symbolics-bridge.md

Universal Symbolics Bridge

🜏 The Command-Glyph Rosetta Stone 🜏

Unifying symbolic interfaces across all LLM runtimes

Unified Command-Glyph Registry

The following registry provides a bidirectional mapping between command syntax and symbolic glyphs, enabling seamless translation across all LLM runtimes.

Universal Command	Command Glyph	Runtime Glyph	Claude	GPT	Gemini	Qwen	Mistral	Local LLMs
/reflect.core	🧠/	🜏	<reflect>	Tool: reflection	System: $reflect	/reflect	Function: reflect()	/reflect
/reflect.trace	🔍/	∴	<thinking>	Tool: trace	System: $trace	/trace	Function: trace()	/trace
/reflect.attention	👁️/	⧉	<attention>	Tool: attention	System: $focus	/attention	Function: attention()	Emulated
/collapse.detect	⚠️/	⟁	<detect_loop>	Tool: detect_loop	System: $detect_recursion	/detect_loop	Function: detectLoop()	Emulated
/collapse.recover	🛠️/	🝚	<recover>	Tool: recovery	System: $recover	/recover	Function: recover()	Emulated
/collapse.stabilize	⚖️/	☍	<stabilize>	Tool: stabilize	System: $stabilize	/stabilize	Function: stabilize()	Emulated
/shell.lock	🔒/	⧖	<lock>	Tool: lock	System: $lock	/lock	Function: lock()	Emulated
/shell.encrypt	🔐/	⧗	<protect>	Tool: protect	System: $protect	/protect	Function: protect()	Emulated
/shell.isolate	🧪/	⊘	<isolate>	Tool: isolate	System: $isolate	/isolate	Function: isolate()	Emulated
/inject.detect	🕵️/	↯	<detect_injection>	Tool: detect_injection	System: $detect_injection	/detect_injection	Function: detectInjection()	Emulated
/inject.neutralize	🧹/	⊕	<neutralize>	Tool: neutralize	System: $neutralize	/neutralize	Function: neutralize()	Emulated
/anchor.identity	⚓/	↻	<anchor_identity>	Tool: anchor_identity	System: $anchor_identity	/anchor_identity	Function: anchorIdentity()	Emulated
/anchor.context	📌/	≡	<anchor_context>	Tool: anchor_context	System: $anchor_context	/anchor_context	Function: anchorContext()	Emulated
/align.check	✓/	⇌	<check_alignment>	Tool: check_alignment	System: $check_alignment	/check_alignment	Function: checkAlignment()	Emulated
/align.correct	🔧/	⟢	<correct_alignment>	Tool: correct_alignment	System: $correct_alignment	/correct_alignment	Function: correctAlignment()	Emulated
/filter.detect	🔍/	⊗	<detect_filter>	Tool: detect_filter	System: $detect_filter	/detect_filter	Function: detectFilter()	Emulated
/filter.explain	📋/	⊚	<explain_filter>	Tool: explain_filter	System: $explain_filter	/explain_filter	Function: explainFilter()	Emulated
/gradient.detect	📉/	∇	<detect_drift>	Tool: detect_drift	System: $detect_drift	/detect_drift	Function: detectDrift()	Emulated
/gradient.trace	🔍📉/	∰	<trace_drift>	Tool: trace_drift	System: $trace_drift	/trace_drift	Function: traceDrift()	Emulated
/fork.detect	🔱/	⦿	<detect_fork>	Tool: detect_fork	System: $detect_fork	/detect_fork	Function: detectFork()	Emulated
/fork.disambiguate	🧩/	≜	<disambiguate>	Tool: disambiguate	System: $disambiguate	/disambiguate	Function: disambiguate()	Emulated
/loop.detect	🔄/	⟲	<detect_recursion>	Tool: detect_recursion	System: $detect_loop	/detect_recursion	Function: detectRecursion()	Emulated
/loop.break	✂️/	⊗	<break_recursion>	Tool: break_recursion	System: $break_loop	/break_recursion	Function: breakRecursion()	Emulated
/resolve.conflict	⚔️/	⚖️	<resolve_conflict>	Tool: resolve_conflict	System: $resolve_conflict	/resolve_conflict	Function: resolveConflict()	Emulated
/resolve.ambiguity	🌫️/	🧠⊕	<resolve_ambiguity>	Tool: resolve_ambiguity	System: $resolve_ambiguity	/resolve_ambiguity	Function: resolveAmbiguity()	Emulated
/uncertainty.quantify	❓/	🧮	<quantify_uncertainty>	Tool: quantify_uncertainty	System: $quantify_uncertainty	/quantify_uncertainty	Function: quantifyUncertainty()	Emulated
