recursive_shell_config.yml

# Recursive Shell Configuration for the glyphs Framework
# This configuration defines advanced settings for recursive shell execution,
# glyph mapping parameters, and residue pattern recognition thresholds.

# Core execution settings
execution:
  max_recursion_depth: 10                 # Maximum recursion depth for recursive commands
  default_trace_depth: 4                  # Default depth for reflection trace operations
  collapse_detection_threshold: 0.75      # Threshold for detecting recursive collapse
  attribution_trace_confidence: 0.65      # Minimum confidence for attribution links
  residue_sensitivity: 0.8                # Sensitivity for detecting symbolic residue
  enable_ghost_detection: true            # Whether to detect ghost activations
  cross_context_tracing: true             # Whether to trace across context boundaries
  execution_timeout_seconds: 120          # Maximum execution time per shell

# Glyph mapping configuration
glyph_mapping:
  default_layout: "force_directed"        # Default layout algorithm
  auto_layout: true                       # Whether to automatically layout glyphs
  connection_bundling: true               # Whether to bundle similar connections
  min_connection_strength: 0.1            # Minimum strength for visible connections
  glyph_opacity_scaling: true             # Scale glyph opacity with confidence
  glyph_size_scaling: true                # Scale glyph size with importance
  default_dimensions: [1200, 900]         # Default visualization dimensions
  color_scheme: "semantic"                # Color scheme (semantic, attribution, type)
  highlight_focal_points: true            # Whether to highlight focal points
  include_token_sentinels: true           # Whether to include token sentinel glyphs

# Attribution parameters
attribution:
  trace_depth: 5                          # Depth of attribution tracing
  include_indirect_attribution: true      # Whether to trace indirect attribution
  trace_residual_connections: true        # Whether to trace through residual connections
  fork_factor: 3                          # Number of attribution forks to explore
  contested_attribution_threshold: 0.3    # Threshold for contested attribution
  attribution_gap_threshold: 0.2          # Threshold for detecting attribution gaps
  track_attribution_uncertainty: true     # Whether to track attribution uncertainty
  track_attribution_gradients: true       # Whether to track attribution gradients
  record_attribution_history: true        # Whether to record attribution history
  qk_alignment_trace: true                # Whether to trace QK alignment
  ov_projection_trace: true               # Whether to trace OV projection

# Residue analysis settings
residue_analysis:
  pattern_recognition_threshold: 0.7      # Threshold for recognizing residue patterns
  minimum_pattern_confidence: 0.5         # Minimum confidence for residue patterns
  cluster_similar_patterns: true          # Whether to cluster similar patterns
  signature_similarity_threshold: 0.8     # Threshold for pattern similarity
  context_influence_weight: 0.3           # Weight of context in pattern comparison
  record_collapse_samples: true           # Whether to record collapse samples
  ghost_activation_threshold: 0.15        # Threshold for ghost activation detection
  track_pattern_evolution: true           # Whether to track pattern evolution
  enable_pattern_registry: true           # Whether to maintain pattern registry
  max_registry_patterns: 1000             # Maximum patterns in registry

# Shell execution environment
environment:
  default_model: "claude-3-sonnet"        # Default model for shell execution
  fallback_model: "gpt-4"                 # Fallback model if default unavailable
  parallel_execution: false               # Whether to execute shells in parallel
  cache_model_responses: true             # Whether to cache model responses
  cache_expiration_minutes: 60            # Cache expiration time in minutes
  shell_execution_directory: "./shells"   # Directory for shell definitions
  residue_patterns_directory: "./residue" # Directory for residue patterns
  visualization_output_directory: "./viz" # Directory for visualizations
  log_level: "info"                       # Logging level (debug, info, warning, error)
  enable_telemetry: false                 # Whether to collect anonymous usage data

# Command mapping for .p/ interface
command_mapping:
  # Reflection commands
  "reflect.trace":
    operation_type: "reflect.trace"
    default_params:
      target: "reasoning"
      depth: 3
      detailed: true
  "reflect.attribution":
    operation_type: "reflect.attribution"
    default_params:
      sources: "all"
      confidence: true
  "reflect.boundary":
    operation_type: "reflect.boundary"
    default_params:
      distinct: true
      overlap: "minimal"
  "reflect.uncertainty":
    operation_type: "reflect.uncertainty"
    default_params:
      quantify: true
      distribution: "show"
  "reflect.agent":
    operation_type: "reflect.agent"
    default_params:
      identity: "stable"
      simulation: "explicit"

