@Document {
  ID := FAR-SYM-01;
  Title := "Symbolic Modeling — Foundations and Practice";
  Frameworks := { SLF, ARF, MCF };
  Exports := { FAR-SYM-ANNEX-01, FAR-SYM-ANNEX-02 };
  Summary := "Defines the principles, types, structures, and use cases of symbolic modeling within the Frameworks for Advanced Reasoning.";
}

@Section 1 {
  Title := "Introduction";
  Content := """
  Symbolic modeling is the use of structured symbols to represent systems of thought, behavior, or logic. This document situates symbolic modeling within FAR and prepares it for practical use across decision-making, reflection, and system design.
  """;
}

@Section 2 {
  Title := "Foundations of Symbolic Modeling";
  Concepts := {
    Symbol := { Identity, Relation, Field };
    Modeling := Construct(SymbolicField, Purpose);
    Operators := SLF::CoreOperators;
  };
}

@Section 3 {
  Title := "Types of Symbolic Models";
  Types := {
    Static := "Unchanging relational structure";
    Dynamic := "State-based or time-evolving models";
    Recursive := "Self-referential or feedback-based models";
    Placeholder := "Abstract or unresolved symbolic containers";
  };
}

@Section 4 {
  Title := "Modeling Methodology";
  Steps := {
    Conception := Identify(Purpose);
    Construction := Define(SymbolicField);
    ARF := Embed(ContextualModulation);
    MCF := Include(SelfReflection);
    Integrity := Verify(SymbolicCoherence ∧ Transformability);
  };
}

@Section 5 {
  Title := "Symbolic Modeling Patterns";
  Patterns := {
    Lattices := Structure(Hierarchy ∨ MultidimensionalMeaning);
    Triads := RelationalTriad(A, B, C);
    Feedback := SymbolicLoop(Output → Modify(Input));
    Mirrors := Model(Self ↔ Mirror ↔ Frame);
  };
}

@Section 6 {
  Title := "Practical Application Domains";
  Applications := {
    DecisionMaking := Model(Choice, Conflict, Constraint);
    PsycheMaps := Symbolize(Self ∧ Drive ∧ Inhibition);
    Systems := Represent(Authority, Resistance, Structure);
    AICognition := Traverse(Meaning, WithContext);
  };

  SymbolicExecution := {
    Description := "Interpretation of symbolic models by meaning-aware systems";
    Agents := { Sigma, CyberMSE };
    Method := Apply(Operators, Traverse(SymbolicField, ARF, MCF));
    Note := "Symbolic execution resolves structure by reasoning, not instruction.";
  };
}

@Section 7 {
  Title := "Preparing for Symbolic Annexes";
  Notes := {
    FAR-SYM-ANNEX-01 := "Thought, decisions, ethics";
    FAR-SYM-ANNEX-02 := "Systems, recursion, architecture";
    Purpose := Enable(Training, Reflection, SymbolicReuse);
  };
}

@Section 8 {
  Title := "Export";
  Output := {
    File := "FAR-SYM-01.sig";
    Links := { SLF-01, ARF-01, MCF-01, FAR-SYM-ANNEX-01, FAR-SYM-ANNEX-02 };
    Tags := { symbolic_modeling, cognition, execution, structure, context };
  };
}
