How to Enable Effective Sub Agents for Coding
summary
Cloud Code’s sub-agent pattern saves tokens by having sub-agents research and return compact summaries instead of carrying full file reads through the parent conversation—parents avoid hitting ~80% of the context window. Best practice is to treat sub-agents as expert sub-agents that read and update a shared MD context files repository, use dedicated MCP tools (Chassis components, TweakScene, Versatile AIS, VerCell AI SDK) and follow strict goals and output formats; result: higher success rates and a working chat.cn UI plus SDK integration.
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chapters (12)
- 0:00Understanding Cloud Code Sub-agent System
- 1:51Challenges with Sub-agent Implementation
- 3:36Optimizing Expert Sub-agents for Service Providers
- 5:15Join us for GitNation Conferences
- 5:49Optimizing Expert Sub-agents for Service Providers
- 6:14Enhancing Context Management with MD Files
- 7:20Utilizing MCP Tools for Sub-agent Creation
- 7:59Implementing TweakScene MCP for Sub-agents
- 9:22Setting Objectives and Output Rules for Sub-agents
- 10:49Setting Up Specialized Sub-agents and Rules
- 12:08Building UI with Chat.cn and Versatile AIS
- 13:36Integrating UI and VerCell AI SDK
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