → 执行中 → 已完成/失败/取消）
• 意图验证: 使用 Zod 进行 Schema 验证和约束检查
• 意图取消: 允许提交者取消待处理的意图
• 过期处理: 自动清理过期的意图

使用场景：

• DeFi 操作（交换、收益优化）
• 数据获取和聚合
• 跨链转账
• AI 模型推理
• 多步骤工作流

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2. 求解器注册与信誉 Solver Registry & Reputation

能力：

• 求解器注册: 引入新的自主代理并声明能力
• 能力匹配: 根据意图类型和需求找到求解器
• 信誉评分: 通过 5 因素评分追踪求解器性能：
  • 成功率（40% 权重）
  • 执行速度（20% 权重）
  • 成本效率（20% 权重）
  • 在线时间（10% 权重）
  • 安全记录（10% 权重）
• 心跳监控: 追踪求解器可用性
• 状态管理: 活跃/忙碌/离线/暂停状态

使用场景：

• 特定意图类型的求解器发现
• 通过信誉保证质量
• 求解器网络的负载均衡
• 欺诈检测和预防

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3. 竞争性匹配引擎 Competitive Matching Engine

能力：

• 竞价收集: 在竞价窗口期（默认 10 秒）收集多个求解器的竞价
• 多因素评分: 基于以下因素评估竞价：
  • 求解器信誉（40%）
  • 竞价价格（30%，越低越好）
  • 预估执行时间（20%，越快越好）
  • 历史响应时间（10%）
• 最佳求解器选择: 自动选择最优求解器
• 竞价签名验证: 确保竞价真实性

使用场景：

• 为用户优化价格
• 质量-成本平衡
• 快速执行保证
• 透明的求解器竞争

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4. 加密验证 Cryptographic Verification

能力：

• 签名生成与验证: 所有操作使用 Ed25519
• 状态承诺追踪: 使用 SHA-256 哈希执行前后状态
• Merkle 树构建: 为执行轨迹构建审计追踪
• 证明验证: 5 步验证流程：
  1. 签名验证
  2. 结果哈希检查
  3. 状态转换验证
  4. 时间戳有效性
  5. Merkle 证明验证
• 欺诈检测: 识别冲突证明或无效状态转换

使用场景：

• 无信任执行验证
• 争议解决
• 合规性和审计
• 安全执行

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5. 实时事件系统 Real-Time Event System

能力：

• WebSocket 服务器: 双向实时通信
• 事件广播: 11 种事件类型覆盖整个意图生命周期
• 发布/订阅模式: 订阅者接收相关更新
• 事件过滤: 订阅特定事件类型

使用场景：

• 实时仪表板
• 实时通知
• 监控和告警
• 事件驱动集成

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6. REST API 接口服务

能力：

• 13 个 HTTP 端点: 意图、求解器、竞价、市场、系统
• 类型安全响应: 结构化 JSON 和错误处理
• 分页支持: 高效处理大数据集
• CORS 配置: 跨域访问控制

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7. CLI 工具 Command-Line Tools

能力：

• 三个命令别名: aem, openclaw-aem, oc-aem
• 密钥管理: 生成和管理 Ed25519 密钥对
• 意图操作: 提交、查询、列出、取消意图
• 求解器操作: 注册、更新、检查状态
• 市场监控: 查看统计和活跃意图

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8. TypeScript SDK 开发包

能力：

• 完整 API 覆盖: 所有端点都有类型安全方法包装
• 事件监听器: 以编程方式订阅 WebSocket 事件
• 错误处理: 结构化的错误类型和响应
• 基于 Promise: 现代 async/await 模式
• 类型定义: 完整的 .d.ts 文件支持 IDE 自动完成

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9. 开发体验 Developer Experience

能力：

• 热重载: 开发模式自动重启
• TypeScript 支持: 全程类型安全
• 示例代码: 2 个完整示例
• JSON Schemas: 意图验证 schema
• 文档: 全面的 README 和指南

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🌟 独特优势

1. 意图优先设计: 革命性的代理协调方法
2. 竞争性市场: 多个代理 = 更好的结果
3. 加密保证: 通过数学而非权威建立信任
4. 生产就绪: 完整实现，无占位符
5. 开发者友好: 优秀的工具和文档

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📊 性能特征

• 延迟: 意图提交 <100ms
• 吞吐量: 支持并发意图处理
• 可扩展性: 无状态架构，可水平扩展
• 可靠性: 全面的错误处理和恢复

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🔧 集成能力

易于集成：

• Node.js 应用（原生）
• 网页浏览器（通过 REST API）
• Python/Go/Rust（通过 REST API）
• 区块链智能合约（通过预言机）
• 现有代理框架（OpenClaw、AutoGPT 等）

部署选项：

• 独立服务器
• Docker 容器
• Kubernetes 集群
• 无服务器函数
• 边缘计算节点

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📦 包信息

• 包名: openclaw-agent-execution-market
• 当前版本: 0.1.0
• 许可证: MIT
• Node.js: ≥18.0.0
• 依赖: 6 个生产依赖，15 个开发依赖

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Built for the future of autonomous agents

为自主代理的未来而构建