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Motivation

Context Engineering

• prompt caching
• system prompt optimize
• toolkit docstring optimize
• context compression
• [Feature Request] Markdown Agent Context Handling #2919
• [Feature Request] Deprecate current token usage calculation #3026
• [Feature Request] Update to OpenAI response api #3028

Browser Toolkit

• forbid repeated page visiting
• automatic cache button clicking
• [Feature Request] BrowserToolkit enhancement roadmap #2886
• [Feature Request] Integrate ST-WebAgentBench #3037

Multi-modal Enhancement

• more accurate image understanding when using browser
• advanced video generation
• [Feature Request] Explore native image handling method #2928
• [Feature Request] Integrate Grok image #3032

Multi-agent system

• workforce support fixed workflow
• workforce support multi-round conversion
• [Feature Request] Improve agent pool efficiency and add performance metrics #3003
• Study: The mechanism for workers to obtain task information in the workforce module and the impact of the task channel mechanism on concurrency #2927
• [Feature Request] Replace linear task search in TaskChannel of Workforce #3007

Document Toolkit

• [Feature Request] FileWrite Toolkit support dynamic file editing #2981
• support multi-round long content generation
• better file formatting

Terminal Toolkit

• [Feature Request] Integrate terminal bench into benchmarks #2464

Environment & RL

• [Feature Request] Integrate Verl into CAMEL #2439
• [Feature Request] Integreate microsandbox as local sandbox solution #3030

Extend Platforms

• [Feature Request] Integrate Wechat #3049
• [Feature Request] Integrate Dingtalk platform #3050

Solution

No response

Alternatives

No response

Additional context

No response