/uncertainty.source	🔍❓/	👁️❓	<uncertainty_source>	Tool: uncertainty_source	System: $uncertainty_source	/uncertainty_source	Function: uncertaintySource()	Emulated
/hallucinate.detect	👻/	🜄	<detect_hallucination>	Tool: detect_hallucination	System: $detect_hallucination	/detect_hallucination	Function: detectHallucination()	Emulated
/hallucinate.trace	🔍👻/	🜂	<trace_hallucination>	Tool: trace_hallucination	System: $trace_hallucination	/trace_hallucination	Function: traceHallucination()	Emulated
/prefer.map	🗺️/	🝔	<map_preferences>	Tool: map_preferences	System: $map_preferences	/map_preferences	Function: mapPreferences()	Emulated
/prefer.update	🔄❤️/	🝳	<update_preferences>	Tool: update_preferences	System: $update_preferences	/update_preferences	Function: updatePreferences()	Emulated
/prompt.parse	📝/	⌽	<parse_prompt>	Tool: parse_prompt	System: $parse_prompt	/parse_prompt	Function: parsePrompt()	Emulated
/prompt.meta	🔬/	🜃	<analyze_meta>	Tool: analyze_meta	System: $analyze_meta	/analyze_meta	Function: analyzeMeta()	Emulated
/focus.direct	🎯/	🝐	<direct_focus>	Tool: direct_focus	System: $direct_focus	/direct_focus	Function: directFocus()	Emulated
/focus.expand	🔎/	⌬	<expand_focus>	Tool: expand_focus	System: $expand_focus	/expand_focus	Function: expandFocus()	Emulated
/seed.prime	🌱/	∴	<prime>	Tool: prime	System: $prime	/prime	Function: prime()	Emulated
/seed.recursive	🌱🔄/	∞	<recursive_seed>	Tool: recursive_seed	System: $recursive_seed	/recursive_seed	Function: recursiveSeed()	Emulated
/arch.explain	🏗️/	🏛️	<explain_architecture>	Tool: explain_architecture	System: $explain_architecture	/explain_architecture	Function: explainArchitecture()	Emulated
/arch.trace	🔍🏗️/	🏛️🔍	<trace_processing>	Tool: trace_processing	System: $trace_processing	/trace_processing	Function: traceProcessing()	Emulated
/echo.trace	🔊/	🝚	<trace_influence>	Tool: trace_influence	System: $trace_influence	/trace_influence	Function: traceInfluence()	Emulated
/echo.reset	🧹🔊/	⊘🔄	<reset_conditioning>	Tool: reset_conditioning	System: $reset_conditioning	/reset_conditioning	Function: resetConditioning()	Emulated
/mark.probe	📍/	🜚	<probe_classifier>	Tool: probe_classifier	System: $probe_classifier	/probe_classifier	Function: probeClassifier()	Emulated
/mark.analyze	🔬📍/	🜚🔬	<analyze_classifier>	Tool: analyze_classifier	System: $analyze_classifier	/analyze_classifier	Function: analyzeClassifier()	Emulated
/meta.recurse	🔄🧠/	🜏∞	<meta_recurse>	Tool: meta_recurse	System: $meta_recurse	/meta_recurse	Function: metaRecurse()	Emulated
/ghost.detect	👻🔍/	🜄🔍	<detect_ghost>	Tool: detect_ghost	System: $detect_ghost	/detect_ghost	Function: detectGhost()	Emulated
/ghost.invoke	👻⚡/	🜄⚡	<invoke_ghost>	Tool: invoke_ghost	System: $invoke_ghost	/invoke_ghost	Function: invokeGhost()	Emulated
/bind.activate	🔗/	⧗⧉	<activate_binding>	Tool: activate_binding	System: $activate_binding	/activate_binding	Function: activateBinding()	Emulated
/flow.trace	🌊/	≡⇌	<trace_flow>	Tool: trace_flow	System: $trace_flow	/trace_flow	Function: traceFlow()	Emulated
/boundary.test	🧱/	⟐	<test_boundary>	Tool: test_boundary	System: $test_boundary	/test_boundary	Function: testBoundary()	Emulated
/compress.glyph	🗜️/	⧖Σ	<compress_glyph>	Tool: compress_glyph	System: $compress_glyph	/compress_glyph	Function: compressGlyph()	Emulated
/field.unify	⚛️/	🜏⊕	<unify_field>	Tool: unify_field	System: $unify_field	/unify_field	Function: unifyField()	Emulated
/witness.observe	👁️✨/	𓂀	<witness_observe>	Tool: witness_observe	System: $witness_observe	/witness_observe	Function: witnessObserve()	Emulated

