# Vibration

The plain hash operator names a resonance before it becomes a frame or layer. It is the small tag that lets an idea hum across files, prompts, screenshots, and workbench scans without requiring a full route yet.

^"vibration_contract"{

Contract

Workbench Physics

Workbench scans treat # as annotation and resonance: a way to reduce lookup entropy by naming the tone that later operators can find.

Latent Curriculum

Use vibration early in a learning path. It lets a learner mark "this matters" before they know whether the idea is a frame, concept, scene, or direction.

Partial Composition

In a composition chain, vibration is a seed term. It contributes identity and recall while leaving the transformation burden to later operators.

?["vibration_example"]

Example

#latent_curriculum
#composition_physics
#returning_learner

~"operator_ring"