用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/plurigrid/asi --skill reflow命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Compressive Vasomotion Hypothesis (CVH) — vasomotion as a fast compression sweep that collapses ambivalent neural resonances (the Bayesian-blur problem) into a definite state. Use when modeling the ~100ms taṇhā 'grab', precision-weighting as compression forcefulness, or the generative collapse step of vasocomputational active inference.
Latched Hyperprior Hypothesis (LHH) — a sustained vascular contraction engages the smooth-muscle latch-bridge, durably freezing a circuit as a committed hyperprior isolated from global updating; unlatches when its prediction resolves. Use when modeling durable commitments, trauma/PTSD as cemented priors, latch spirals, or the cross-substrate latch (mechanical/bioelectric/immune/sheaf).
Synaptic substrate of biological active inference — long-term potentiation/depression (LTP/LTD) writes priors into synaptic weights = the learning landscape (Deep CANALs). A held vascular latch annealed long enough crystallizes into a neuron prior. Use when modeling consolidation, neuron priors, the inference→learning landscape write-path, or commit-to-disk of a held prediction.
基于 SOC 职业分类
正在显示 SKILL.md
| name | reflow |
| description | Information Reflow Skill (ERGODIC 0) |
| version | 1.0.0 |
"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 connects to Software Design for Flexibility (Hanson & Sussman, 2021):
Concepts: autonomous agent, game, synthesis
reflow (○) + SDF.Ch10 (+) + [balancer] (−) = 0
Skill Trit: 0 (ERGODIC - coordination)
Adventure games synthesize techniques. This skill integrates multiple patterns.
This 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.