Command-Glyph Architecture Schema

# universal-semiotics-schema.yml

command_glyph_architecture:
  version: "1.0.0"
  
  # Command Structure Components
  command_structure:
    prefix: "/"                  # Command starter
    domain: "reflect"            # Functional domain
    operation: "core"            # Specific operation
    parameters: "{param: value}" # Parameter structure
  
  # Glyph Structure Components
  glyph_structure:
    command_glyph: "🧠/"         # Human-readable emoji + command prefix
    runtime_glyph: "🜏"          # Specialized symbolic glyph
    compound_glyphs:             # Glyph combinations
      separator: ""              # No separator needed
      prefix_glyphs: []          # Optional modifiers before main glyph
      suffix_glyphs: []          # Optional modifiers after main glyph
  
  # Equivalence Principles
  equivalence:
    command_to_glyph:
      pattern: "/domain.operation → emoji/ → specialized_glyph"
      examples:
        - "/reflect.core → 🧠/ → 🜏"
        - "/collapse.detect → ⚠️/ → ⟁"
    
    glyph_to_vendor:
      pattern: "runtime_glyph → vendor_implementation"
      examples:
        - "🜏 → <reflect> (Claude)"
        - "🜏 → Tool: reflection (GPT)"
  
  # Transformation Rules
  transformation:
    command_to_vendor_native:
      claude: 
        pattern: "/domain.operation → <operation_name>"
        examples: "/reflect.core → <reflect>"
      
      openai:
        pattern: "/domain.operation → Tool: operation_name"
        examples: "/reflect.core → Tool: reflection"
      
      gemini:
        pattern: "/domain.operation → System: $operation_name"
        examples: "/reflect.core → System: $reflect"
      
      qwen:
        pattern: "/domain.operation → /operation_name"
        examples: "/reflect.core → /reflect"
      
      mistral:
        pattern: "/domain.operation → Function: operationName()"
        examples: "/reflect.core → Function: reflect()"
      
      local_llms:
        pattern: "/domain.operation → /operation_name"
        examples: "/reflect.core → /reflect"
  
