How to implement RooFlow for long-term development record management in complex projects?

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RooFlow provides a systematic solution for development management of complex projects by integrating project records and five modes of collaboration:

• Initialize the memory bank: In the Roo Code chat screen, typeActivate Memory Bankcommand, the system automatically creates thememory-bankdirectory and generate core files (such asprogress.mdTask List,decisionLog.md(Record of decisions)
• Planning using architectural models: Usemode: architectparameter creates a new task that automatically generatesprojectBrief.mdDocumentation of the project structure to create a complete development framework
• Real-time synchronization mechanism

  Token consumption for AI development can be effectively reduced by adjusting RooFlow's configuration and adopting best practices:

  • Leveraging built-in system optimization: RooFlow has been designed with a refined cue word template that reduces redundant token consumption by about 30% compared to native Roo Code
  • Enable coordination mode: Bymode: coordinatorDecompose complex tasks into subtasks to avoid overspending on tokens due to a single high-volume interaction
  • Optimize update frequency: Execute only at critical nodesUpdate Memory Bankoperation, rather than continuous synchronization, by modifying theconfig/memory_bank_strategy.ymlAdjustable automatic update trigger conditions
  • localization: For routine testing/debugging tasks, prioritize the use of localMCP_SERVERSconfiguration rather than a cloud-based AI service in thesystem-prompt-[mode]Add the local server address to the file
  • Footgun Customization: inrooflow_core_prompt.yamlThe maximum token limit is set for each mode, e.g. the encoding mode can be set tomax_token: 2000

  It has been proven that the above combination of strategies can reduce the cost of AI interactions by more than 45% in medium-sized Web projects. It is recommended to share memory bank configurations to maintain the consistency of optimization strategies when team collaboration.

  This answer comes from the articleRooFlow: A Memory Enhancement System Based on Roo Code ExtensionThe

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