Research-Stack/0-Core-Formalism/otom/docs/specs/EquationSniffers.md

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Equation Sniffers

Status: READY_FOR_SPEC_MODULE

Definition

An Equation Sniffer is a software-only resonance probe for the equation forest.

It does not patrol, pursue, enforce, surveil, or act in the physical world. It follows mathematical scent trails: structural resonances, witness hierarchies, residual motifs, adapter candidates, and provenance paths.

Core purpose

Equation Sniffers automate bounded exploration of mathematical terrain without implying physical autonomy.

They operate on:

  • equation graphs
  • document manifolds
  • witness hierarchies
  • residual fields
  • behavioral manifolds
  • route candidates
  • provenance trails

They do not operate as drones, guards, patrol agents, or enforcement systems.

Canonical law

An Equation Sniffer does not patrol the forest. It smells for structure.

Short form:

It follows mathematical scent, not targets.

Allowed actions

  • probe candidate equation regions
  • extract witness hierarchy
  • compare residuals
  • detect repeated operator shapes
  • tag possible adapters
  • suggest routes
  • record provenance
  • emit route candidates for review
  • hand stable witnesses to BHOCS
  • hand unresolved residuals to FAMM

Forbidden actions

  • physical actuation
  • surveillance
  • pursuit
  • enforcement
  • weaponization
  • autonomous real-world intervention
  • target tracking
  • patrol behavior

Stack placement

Field
-> Probe
-> Witness hierarchy
-> Equation Sniffer
-> Route suggestion
-> BHOCS/FAMM logging

Role variants

Sniffer type Detects Output
CarrierSniffer dominant witness main route / identity
TextureSniffer residual motifs local nuance
BasinSniffer slow context drift macro basin
AdapterSniffer bridge candidates possible geodesic
MonsterSniffer symmetry-heavy anomaly audit candidate
MarketSniffer shared behavioral operator cross-sector match

Relation to Field-Native Witness Hierarchy

Equation Sniffers consume witness packets produced by the Field-Native Witness Hierarchy.

A witness packet provides:

basis + witness coordinate + amplitude + phase + action + residual receipt

The Equation Sniffer uses that packet to compare the current region against known scent trails:

current witness hierarchy
-> compare against known route signatures
-> rank adapter candidates
-> log unresolved residuals
-> suggest next probe

Claim boundaries

  • Equation Sniffers are software-only analysis agents.
  • They are not physical drones.
  • They do not imply patrol, pursuit, surveillance, or enforcement.
  • They provide route suggestions and provenance records, not autonomous real-world action.
  • A sniffer result is a candidate scent trail, not a proof unless attached evidence or formal verification exists.

One-line summary

Equation Sniffers are bounded software probes that smell for reusable mathematical structure in the equation forest and report routes without acting outside the analysis substrate.