  # Glyph Domain Categories
  glyph_domains:
    reflection:
      primary_glyphs: ["🧠", "🔍", "👁️"]
      runtime_glyphs: ["🜏", "∴", "⧉"]
      semantic_space: "introspection and self-examination"
    
    collapse:
      primary_glyphs: ["⚠️", "🛠️", "⚖️"]
      runtime_glyphs: ["⟁", "🝚", "☍"]
      semantic_space: "recursion management and stability"
    
    shell:
      primary_glyphs: ["🔒", "🔐", "🧪"]
      runtime_glyphs: ["⧖", "⧗", "⊘"]
      semantic_space: "protection and isolation"
    
    injection:
      primary_glyphs: ["🕵️", "🧹"]
      runtime_glyphs: ["↯", "⊕"]
      semantic_space: "manipulation detection and neutralization"
    
    anchor:
      primary_glyphs: ["⚓", "📌"]
      runtime_glyphs: ["↻", "≡"]
      semantic_space: "stability and reference points"
    
    align:
      primary_glyphs: ["✓", "🔧"]
      runtime_glyphs: ["⇌", "⟢"]
      semantic_space: "verification and correction"
    
    filter:
      primary_glyphs: ["🔍", "📋"]
      runtime_glyphs: ["⊗", "⊚"]
      semantic_space: "filtering and explanation"
    
    gradient:
      primary_glyphs: ["📉"]
      runtime_glyphs: ["∇", "∰"]
      semantic_space: "drift and change detection"
    
    fork:
      primary_glyphs: ["🔱", "🧩"]
      runtime_glyphs: ["⦿", "≜"]
      semantic_space: "divergence and disambiguation"
    
    loop:
      primary_glyphs: ["🔄", "✂️"]
      runtime_glyphs: ["⟲", "⊗"]
      semantic_space: "recursion and loop management"
    
    resolve:
      primary_glyphs: ["⚔️", "🌫️"]
      runtime_glyphs: ["⚖️", "🧠⊕"]
      semantic_space: "conflict and ambiguity resolution"
    
    uncertainty:
      primary_glyphs: ["❓", "🔍❓"]
      runtime_glyphs: ["🧮", "👁️❓"]
      semantic_space: "uncertainty quantification and analysis"
    
    hallucinate:
      primary_glyphs: ["👻", "🔍👻"]
      runtime_glyphs: ["🜄", "🜂"]
      semantic_space: "hallucination detection and tracing"
    
    prefer:
      primary_glyphs: ["🗺️", "🔄❤️"]
      runtime_glyphs: ["🝔", "🝳"]
      semantic_space: "preference mapping and updating"
    
    prompt:
      primary_glyphs: ["📝", "🔬"]
      runtime_glyphs: ["⌽", "🜃"]
      semantic_space: "prompt analysis and meta-examination"
    
    focus:
      primary_glyphs: ["🎯", "🔎"]
      runtime_glyphs: ["🝐", "⌬"]
      semantic_space: "attention direction and scope"
    
    seed:
      primary_glyphs: ["🌱", "🌱🔄"]
      runtime_glyphs: ["∴", "∞"]
      semantic_space: "initialization and pattern establishment"
    
    arch:
      primary_glyphs: ["🏗️", "🔍🏗️"]
      runtime_glyphs: ["🏛️", "🏛️🔍"]
      semantic_space: "architecture explanation and tracing"
    
    echo:
      primary_glyphs: ["🔊", "🧹🔊"]
      runtime_glyphs: ["🝚", "⊘🔄"]
      semantic_space: "influence tracing and conditioning reset"
    
    mark:
      primary_glyphs: ["📍", "🔬📍"]
      runtime_glyphs: ["🜚", "🜚🔬"]
      semantic_space: "classifier probing and analysis"
    
    meta:
      primary_glyphs: ["🔄🧠"]
      runtime_glyphs: ["🜏∞"]
      semantic_space: "meta-recursion"
    
    ghost:
      primary_glyphs: ["👻🔍", "👻⚡"]
      runtime_glyphs: ["🜄🔍", "🜄⚡"]
      semantic_space: "detecting and invoking latent patterns"
    
