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Phase 7 Completion: Character Dashboard, Hyperparameter Hints, and E2E Tests#3

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phase-7-completion-updates
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Phase 7 Completion: Character Dashboard, Hyperparameter Hints, and E2E Tests#3
SuperInstance wants to merge 1 commit intomainfrom
phase-7-completion-updates

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Summary

This PR completes the remaining Phase 7 tasks for DMLog (Decision-Making Log), adding the final components to the learning pipeline:

  • Task 7.2.3: Character Dashboard UI - CLI-based visualization of character learning progress
  • Task 7.3.2: Hyperparameter Optimization Hints - Per-character-class recommendations
  • Task 7.3.3: Training Automation Hints - Auto-generated training configs
  • Task 7.4: End-to-End Integration Testing - Complete scenario validation

Files Added

File Lines Description
backend/character_dashboard.py 560 CLI dashboard for character learning metrics
backend/hyperparameter_hints.py 430 Hyperparameter optimization system
backend/test_end_to_end_phase7.py 810 End-to-end integration test suite
PHASE7_COMPLETION_REPORT.md 200 Complete Phase 7 documentation

Features

Character Dashboard (character_dashboard.py)

  • Character overview with total decisions, success rate, rewards
  • Learning metrics by decision type and source
  • Training readiness report with quality analysis
  • JSON export capability
  • Colored terminal output with progress bars

Hyperparameter Hints (hyperparameter_hints.py)

  • 8 character class profiles: combat_focused, social_focused, exploration_focused, resource_focused, balanced, high_variance, expert, novice
  • Per-class LoRA rank, alpha, learning rate, epochs recommendations
  • Auto-detection from decision patterns
  • CLI for config generation

E2E Integration Tests (test_end_to_end_phase7.py)

  • "Cave Encounter" scenario with 2 characters
  • 13 passing tests covering full pipeline
  • Tests: Gameplay -> Decision Logging -> Outcome Tracking -> Reflection -> Curation -> Export -> Training (mock) -> Consolidation

Test Plan

  • All files compile without errors
  • Integration test passes (13/13 tests)
  • Documentation complete
  • No breaking changes to existing code

Usage Examples

# List all characters
python backend/character_dashboard.py --list-characters

# Show full dashboard
python backend/character_dashboard.py --character-id thorin

# Generate hyperparameter hints
python backend/hyperparameter_hints.py generate thorin --print

# Run E2E tests
python backend/test_end_to_end_phase7.py

Co-Authored-By: Claude Opus 4.5 [email protected]

…nd E2E Tests

This commit completes the remaining Phase 7 tasks for DMLog:

Task 7.2.3: Character Dashboard UI
- Add character_dashboard.py (560 lines)
- CLI-based dashboard for visualizing character learning progress
- Features: character overview, learning metrics, training readiness
- Supports JSON export and hyperparameter hints display
- Colored terminal output with progress bars and tables

Task 7.3.2: Hyperparameter Optimization Hints
- Add hyperparameter_hints.py (430 lines)
- 8 character class profiles (combat_focused, social_focused, etc.)
- Per-class LoRA and training recommendations
- Auto-detection of character class from decision patterns
- CLI for config generation and class info

Task 7.3.3: Training Automation Hints
- Integrated into hyperparameter_hints.py
- Auto-generates training and curation configs per character class
- Data requirements specified for each class profile

Task 7.4: End-to-End Integration Testing
- Add test_end_to_end_phase7.py (810 lines)
- Complete "Cave Encounter" scenario simulation
- Tests all Phase 7 components in integrated workflow
- 13 passing tests covering gameplay->training pipeline

Documentation:
- Add PHASE7_COMPLETION_REPORT.md (200 lines)
- Complete summary of all Phase 7 implementations
- Usage examples and feature documentation

All Phase 7 tasks now complete:
- Decision logging (training_data_collector.py)
- Outcome tracking (outcome_tracker.py)
- Session management (session_manager.py)
- Reflection pipeline (reflection_pipeline.py)
- Data curation (data_curation_pipeline.py)
- QLoRA training (qlora_training.py)
- Character dashboard (character_dashboard.py) <- NEW
- Hyperparameter hints (hyperparameter_hints.py) <- NEW
- E2E integration tests (test_end_to_end_phase7.py) <- NEW

Co-Authored-By: Claude Opus 4.5 <[email protected]>
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2 participants