Information Reflow Skill (ERGODIC 0)

"Decomposition of etymological kind leads to compositionality of meaning."

Core Insight

Reflow is collapse with conservation. Content exists in superposition until measured by context, then collapses while preserving GF(3) = 0.

reflow : (Content × SourceContext × TargetContext) → Content'
such that GF(3)(Content) = GF(3)(Content')

Neighbor Awareness (Braided Monoidal)

Position	Skill	Trit	Role
Left	gestalt-hacking	0	Perceptual grouping
Self	reflow	0	Cross-context translation
Right	gay-mcp	+1	Deterministic coloring

Etymology as Decomposition

Morpheme	Meaning	Trit
tri-	three	±0 (balanced)
-mester	measure	±0 (neutral)
bi-	two	unbalanced
se- (six)	two×three	balanced via factorization

Trimester resonates with GF(3) because "tri-" encodes triadic structure in the morpheme itself.

GF(3) Triads

persistent-homology (-1) ⊗ reflow (0) ⊗ gay-mcp (+1) = 0 ✓  [Core Reflow]
pun-decomposition (-1) ⊗ reflow (0) ⊗ gay-mcp (+1) = 0 ✓  [Pun Reflow]
three-match (-1) ⊗ reflow (0) ⊗ topos-generate (+1) = 0 ✓  [Cross-Language]
sheaf-cohomology (-1) ⊗ reflow (0) ⊗ operad-compose (+1) = 0 ✓  [Compositional]
polyglot-spi (-1) ⊗ reflow (0) ⊗ gay-mcp (+1) = 0 ✓  [SPI Verification]
temporal-coalgebra (-1) ⊗ reflow (0) ⊗ koopman-generator (+1) = 0 ✓  [Dynamic]
shadow-goblin (-1) ⊗ reflow (0) ⊗ agent-o-rama (+1) = 0 ✓  [Traced Reflow]
gestalt-hacking (-1) ⊗ reflow (0) ⊗ gay-mcp (+1) = 0 ✓  [Gestalt Reflow]

Context Types

Code	Context	Perspective	Preservation
0	FORMAL	α-Riehl	Structure
1	COMPRESSED	β-Sutskever	Semantics
2	EXPLORATORY	γ-Schmidhuber	GF(3) only
3	SAMPLED	δ-Bengio	GF(3) only
4	MOVE	-	Structure
5	RUBY	-	Semantics
6	SQL	-	Semantics
7	CLOJURE	-	Structure

Reflow as Functor

F : Context → Context
F(content) = reflowed content
F(gf3) = gf3  (invariant preserved)

η : F_α → F_β  (natural transformation)

The naturality condition ensures GF(3) conservation across all perspectives.

Pun Connection

A pun is a reflow where:

Source: Surface form with default parse
Target: Same surface form with alternate parse
Invariant: The phonetic surface (preserved)
Humor: The unexpected context switch

pun_reflow = {
  surface: "time flies",
  source_parse: { flies: :verb, like: :prep },
  target_parse: { flies: :noun, like: :verb },
  gf3_conserved: true  # Same surface!
}

Usage

Ruby

require 'xip_reflow'
content = XIP::Reflow::Content.new(data: "...", source_context: XIP::Reflow::Context::FORMAL)
op = XIP::Reflow::Operator.new
result = op.reflow_to_clojure(content)
puts result[:gf3_conserved]  # => true

Clojure/NATS

(require '[agents.reflow-nats :as r])
(def content (r/create-content "data" :formal))
(r/reflow content :clojure :structure)

Move

use adversarial::reflow;
reflow::tracked_reflow(account, CONTEXT_CLOJURE, PRESERVE_STRUCTURE);

Premining Resonant Seeds

A seed "resonates" when its decomposition yields balanced composition:

# Seed 2025, index 43 → #6728DB
# Hue 67.28° → golden thread spirals through triadic cycle
# Etymology: re- (back) + flow → recursive compositional balance

# LMBIH seed (327833753928), index 43 → #7074D4
# Phonetic decomposition resonates with purple-blue spectrum

reflow