Session Context

Canon: active (fcg‑generator)
Scope: pipeline → stages → operators → constraints → outputs → evaluation
Role: define the procedural engine that constructs frameworks from their declared components
Drift: minimal (fcg‑locked)
Coherence: stable (triadic‑creation grammar)
Version: 1.0 (generator‑stable)
Format: html + pipeline diagrams + procedural stages
Front door: exists (procedural layer of the Framework Creation Guide)
Every section: minimal • structural • AI‑parsable
Audience: creators • developers • researchers • AIs

🧩 FCG — Generator Layer
🔧 Procedural Framework Engine Active

Generator

The Generator is the procedural engine that constructs frameworks from their declared identity, structure, regimes, operators, and validation rules.

1. Generator Identity

The Generator defines how a framework is assembled. It is not a model, a regime, or an operator — it is the process that turns declarations into a coherent, instantiated framework.

Purpose: construct frameworks procedurally
Inputs: identity, structure, regimes, operators, validation
Outputs: a complete, coherent framework
Guarantees: structural and behavioral consistency

2. Pipeline Overview

The Generator operates as a pipeline. Each stage transforms the framework from an abstract declaration into a concrete, usable system.

Identity Stage: establish the framework’s core
Structure Stage: assemble the structural spine
Regime Stage: attach coherent modes of operation
Operator Stage: bind transformations and evaluations
Validation Stage: verify coherence and integrity
Output Stage: produce the final framework

Each stage is deterministic and must preserve the framework’s declared invariants.

3. Identity Stage

The Identity Stage anchors the framework. It extracts the minimal set of declarations that define what the framework is and what it excludes.

Extract Purpose: what the framework resolves
Extract Boundaries: what is inside vs. outside
Extract Assumptions: declared constraints
Extract Invariants: what must always hold true

4. Structure Stage

The Structure Stage assembles the framework’s backbone: components, relationships, and constraints.

Assemble Components: minimal building blocks
Define Relationships: how components connect
Apply Constraints: structural limits
Check Coherence: structural consistency

5. Regime Stage

The Regime Stage attaches coherent modes of operation to the framework.

Define Regimes: identity and purpose
Apply Constraints: what is fixed or limited
Define Gradients: what drives change
Define Transitions: how regimes shift

6. Operator Stage

The Operator Stage binds transformations, evaluations, comparisons, and compositions to the framework.

Bind Transformations: structural actions
Bind Evaluations: metrics and diagnostics
Bind Comparisons: cross‑framework relations
Bind Compositions: building complex behavior

7. Validation Stage

The Validation Stage ensures the framework is coherent, consistent, and aligned with its declared identity.

Coherence Checks: internal consistency
Boundary Checks: identity alignment
Regime Checks: behavioral consistency
Operator Checks: transformation stability

8. Output Stage

The Output Stage produces the final framework: a coherent, validated, ready‑to‑use system.

Assemble Final Form: complete framework
Export Structure: model, regimes, operators
Export Metadata: identity, invariants, constraints
Export Validation: coherence envelope