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Author SHA1 Message Date
GlyphRunner System bce6b6fa37 Implement XIC v1.5 glyph resonance awareness upgrade (Phase 3-4)
This commit completes the comprehensive glyph resonance awareness upgrade
with queryable resonance metrics, new instruction, and formal specification.

## Changes

### Phase 3: New GET_GLYPH_RESONANCE Instruction
- Added op_GET_GLYPH_RESONANCE to xic_ops.py for querying glyph resonance data
- Supports metrics: report, global, dominant, weight, lineage, contributor, frequency, grammar
- Results printed with [XIC-RESONANCE] prefix and stored in ctx._state
- Handles both full pipeline result (preferred) and fallback to resonance_metrics dict
- Updated OP_TABLE to include 10th operation

### Phase 4: Formal Specification & Demo

#### XIC_SEMANTICS_v1_5.md Updates
- Added comprehensive "Glyph Resonance Structure" section documenting:
  - FusedSymbol dataclass with summary, glyph_ids, resonance_map
  - GlyphResonanceMap with resonances dict and utility methods
  - GlyphResonanceMetrics (weight, lineage_score, contributor_score, frequency_score, grammar_score)
  - Example JSON structure from LAIN cognition
- Added "GET_GLYPH_RESONANCE" instruction semantics with:
  - Signature and preconditions/postconditions
  - Metric table describing all query types
  - Detailed side effects and remarks
  - Data access patterns

#### New Demo Program
- Created programs/demo_glyph_resonance.gx.json
- Two-chain demonstration:
  - Chain 1: compression_theory glyph with report, global, dominant, weight queries
  - Chain 2: neural_dynamics glyph with individual metric queries (lineage, contributor, frequency, grammar)
- Full instrumentation with CHAIN markers and LOG statements

#### Comprehensive Report
- Created XIC_GLYPH_RESONANCE_REPORT.md documenting:
  - Executive summary of resonance awareness upgrade
  - Detailed explanation of all components
  - Architecture and data flow diagrams
  - All 10 validation test results
  - Usage examples and design decisions
  - Backward compatibility guarantees
  - Future extensibility notes

## Implementation Details

### Enhanced Data Structures (glyphos/symbolic_pipeline.py)
- GlyphResonanceMetrics: 5-dimensional resonance scoring
- GlyphResonanceMap: with get_glyph_resonance(), get_top_glyphs(), get_average_resonance()
- FusedSymbol.from_lain_result(): parses LAIN output structure

### Glyph Resonance Utilities
- extract_glyph_resonances(): extract per-glyph metrics from pipeline result
- get_dominant_glyphs(n): rank glyphs by weight
- format_glyph_resonance_report(): human-readable resonance output

### Enhanced CALL_GLYPH
- Now stores comprehensive resonance data in ctx._state["glyph_{glyph_id}"]
- Captures output_text, fused_symbol, resonance_metrics, global_resonance_score, steps
- Also stores full SymbolicPipelineResult for direct access

### New op_GET_GLYPH_RESONANCE
- Query stored resonance metrics with flexible metric selection
- Integrates with symbolic_pipeline utilities for full introspection
- Prints results and stores in ctx._state for programmatic access

## Exports (glyphos/__init__.py)
- GlyphResonanceMetrics
- GlyphResonanceMap
- extract_glyph_resonances
- get_dominant_glyphs
- format_glyph_resonance_report

## Testing
All 10 validation tests pass:
 GlyphResonanceMetrics instantiation
 GlyphResonanceMap methods (get_glyph_resonance, get_top_glyphs, get_average_resonance)
 FusedSymbol.from_lain_result() parsing
 extract_glyph_resonances() functionality
 get_dominant_glyphs() ranking
 format_glyph_resonance_report() generation
 OP_TABLE has GET_GLYPH_RESONANCE
 op_GET_GLYPH_RESONANCE callable
 demo_glyph_resonance.gx.json valid
 All exports available from glyphos

## Backward Compatibility
- Zero breaking changes
- All XIC v1 and v1.5 programs work unchanged
- New resonance features are additive
- Existing instruction signatures preserved
- Compressed mode execution unaffected

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
2026-05-21 02:21:44 -04:00
GlyphRunner System 6e0a586f51 Implement XIC v1.5: Symbolic Pipeline Abstraction with Glyph-Aware Transformations
Implements all phases of the symbolic pipeline extension:

**Phase 1: Symbolic Pipeline Abstraction**
- Created glyphos/symbolic_pipeline.py with:
  - SymbolicStep: tracks individual pipeline steps (name, kind, payload, context)
  - SymbolicPipelineResult: complete pipeline execution result (steps, output_text, fused_symbol)
  - run_symbolic_pipeline(prompt, context, glyph_id): high-level pipeline entrypoint
- Integrated with glyphos/__init__.py exports

**Phase 2: Glyph-Aware Transformations**
- Updated glyphos/cognitive_kernel.py:
  - run_symbolic_prompt() now thin wrapper around pipeline
  - Maintains backward compatibility
- Updated xic_ops.py operations:
  - op_RUN_PROMPT: uses pipeline in symbolic mode
  - op_STREAM: uses pipeline with line-by-line output
  - op_CALL_GLYPH: routes through pipeline with explicit glyph_id parameter
- Context propagation: glyph_id automatically injected into LAIN context

**Phase 3: XIC Instruction Semantics v1.5**
- Created XIC_SEMANTICS_v1_5.md:
  - Formal specification of all 9 XIC instructions
  - Complete semantics: preconditions, postconditions, side effects
  - Symbolic vs compressed behavior for each op
  - Context model and pipeline semantics
  - Execution paths (compressed vs symbolic)
  - Backward compatibility guarantees

**Phase 4: Demo Program & Validation**
- Created programs/demo_symbolic_pipeline.gx.json
  - Demonstrates symbolic pipeline with glyph-aware cognition
  - Uses CALL_GLYPH, RUN_PROMPT, SET_CONTEXT, CHAIN, LOG
- All 7 validation tests pass:
   Pipeline module imports
   Pipeline execution
   Glyph-aware transformations
   Demo program
   CALL_GLYPH result storage
   Backward compatibility
   run_symbolic_prompt() wrapper

**Phase 5: Final Report**
- Created XIC_SYMBOLIC_PIPELINE_REPORT.md
  - Architecture and module hierarchy
  - Integration points and data flow
  - Design decisions and rationale
  - Usage examples

Key Features:
- Step-level introspection: full SymbolicPipelineResult with step history
- Glyph-aware: explicit glyph_id routing through LAIN kernel
- Formal semantics: complete specification for tool builders
- Backward compatible: all v1 programs work unchanged
- No breaking changes: compressed execution path untouched

Constraints Met:
 No GPU code
 No XIC v2 binary container
 No .gx format changes
 Full backward compatibility
2026-05-21 01:27:49 -04:00