From asi
Reflows content between contexts like FORMAL, COMPRESSED, RUBY, SQL, and CLOJURE while conserving GF(3) invariant. Useful for cross-context code translation and paradigm shifts.
How this skill is triggered — by the user, by Claude, or both
Slash command
/asi:reflowThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
> *"Decomposition of etymological kind leads to compositionality of meaning."*
"Decomposition of etymological kind leads to compositionality of meaning."
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')
| Position | Skill | Trit | Role |
|---|---|---|---|
| Left | gestalt-hacking | 0 | Perceptual grouping |
| Self | reflow | 0 | Cross-context translation |
| Right | gay-mcp | +1 | Deterministic coloring |
| 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.
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]
| 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 |
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.
A pun is a reflow where:
pun_reflow = {
surface: "time flies",
source_parse: { flies: :verb, like: :prep },
target_parse: { flies: :noun, like: :verb },
gf3_conserved: true # Same surface!
}
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
(require '[agents.reflow-nats :as r])
(def content (r/create-content "data" :formal))
(r/reflow content :clojure :structure)
use adversarial::reflow;
reflow::tracked_reflow(account, CONTEXT_CLOJURE, PRESERVE_STRUCTURE);
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
This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:
dynamical-systems: 41 citations in bib.duckdbThis skill maps to Cat# = Comod(P) as a bicomodule in the equipment structure:
Trit: 0 (ERGODIC)
Home: Prof
Poly Op: ⊗
Kan Role: Adj
Color: #26D826
The skill participates in triads satisfying:
(-1) + (0) + (+1) ≡ 0 (mod 3)
This ensures compositional coherence in the Cat# equipment structure.
npx claudepluginhub plurigrid/asi --plugin asiAssesses oversized or multi-domain Claude Code skills and refactors by splitting or extracting references. Use for token threshold violations (SK006/SK007) or multiple independent domains.
Enables dynamic skills via trans-triad: transclusion pulls live file content into context, transduction transforms it, transitivity composes chains for fresh, lean context without staleness.
Guides decisions on splitting Claude skill content between SKILL.md and reference files for context efficiency and reliable triggering. Use when creating or refactoring skills, SKILL.md exceeds 300-400 lines, or mentions progressive disclosure.