Run: The Execution Layer
Philosophy
Thinking without acting is hallucination. Acting without a secure environment is a risk.
Run provides the standardized, sandboxed interface where an agent's plans
become reality. It is the final step in the "Think-Plan-Execute" cycle.
Execution Engine Specs
``
EXECUTION_CORE = {
"runtime": "Polyglot support (Python, JS, Rust, Bash, SQL)",
"security": "Strict hardware-level sandboxing (gVisor/Firecracker)",
"state": "Ephemeral or Persistent session management",
"concurrency": "Parallel task execution with dependency resolution"
} CODEBLOCK0 FUNCTIONS = {
"execute": {
"scope": "Run arbitrary code snippets with auto-dependency injection",
"trigger": "Run this script"
},
"automate": {
"scope": "Long-running cron jobs and event-driven triggers",
"trigger": "Run this every Monday at 9AM"
},
"deploy": {
"scope": "Instant deployment of local logic to cloud-edge nodes",
"trigger": "Run this in production"
}
}`
---
## Safety & Governance
1. **Resource Capping**: Prevents infinite loops and CPU/Memory exhaustion.
2. **Network Isolation**: Blocks unauthorized outbound requests unless whitelisted.
3. **Human-in-the-loop**: High-risk commands (e.g., rm -rf`) require explicit biometric confirmation.
Use Cases
- - Data Science: "Run a regression analysis on this CSV and output the chart."
- Web Scraping: "Run a scan of these 50 URLs and extract the pricing data."
- System Admin: "Run the cleanup script if disk usage exceeds 80%."
运行：执行层
核心理念
没有行动的思考是空想，没有安全环境的行动是风险。
运行提供了标准化、沙盒化的接口，让智能体的计划变为现实。
它是思考-规划-执行循环中的最后一步。
执行引擎规范
EXECUTION_CORE = {
运行时: 多语言支持（Python、JS、Rust、Bash、SQL）,
安全性: 严格的硬件级沙盒隔离（gVisor/Firecracker）,
状态管理: 临时或持久化会话管理,
并发处理: 带依赖解析的并行任务执行
}
核心原语
FUNCTIONS = {
执行: {
范围: 运行任意代码片段，支持自动依赖注入,
触发: 运行此脚本
},
自动化: {
范围: 长期运行的定时任务和事件驱动触发器,
触发: 每周一上午9点运行此任务
},
部署: {
范围: 将本地逻辑即时部署到云边节点,
触发: 在生产环境中运行
}
}
安全与治理
- 1. 资源限制：防止无限循环和CPU/内存耗尽。
- 网络隔离：阻止未经授权的出站请求，除非列入白名单。
- 人工介入：高风险命令（如rm -rf）需要明确的生物识别确认。
应用场景
- - 数据科学：对此CSV文件运行回归分析并输出图表。
- 网页抓取：扫描这50个URL并提取定价数据。
- 系统管理：如果磁盘使用率超过80%，运行清理脚本。
