manual_slop/conductor/tracks/mma_utilization_refinement_20260226/plan.md

Implementation Plan: MMA Utilization Refinement

Phase 1: Skill Segregation and Tier Re-Alignment

• Task: Refine mma-tier1-orchestrator skill to focus exclusively on project/track initialization.
• Task: Refine mma-tier2-tech-lead skill for track execution, ensuring persistent memory across tasks (Disable Context Amnesia).
• Task: Refine mma-tier3-worker and mma-tier4-qa skills to be stateless (Enable Context Amnesia) but equipped with full file read/write tools.
• Task: Conductor - User Manual Verification 'Phase 1' (Protocol in workflow.md)

Phase 2: AST Skeleton Extraction (Skeleton Views)

• Task: Enhance mcp_client.py with get_python_skeleton functionality using tree-sitter to extract signatures and docstrings.
• Task: Update mma_exec.py to utilize these skeletons for non-target dependencies when preparing context for Tier 3.
• Task: Integrate "Interface-level" scrubbed versions into the sub-agent injection logic.
• Task: Conductor - User Manual Verification 'Phase 2' (Protocol in workflow.md)

Phase 3: Sub-Agent Observability

• Task: Implement a dedicated logging mechanism for sub-agents (e.g., logs/mma_subagents.log) that captures reasoning and tool output.
• Task: Ensure sub-agent executions do not pollute the primary Gemini CLI history while remaining visible to the user via the log.
• Task: Conductor - User Manual Verification 'Phase 3' (Protocol in workflow.md)

Phase 4: Workflow Optimization and Validation

• Task: Update conductor/workflow.md to formally document the refined tier roles and tool permissions.
• Task: Conduct a full end-to-end "Dry Run" (Create a dummy track and implement a small feature) to verify the new architecture.
• Task: Conductor - User Manual Verification 'Phase 4' (Protocol in workflow.md)