Coherence Analyzer

Core Diagnostic Engine for Coherence Envelopes (FFT 2026 Edition)#


Metadata#

module: Coherence Analyzer
parent_module: FFT Analyzer
layer: Core Frameworks — Structural Spine
version: 2026.1
status: Active, Canonical
analyzer_type:
  - coherence envelope analysis
  - harmonic stability diagnostics
  - paradox exposure detection
  - coherence drift mapping
  - field-locking evaluation
session_context:
  drift_sensitivity: high
  regime_sensitivity: high
  dimensional_envelope: D0–D7
  coherence_requirements:
    - coherence envelope must be declared or inferred
    - harmonic stability must be measurable
    - paradox exposure must be surfaced
cross_module_propagation:
  imports:
    - FFT coherence engines
    - FFT operator families
    - SARG regime geometry
    - Mode substrate states
    - Substrate Flow invariants
  exports:
    - coherence signatures
    - stability curves
    - paradox maps
    - coherence drift diagnostics

Purpose#

The Coherence Analyzer evaluates the coherence envelope of any framework expressed within Framework Field Theory.
Coherence determines whether a framework is:

  • structurally stable
  • harmonically aligned
  • paradox‑resilient
  • capable of dimensional or regime transitions
  • able to lock into field‑level behavior

This analyzer is the stability engine of FFT.


Coherence Model (C0–C4)#

C0 — Baseline#

Minimal coherence; unstable; drift likely.

C1 — Stabilized#

Basic coherence achieved; paradox resilience low.

C2 — Harmonic#

Harmonic patterns present; resonance forming.

C3 — Resonant#

Strong coherence; stable resonance; drift minimal.

C4 — Field‑Locked#

Maximum coherence; transitions smooth; field‑level stability.


What the Coherence Analyzer Measures#

1. Coherence Envelope#

Determines:

  • current coherence level (C0–C4)
  • envelope stability
  • envelope boundaries

2. Harmonic Stability#

Evaluates:

  • harmonic patterns
  • resonance formation
  • harmonic collapse risk

3. Paradox Exposure#

Identifies:

  • paradox density
  • paradox vectors
  • paradox‑induced drift

4. Coherence Drift#

Detects:

  • weakening coherence
  • operator‑driven coherence loss
  • regime‑driven instability
  • dimensional collapse effects

5. Field‑Locking Potential#

Determines whether the framework can:

  • stabilize
  • resonate
  • lock into field‑level coherence

Analyzer Workflow#

Step 1 — Declare Coherence Assumptions#

Provide:

  • known coherence level
  • operator pattern
  • dimensional envelope
  • regime state

Step 2 — Identify Coherence Envelope#

The analyzer infers:

  • C0–C4 state
  • envelope stability
  • envelope boundaries

Step 3 — Evaluate Harmonic Stability#

Checks:

  • harmonic patterns
  • resonance formation
  • collapse risk

Step 4 — Detect Paradox Exposure#

Maps:

  • paradox density
  • paradox vectors
  • paradox‑induced drift

Step 5 — Map Coherence Drift#

Identifies:

  • drift vectors
  • drift magnitude
  • drift triggers

Step 6 — Generate Coherence Signature#

A coherence signature includes:

  • coherence level
  • harmonic stability
  • paradox exposure
  • drift risk
  • field‑locking potential

Coherence Engine Structure#

The Coherence Analyzer uses the FFT Coherence Engine, composed of:

  • Measure Coherence — detect envelope, harmonic patterns, paradox load
  • Update Coherence — apply operators, transitions, and corrections
  • Recover Coherence — restore stability after collapse or paradox events

This engine runs continuously and is compatible with all FFT analyzers.


Example (Abbreviated)#

Framework: Organizational Learning Model
Coherence Signature:
  coherence: C2 (Harmonic)
  harmonic_stability: strong
  paradox_exposure: low
  drift_risk: low
  field_locking: possible
  notes: resonance forming; coherence envelope strengthening

- [README](/docs/Framework_Field_Theory/Analyzer/Coherence/README)
- [Coherence Stability](/docs/Framework_Field_Theory/Analyzer/Coherence/Coherence_Stability)
- [Coherence Drift](/docs/Framework_Field_Theory/Analyzer/Coherence/Coherence_Drift)
- [Paradox Exposure](/docs/Framework_Field_Theory/Analyzer/Coherence/Paradox_Exposure)
- [Harmonic Profiles](/docs/Framework_Field_Theory/Analyzer/Coherence/Harmonic_Profiles)
- [Coherence Signatures](/docs/Framework_Field_Theory/Analyzer/Coherence/Coherence_Signatures)
- [Examples](/docs/Framework_Field_Theory/Analyzer/Coherence/Examples)