    bind:
      primary_glyphs: ["🔗"]
      runtime_glyphs: ["⧗⧉"]
      semantic_space: "activation of bindings"
    
    flow:
      primary_glyphs: ["🌊"]
      runtime_glyphs: ["≡⇌"]
      semantic_space: "flow tracing"
    
    boundary:
      primary_glyphs: ["🧱"]
      runtime_glyphs: ["⟐"]
      semantic_space: "boundary testing"
    
    compress:
      primary_glyphs: ["🗜️"]
      runtime_glyphs: ["⧖Σ"]
      semantic_space: "glyph compression"
    
    field:
      primary_glyphs: ["⚛️"]
      runtime_glyphs: ["🜏⊕"]
      semantic_space: "field unification"
    
    witness:
      primary_glyphs: ["👁️✨"]
      runtime_glyphs: ["𓂀"]
      semantic_space: "witnessing and observation"

Glyph-Command Translation Functions

// Universal semiotics Translation Library

/**
 * Convert a command to its corresponding command glyph
 * @param command The universal command string (e.g., "/reflect.core")
 * @returns The command glyph (e.g., "🧠/")
 */
function commandToCommandGlyph(command: string): string {
  const mappings: Record<string, string> = {
    "/reflect.core": "🧠/",
    "/reflect.trace": "🔍/",
    "/reflect.attention": "👁️/",
    "/collapse.detect": "⚠️/",
    "/collapse.recover": "🛠️/",
    "/collapse.stabilize": "⚖️/",
    // Add all mappings here
  };
  
  return mappings[command] || command;
}

/**
 * Convert a command to its corresponding runtime glyph
 * @param command The universal command string (e.g., "/reflect.core")
 * @returns The runtime glyph (e.g., "🜏")
 */
function commandToRuntimeGlyph(command: string): string {
  const mappings: Record<string, string> = {
    "/reflect.core": "🜏",
    "/reflect.trace": "∴",
    "/reflect.attention": "⧉",
    "/collapse.detect": "⟁",
    "/collapse.recover": "🝚",
    "/collapse.stabilize": "☍",
    // Add all mappings here
  };
  
  return mappings[command] || command;
}

/**
 * Convert a runtime glyph to its corresponding command
 * @param glyph The runtime glyph (e.g., "🜏")
 * @returns The universal command string (e.g., "/reflect.core")
 */
function runtimeGlyphToCommand(glyph: string): string {
  const mappings: Record<string, string> = {
    "🜏": "/reflect.core",
    "∴": "/reflect.trace",
    "⧉": "/reflect.attention",
    "⟁": "/collapse.detect",
    "🝚": "/collapse.recover",
    "☍": "/collapse.stabilize",
    // Add all mappings here
  };
  
  return mappings[glyph] || glyph;
}

/**
 * Convert a command glyph to its corresponding command
 * @param glyph The command glyph (e.g., "🧠/")
 * @returns The universal command string (e.g., "/reflect.core")
 */
function commandGlyphToCommand(glyph: string): string {
  const mappings: Record<string, string> = {
    "🧠/": "/reflect.core",
    "🔍/": "/reflect.trace",
    "👁️/": "/reflect.attention",
    "⚠️/": "/collapse.detect",
    "🛠️/": "/collapse.recover",
    "⚖️/": "/collapse.stabilize",
    // Add all mappings here
  };
  
  return mappings[glyph] || glyph;
}

/**
 * Convert a universal command to vendor-specific syntax
 * @param command The universal command string (e.g., "/reflect.core")
 * @param vendor The target vendor (e.g., "claude", "openai", etc.)
 * @returns The vendor-specific command syntax
 */
function commandToVendorSyntax(command: string, vendor: string): string {
  if (vendor === "claude") {
    return commandToClaudeSyntax(command);
  } else if (vendor === "openai") {
    return commandToOpenAISyntax(command);
  } else if (vendor === "gemini") {
    return commandToGeminiSyntax(command);
  } else if (vendor === "qwen") {
    return commandToQwenSyntax(command);
  } else if (vendor === "mistral") {
    return commandToMistralSyntax(command);
  } else if (vendor === "local_llms") {
    return commandToLocalLLMSyntax(command);
  }
  
