Fix typo in super_registry and add system documentation
- 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
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# SuperDave GlyphRunner - System Status
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**Date**: 2026-05-20
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**Status**: ✅ All Systems Operational
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## Completed Components
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### 1. LAIN Cognition Engine ✅
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- **File**: `gx_lain/lain_cognition.py`
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- **Features**:
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- 8-lane symbolic cognition processor
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- Lane processors for: structural_logic, semantic_flow, compression_residue, symbolic_metadata, execution_hints, predictive_scaffolding, contributor_imprint, epoch_resonance
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- Fused symbol generation from lane results
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- Comprehensive execution tracing
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### 2. Supercharged Glyph Registry ✅
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- **File**: `glyphs/super_registry.py`
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- **Data Source**: `/mnt/d/users/dave/Downloads/LEDONOVA/LedoGlyph600.json`
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- **Features**:
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- 600 supercharged glyphs with 112 superpowers each
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- Frequency signatures (praw: P, R, A, W)
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- Contributor inheritance (lineage)
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- Symbolic anatomy (originalMetrics)
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- Activation envelopes and resonance profiles
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- API: `get_super()`, `search_super()`, `list_super_ids()`, `list_super_by_category()`, `get_super_by_band()`, `get_glyphs_by_score_range()`
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- Helper: `get_super_field()` with dot-notation support
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- Stats: `super_stats()` for registry metadata
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### 3. LAIN ↔ Glyph Bridge ✅
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- **File**: `gx_lain/lain_glyph_bridge.py`
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- **Features**:
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- `load_glyph_context()`: Load glyph metadata from registry
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- `inject_glyph_metadata_into_lane()`: Add glyph fields to lane results
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- `compute_glyph_resonance()`: Calculate 4-component resonance metrics
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- `augment_fused_symbol_with_glyphs()`: Enhance fused symbol with glyph context
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- Resonance formula: 40% activation + 30% frequency + 30% symbolic
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### 4. CLI Integration ✅
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- **File**: `gx_cli/`
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- **New Command**: `gx lain <path> [-m MODE]`
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- **Usage**: `python3 -m gx_cli.main lain file.gx`
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- **Output**: Fused symbol, key points, diagnostics, glyph resonance
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### 5. Runtime Integration ✅
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- **File**: `gx_lain/runtime.py`
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- **Pipeline**:
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1. Load and validate GX binary
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2. Load glyph context (step 1)
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3. Process 8 lanes with glyph metadata injection (steps 2-9)
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4. Fuse lane results with glyph augmentation
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5. Compute diagnostics including glyph resonance
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- Full cognition_trace with operation markers
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## Test Results
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### Unit Tests
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```
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Supercharged Registry Tests: 12/12 PASS ✅
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LAIN Glyph Bridge Tests: 10/10 PASS ✅
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```
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### Integration Tests
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```
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test_compile.py PASS ✅
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test_determinism.py PASS ✅
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test_errors.py PASS ✅
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test_inspect.py PASS ✅
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test_run.py PASS ✅
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test_summary.py PASS ✅
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Total: 6 test suites, 6 passed, 0 failed
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```
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### Full Pipeline Verification
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```
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✅ Python source → GXCompiler → .gx binary
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✅ Load GX binary and validate
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✅ Normalize segments (0-7)
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✅ Load glyph context from registry
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✅ Process 8 lanes with glyph injection
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✅ Fuse lane results
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✅ Augment with glyph metadata
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✅ Render output with cognition trace
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✅ Output diagnostics with resonance metrics
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```
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## Example Execution
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```bash
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# Compile Python source to GX binary
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python3 -m gx_cli.main compile source.py -o source.gx
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# Execute through LAIN cognition with analysis mode
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python3 -m gx_cli.main lain source.gx
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# Output includes:
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# - Fused symbolic summary (8-lane synthesis)
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# - Key points and insights
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# - Glyph resonance metrics (activation, frequency, symbolic, overall)
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# - Execution diagnostics
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```
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## Bug Fixes Applied
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- Fixed typo in `super_registry.py:303` (`load_all_superchattracted` → `load_all_supercharged`)
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- Verified all imports use relative paths (xic_extensions package)
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## Data Files
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- LedoGlyph600.json: 2.2 MB, exactly 600 glyphs
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- Categories: 8 distinct categories
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- Score range: 0-300+
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- Bands: 0-41 frequency bands
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## Next Steps (Optional)
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- Export cognition results to JSON/YAML
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- Add visualization for resonance metrics
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- Implement batch processing for multiple .gx files
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- Add glyph filtering in CLI (`lain --glyph-category communication`)
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---
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**Project Status**: Ready for deployment or further enhancement
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**All systems operational and tested**
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