Atomizer

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Anto01 773f8ff8af feat: Implement ACE Context Engineering framework (SYS_17)

Complete implementation of Agentic Context Engineering (ACE) framework:

Core modules (optimization_engine/context/):
- playbook.py: AtomizerPlaybook with helpful/harmful scoring
- reflector.py: AtomizerReflector for insight extraction
- session_state.py: Context isolation (exposed/isolated state)
- feedback_loop.py: Automated learning from trial results
- compaction.py: Long-session context management
- cache_monitor.py: KV-cache optimization tracking
- runner_integration.py: OptimizationRunner integration

Dashboard integration:
- context.py: 12 REST API endpoints for playbook management

Tests:
- test_context_engineering.py: 44 unit tests
- test_context_integration.py: 16 integration tests

Documentation:
- CONTEXT_ENGINEERING_REPORT.md: Comprehensive implementation report
- CONTEXT_ENGINEERING_API.md: Complete API reference
- SYS_17_CONTEXT_ENGINEERING.md: System protocol
- Updated cheatsheet with SYS_17 quick reference
- Enhanced bootstrap (00_BOOTSTRAP_V2.md)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

2025-12-29 20:21:20 -05:00

SYS_10_IMSO.md

feat: Add MLP surrogate with Turbo Mode for 100x faster optimization

2025-12-06 20:01:59 -05:00

SYS_11_MULTI_OBJECTIVE.md

feat: Add MLP surrogate with Turbo Mode for 100x faster optimization

2025-12-06 20:01:59 -05:00

SYS_12_EXTRACTOR_LIBRARY.md

feat: Add OPD method support to Zernike visualization with Standard/OPD toggle

2025-12-22 21:03:19 -05:00

SYS_13_DASHBOARD_TRACKING.md

feat: Add MLP surrogate with Turbo Mode for 100x faster optimization