Add a system service layer on top of LAIN cognition and Supercharged Glyph Registry:
Components:
- glyphos/cognitive_kernel.py: CognitiveKernel class + functional API
* CognitiveKernel: Main orchestrator with execute_gx(), execute_symbolic()
* Result accessors: get_last_result(), get_last_trace(), get_last_fused_symbol()
* get_kernel(): Singleton kernel instance
* run_gx(): Convenience function for global kernel
* kernel_status(): Status introspection
- glyphos/__init__.py: Package initialization
- tests/test_cognitive_kernel.py: Comprehensive test suite (8 tests, 100% pass)
* Kernel initialization and warmup
* GX execution and result validation
* Result accessor methods
* Singleton pattern
* Functional API
- COGNITIVE_KERNEL.md: Complete documentation
Test Results:
- 12 registry tests ✅
- 10 glyph bridge tests ✅
- 6 integration suites ✅
- 8 cognitive kernel tests ✅
- Total: 36 tests, 0 failures
No breaking changes - all existing tests pass.
- Fixed function name typo in super_registry.py:303 (load_all_superchattracted → load_all_supercharged)
- Added SYSTEM_STATUS.md with complete feature list and test results
- Added ARCHITECTURE.md with detailed system design and component documentation
- All 28 tests passing (12 registry, 10 bridge, 6 integration suites)
- Full pipeline verified end-to-end
New modules:
- gx_lain/lane_processors.py: 8 symbolic lane processors
* Lane 0: structural_logic (control flow, constraints)
* Lane 1: semantic_flow (core meaning, narrative)
* Lane 2: compression_residue (artifacts, hints)
* Lane 3: symbolic_metadata (tags, annotations)
* Lane 4: execution_hints (runtime guards, priorities)
* Lane 5: predictive_scaffolding (hypotheses, priors)
* Lane 6: contributor_imprint (author style, bias)
* Lane 7: epoch_resonance (temporal context)
- gx_lain/runtime.py (updated): Real cognition loop
* execute_with_lain(): Process all 8 lanes, capture timings
* fuse_lanes(): Merge lane results into final symbol
* compute_resonance(): Per-lane resonance metrics
* render_output_text(): Mode-based output formatting
Features:
- Structured lane processing with error recovery
- Cognition trace with per-lane timing
- Resonance metrics (1.0 if lane has content)
- Fused symbol with deduplication
- Mode-aware output (ANALYZE vs SYNTHESIZE)
- No mutations, deterministic execution
All 18 integration tests pass unchanged.
Replace codex_lineage.inspector integration with direct load_gx() calls.
Inspect and summary commands now output consistent, test-expected formats:
- [Manifest], [Segments], [Payload] sections for inspect
- GX File, Source, Type, Segments, Compressed, Version for summary
All integration tests pass (17/17).
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
GlyphRunner System