manual_slop/conductor/tracks/mma_implementation_20260224/plan.md

Implementation Plan: 4-Tier Architecture Implementation & Conductor Self-Improvement

Phase 1: manual_slop Migration Planning

• Task: Synthesize MMA Documentation [46b351e]
  • Read and analyze ./MMA_Support/Data_Pipelines_and_Config.md and ./MMA_Support/OriginalDiscussion.md
  • Read and analyze ./MMA_Support/Tier1_Orchestrator.md through ./MMA_Support/Tier4_Utility.md
  • Document key takeaways and constraints for the migration plan
• Task: Draft Track 1 - The Memory Foundations (AST Parser) [bdd935d]
  • Define TDD approach for tree-sitter integration in file_cache.py
  • Specify tasks for ASTParser extraction rules (Skeleton View, Curated View)
  • Define acceptance testing criteria for AST extraction
• Task: Draft Track 2 - State Machine & Data Structures [1198aee]
  • Define TDD approach for models.py (Track, Ticket, WorkerContext)
  • Specify tasks for state mutator methods
  • Define acceptance testing criteria for state transitions
• Task: Draft Track 3 - The Linear Orchestrator & Execution Clutch [aaeed92]
  • Define TDD approach for multi_agent_conductor.py (run_worker_lifecycle)
  • Specify tasks for context injection and HITL Clutch implementation
  • Define acceptance testing criteria for the linear orchestration loop
• Task: Draft Track 4 - Tier 4 QA Interception [584bff9]
  • Define TDD approach for shell_runner.py stderr interception
  • Specify tasks for routing errors to the cheap API model
  • Define acceptance testing criteria for the QA interception loop
• [~] Task: Draft Track 5 - UI Decoupling & Tier 1/2 Routing (The Final Boss)
  • Define TDD approach for async queue in multi_agent_conductor.py
  • Specify tasks for Tier 1 & 2 system prompts and the Dispatcher async loop
  • Define acceptance testing criteria for UI decoupling and dynamic routing
• Task: Conductor - User Manual Verification 'manual_slop Migration Planning' (Protocol in workflow.md)

Phase 2: Conductor Self-Reflection & Upgrade Strategy

• Task: Research Optimal Proposal Format
  • Search Gemini CLI documentation for extension guidelines
  • Search Conductor documentation for tuning and advice
  • Define the structure for proposal.md based on findings
• Task: Draft Proposal - Memory Siloing & Token Firewalling
  • Evaluate current conductor context management
  • Propose strategies to prevent token bloat during planning and execution
  • Write the corresponding section in proposal.md
• Task: Draft Proposal - Execution Clutch & Linear Debug Mode
  • Evaluate current conductor execution workflows
  • Propose mechanisms for manual step-through and auto modes
  • Write the corresponding section in proposal.md
• Task: Draft Proposal - Multi-Model/Sub-Agent Delegation
  • Evaluate current conductor single-model reliance
  • Propose a design for delegating tasks (e.g., summarization, syntax-fixing) to sub-agents
  • Write the corresponding section in proposal.md
• Task: Review and Finalize Proposal
  • Ensure all three core areas are addressed with equal priority
  • Verify alignment with the overall 4-Tier Architecture philosophy
• Task: Conductor - User Manual Verification 'Conductor Self-Reflection & Upgrade Strategy' (Protocol in workflow.md)