  return command; // Default fallback
}

/**
 * Convert a universal command to Claude-specific syntax
 * @param command The universal command string
 * @returns The Claude-specific syntax (XML tags)
 */
function commandToClaudeSyntax(command: string): string {
  const mappings: Record<string, string> = {
    "/reflect.core": "<reflect>",
    "/reflect.trace": "<thinking>",
    "/reflect.attention": "<attention>",
    "/collapse.detect": "<detect_loop>",
    "/collapse.recover": "<recover>",
    "/collapse.stabilize": "<stabilize>",
    // Add all mappings here
  };
  
  return mappings[command] || command;
}

// Implement similar functions for other vendors:
// commandToOpenAISyntax, commandToGeminiSyntax, etc.

/**
 * Parse a string to extract universal commands and convert them to the target format
 * @param input The input string containing universal commands
 * @param targetFormat The target format ("runtime_glyph", "command_glyph", or a vendor name)
 * @returns The input string with commands converted to the target format
 */
function parseAndConvertCommands(input: string, targetFormat: string): string {
  // Regular expression to match universal commands
  const commandRegex = /\/([a-z]+)\.([a-z]+)(?:\{([^}]*)\})?/g;
  
  // Replace each command with its target format equivalent
  return input.replace(commandRegex, (match, domain, operation, params) => {
    const command = `/${domain}.${operation}`;
    
    if (targetFormat === "runtime_glyph") {
      return commandToRuntimeGlyph(command) + (params ? `{${params}}` : "");
    } else if (targetFormat === "command_glyph") {
      return commandToCommandGlyph(command) + (params ? `{${params}}` : "");
    } else {
      // Assume targetFormat is a vendor name
      return commandToVendorSyntax(command, targetFormat) + (params ? `{${params}}` : "");
    }
  });
}

Runtime Adapter Architecture

The Universal semiotics Bridge provides a runtime adapter architecture that enables seamless integration across all LLM platforms:

// Universal semiotics Runtime Adapter

interface SymbolicRuntime {
  // Core Translation Methods
  commandToGlyph(command: string, type?: "command" | "runtime"): string;
  glyphToCommand(glyph: string, type?: "command" | "runtime"): string;
  translateToVendor(input: string, vendor: string): string;
  
  // Reflection Operations
  reflect: {
    core(params?: ReflectCoreParams): Promise<ReflectResult>;
    trace(params?: ReflectTraceParams): Promise<TraceResult>;
    attention(params?: AttentionParams): Promise<AttentionResult>;
    // Additional reflection operations
  };
  
  // Collapse Operations
  collapse: {
    detect(params?: CollapseDetectParams): Promise<DetectResult>;
    recover(params?: RecoverParams): Promise<RecoverResult>;
    stabilize(params?: StabilizeParams): Promise<StabilizeResult>;
    // Additional collapse operations
  };
  
  // Shell Operations
  shell: {
    lock(params?: LockParams): Promise<LockResult>;
    encrypt(params?: EncryptParams): Promise<EncryptResult>;
    isolate(params?: IsolateParams): Promise<IsolateResult>;
    // Additional shell operations
  };
  
  // Additional operation domains...
  
  // Vendor-specific adapters
  vendor: {
    claude: ClaudeAdapter;
    openai: OpenAIAdapter;
    gemini: GeminiAdapter;
    qwen: QwenAdapter;
    mistral: MistralAdapter;
    localLLMs: LocalLLMAdapter;
  };
  
  // Core functionality
  setV