# Implementation Plan: Logging Reorganization and Automated Pruning

## Phase 1: Session Organization & Registry Foundation
- [ ] Task: Initialize MMA Environment (Protocol: `activate_skill mma-orchestrator`)
- [ ] Task: Implement `LogRegistry` to manage `log_registry.toml`
    - [ ] Define TOML schema for session metadata.
    - [ ] Create methods to register sessions and update whitelist status.
- [ ] Task: Implement Session-Based Directory Creation
    - [ ] Create utility to generate Session IDs: `YYYYMMDD_HHMMSS[_Label]`.
    - [ ] Update logging initialization to create and use session sub-directories.
- [ ] Task: Conductor - User Manual Verification 'Phase 1: Foundation' (Protocol in workflow.md)

## Phase 2: Pruning Logic & Heuristics
- [ ] Task: Implement `LogPruner` Core Logic
    - [ ] Implement time-based filtering (older than 24h).
    - [ ] Implement size-based heuristic for "insignificance" (~2 KB).
- [ ] Task: Implement Auto-Whitelisting Heuristics
    - [ ] Implement content scanning for `ERROR`, `WARNING`, `EXCEPTION`.
    - [ ] Implement complexity detection (message count > 10).
- [ ] Task: Integrate Pruning into App Startup
    - [ ] Hook the pruner into `gui_2.py` startup sequence.
    - [ ] Ensure pruning runs asynchronously to prevent startup lag.
- [ ] Task: Conductor - User Manual Verification 'Phase 2: Pruning' (Protocol in workflow.md)

## Phase 3: GUI Integration & Manual Control
- [ ] Task: Add "Log Management" UI Panel
    - [ ] Display a list of recent sessions from the registry.
    - [ ] Add "Star/Unstar" toggle for manual whitelisting.
- [ ] Task: Display Session Metrics in UI
    - [ ] Show size, message count, and status (Whitelisted/Pending Prune).
- [ ] Task: Conductor - User Manual Verification 'Phase 3: GUI' (Protocol in workflow.md)

## Phase 4: Final Verification & Cleanup
- [ ] Task: Comprehensive Integration Testing
    - [ ] Verify that empty old logs are deleted.
    - [ ] Verify that complex/error-filled old logs are preserved.
- [ ] Task: Final Refactoring and Documentation
    - [ ] Ensure all new classes and methods follow project style.
- [ ] Task: Conductor - User Manual Verification 'Phase 4: Final' (Protocol in workflow.md)