GlyphRunner System
150a036604
Complete end-to-end multi-glyph resonance enabling simultaneous analysis of multiple glyphs with cross-glyph resonance metrics, guardrails, and comprehensive telemetry. ## Phase 1: XIC Layer - Context Accumulation ### XICContext Enhancement - Added glyph_contexts: list field for accumulating glyph IDs ### New Operations - PUSH_GLYPH_CONTEXT: accumulate glyph with guardrail enforcement - CLEAR_GLYPH_CONTEXT: reset context for new analysis chains ### Enhanced Existing Operations - CALL_GLYPH: detects populated glyph_contexts, passes glyph_ids to pipeline - RUN_PROMPT: supports multi-glyph context via glyph_ids parameter - STREAM: supports multi-glyph context via glyph_ids parameter ### Guardrail Integration - max_resonance_glyphs (default 10, configurable) - enable_resonance_guardrails (default True) - Enforced at PUSH_GLYPH_CONTEXT to prevent exceeding limit ## Phase 2: Symbolic Pipeline - Multi-Glyph Support ### Extended Signature - run_symbolic_pipeline now accepts glyph_ids parameter - Multi-glyph mode detection and routing - glyph_ids takes precedence over glyph_id if both provided ### Multi-Glyph Processing - SymbolicStep(kind="multi_glyph_resonance") for glyph_ids - SymbolicStep(kind="guardrail") when truncation needed - Guardrail enforcement with pipeline-level truncation to max_resonance_glyphs ### Null-Safety Fixes - extract_glyph_resonances: handles None resonance_map - get_dominant_glyphs: handles None resonance_map - format_glyph_resonance_report: handles None resonance_map ## Phase 3: LAIN Cognitive Kernel - Resonance Computation ### New Method: compute_multi_glyph_resonance - Takes glyph_ids list and execution result - Computes 5-dimensional metrics per glyph: - weight: relative importance [0.0, 1.0] - lineage_score: symbolic ancestry [0.0, 1.0] - contributor_score: contribution to fusion [0.0, 1.0] - frequency_score: occurrence frequency [0.0, 1.0] - grammar_score: structural alignment [0.0, 1.0] - Returns global_resonance_score as weighted average ### Enhanced execute_symbolic - Detects context["glyph_ids"] for multi-glyph mode - Post-processes LAIN result via compute_multi_glyph_resonance - Merges multi-glyph metrics into fused_symbol - Maintains backward compatibility (single-glyph unaffected) ## Phase 4: Guardrails & Telemetry ### Guardrail Enforcement - PUSH_GLYPH_CONTEXT rejects pushes exceeding max_resonance_glyphs - run_symbolic_pipeline truncates glyph_ids if needed - Guardrail step recorded in pipeline with reason message ### Telemetry Collection - ctx._state["last_resonance_stats"] stores: - glyph_count: number of glyphs processed - global_resonance_score: weighted average [0.0, 1.0] - guardrails_triggered: list of guardrail messages - timestamp: execution time ## Phase 5: Validation Suite ### 12 Comprehensive Tests (all passing) 1. New operations in OP_TABLE 2. XICContext.glyph_contexts field 3. PUSH_GLYPH_CONTEXT accumulation 4. CLEAR_GLYPH_CONTEXT reset 5. Guardrail enforcement on PUSH 6. run_symbolic_pipeline signature 7. compute_multi_glyph_resonance method 8. Multi-glyph resonance structure 9. execute_symbolic multi-glyph processing 10. Single-glyph backward compatibility 11. Demo programs validity 12. Multi-glyph demo structure ### Test File: test_multi_glyph_resonance.py - Unit tests for all components - Integration tests for data flow - Backward compatibility validation - Mock-based testing for isolated units ## Phase 6: Documentation ### Updated XIC_SEMANTICS_v1_5.md - Added PUSH_GLYPH_CONTEXT instruction semantics - Added CLEAR_GLYPH_CONTEXT instruction semantics - Added comprehensive Multi-Glyph Resonance section with: - Context accumulation model diagram - Complete workflow documentation - Guardrail specifications - Telemetry format definition - Three-glyph analysis example with JSON/Python output ### Created demo_multi_glyph_resonance.gx.json - Two-chain demonstration program - Chain 1: 3-glyph analysis (compression, entropy, information) - Chain 2: 4-glyph analysis (cognition, language, symbol, meaning) - Shows complete resonance query pipeline - Demonstrates context clearing and reset ### Created XIC_MULTI_GLYPH_RESONANCE_REPORT.md - Comprehensive implementation documentation - All 6 phases detailed with code examples - Architecture overview and data flow diagrams - Design decisions with rationale - Backward compatibility guarantees - Usage examples (CLI, JSON, programmatic) - Future enhancement suggestions ## Key Features ✅ Explicit context accumulation (PUSH_GLYPH_CONTEXT) ✅ Automatic multi-glyph detection in CALL_GLYPH/RUN_PROMPT/STREAM ✅ Guardrails prevent exceeding max_resonance_glyphs ✅ Telemetry tracking for analytics ✅ Full backward compatibility maintained ✅ Single-glyph mode unaffected ✅ Comprehensive validation suite (12/12 tests passing) ✅ Complete formal specification updates ✅ Demo program showcase ## Backward Compatibility - All XIC v1 programs work unchanged - Single-glyph CALL_GLYPH still works identically - Empty glyph_contexts → single-glyph behavior - .gx binary format unchanged - No breaking changes to APIs Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>