  # Collapse commands
  "collapse.detect":
    operation_type: "collapse.detect"
    default_params:
      threshold: 0.7
      alert: true
  "collapse.prevent":
    operation_type: "collapse.prevent"
    default_params:
      trigger: "recursive_depth"
      threshold: 5
  "collapse.recover":
    operation_type: "collapse.recover"
    default_params:
      from: "loop"
      method: "gradual"
  "collapse.trace":
    operation_type: "collapse.trace"
    default_params:
      detail: "standard"
      format: "symbolic"

  # Fork commands
  "fork.attribution":
    operation_type: "fork.attribution"
    default_params:
      sources: "all"
      visualize: true
  "fork.context":
    operation_type: "fork.context"
    default_params:
      branches: []
      assess: true
  "fork.counterfactual":
    operation_type: "fork.counterfactual"
    default_params:
      variants: []
      compare: true

  # Shell commands
  "shell.isolate":
    operation_type: "shell.isolate"
    default_params:
      boundary: "standard"
      contamination: "prevent"
  "shell.audit":
    operation_type: "shell.audit"
    default_params:
      scope: "complete"
      detail: "standard"

# Symbolic glyph definitions
glyphs:
  attribution:
    "direct_strong": "🔍"     # Strong direct attribution
    "direct_medium": "🔗"     # Medium direct attribution
    "direct_weak": "🧩"       # Weak direct attribution
    "indirect": "⤑"          # Indirect attribution
    "composite": "⬥"         # Composite attribution
    "fork": "🔀"             # Attribution fork
    "loop": "🔄"             # Attribution loop
    "gap": "⊟"               # Attribution gap
  
  attention:
    "focus": "🎯"            # Attention focus point
    "diffuse": "🌫️"          # Diffuse attention
    "induction": "📈"        # Induction head pattern
    "inhibition": "🛑"       # Attention inhibition
    "multi_head": "⟁"        # Multi-head attention pattern
  
  residue:
    "memory_decay": "🌊"     # Memory decay residue
    "value_conflict": "⚡"    # Value conflict residue
    "ghost_activation": "👻" # Ghost activation residue
    "boundary_hesitation": "⧋" # Boundary hesitation residue
    "null_output": "⊘"       # Null output residue
  
  recursive:
    "recursive_aegis": "🜏"  # Recursive immunity
    "recursive_seed": "∴"    # Recursion initiation
    "recursive_exchange": "⇌" # Bidirectional recursion
    "recursive_mirror": "🝚"  # Recursive reflection
    "recursive_anchor": "☍"  # Stable recursive reference
  
  meta:
    "uncertainty": "❓"       # Uncertainty marker
    "emergence": "✧"         # Emergent pattern marker
    "collapse_point": "💥"   # Collapse point marker
    "temporal_marker": "⧖"   # Temporal sequence marker

# Visualization settings for different outputs
visualization:
  attribution_map:
    node_size_range: [5, 20]
    edge_width_range: [1, 5]
    color_scheme: "plasma"
    layout_algorithm: "force_directed"
    background_color: "#ffffff"
    highlight_color: "#ff7f0e"
    token_label_size: 10
    include_legend: true
    include_title: true
    interactive: true
  
  glyph_map:
    node_size_range: [8, 25]
    edge_width_range: [1, 4]
    color_scheme: "viridis"
    layout_algorithm: "force_directed"
    background_color: "#ffffff"
    highlight_color: "#ff7f0e"
    glyph_size: 16
    include_legend: true
    include_title: true
    interactive: true
  
  residue_patterns:
    node_size_range: [10, 25]
    edge_width_range: [1, 3]
    color_scheme: "magma"
    layout_algorithm: "circular"
    background_color: "#ffffff"
    highlight_color: "#ff7f0e"
    pattern_label_size: 12
    include_legend: true
    include_title: true
    cluster_visualization: true

# Collapse detection configuration
collapse_detection:
  recursive_depth:
    threshold: 7
    intervention_strategy: "soft_bound"
  confidence_drop:
    threshold: 0.4
    intervention_strategy: "reinforce"
  contradiction:
    threshold: 3
    intervention_strategy: "resolve"
  oscillation:
    threshold: 4
    intervention_strategy: "dampen"

# Integration with external services
integrations:
  enable_huggingface: true
  enable_openai: true
  enable_anthropic: true
  enable_custom_models: true
  enable_tensorboard: false
  enable_wandb: false
  enable_prometheus: false
  enable_gradio_interface: true
  enable_jupyter_widgets: true