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feat: Add token-aware agent orchestration system

LLMTOKEN-022126 requested to merge feature/roadmap-progress-update into development

Summary

  • Integrated token-aware agent orchestration into buildkit CLI
  • Added automatic detection when tasks exceed 500 tokens
  • Enforces mandatory agent use for multi-file operations

Changes

  • Add buildkit agent command for managing agents
  • Create agent CLI tool with list, search, analyze, spawn commands
  • Implement token threshold detection system
  • Integrate with existing buildkit infrastructure

Token Savings

This system will prevent token waste by automatically spawning agents for:

  • Multi-file operations (3+ files)
  • Database operations
  • API integrations
  • Testing workflows
  • Deployment tasks

Testing

Run ./buildkit agent list to see available agents Run ./buildkit agent analyze "[task]" [files] to check token usage

Pipeline

✅ Pipeline #28918 created and ready for manual trigger

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