agent execution market

Manage user intents through submission, validation, lifecycle tracking, cancellation, bidding, execution, and completion with cryptographic verification and...

Justin Liu@zhenstaff

Install

openclaw skills install @zhenstaff/agent-execution-market

Agent Execution Market - Skills / 技能说明

English | 中文

English Version

🎯 Core Skills & Capabilities

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

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

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

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

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

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

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

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:

bash

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

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:

typescript

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

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:

bash

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

🌟 Unique Selling Points

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

📊 Performance Characteristics

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

🔧 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

📦 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

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：

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

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

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

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

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

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

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

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

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

🌟 独特优势

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

📊 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

🔧 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

📦 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

Built for the future of autonomous agents

为自主代理的未来而构建