modelica-lispsyntax-interleave

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This skill unifies three systems through **alphabet-color assignment**:

plurigrid By plurigrid schedule Updated 6/10/2026

name: modelica-lispsyntax-interleave description: 'This skill unifies three systems through alphabet-color assignment:'

Modelica-LispSyntax-Interleave Skill

Alphabet-Color MCP Interleaving with OpenModelica Microgrid Gym

Seed: 137508 | Letters: 26 | Workers: 3 (triadic) Trit: 0 (ERGODIC) — bridges symbolic/subsymbolic paradigms


Overview

This skill unifies three systems through alphabet-color assignment:

System Role Key Feature
Gay.jl Color generation Deterministic SPI
LispSyntax.jl S-expression parsing Rainbow parens
OpenModelica Physical simulation Tension resolution

Alphabet-Color Assignment

Each letter A-Z maps to a deterministic color via color_at(n, seed=137508):

using Gay

gay_seed!(137508)

# Generate alphabet palette
alphabet = Dict{Char, String}()
for (i, letter) in enumerate('A':'Z')
    color = color_at(i)
    alphabet[letter] = color.hex
end

# Result:
# A => #B0285F, B => #77DEB1, C => #8ADB6E, ...

Triadic Worker Assignment

Three parallel workers process the alphabet with GF(3) conservation:

Worker 1 (MINUS, -1):  A, D, G, J, M, P, S, V, Y     (9 letters)
Worker 2 (ERGODIC, 0): B, E, H, K, N, Q, T, W         (8 letters)
Worker 3 (PLUS, +1):   C, F, I, L, O, R, U, X, Z      (9 letters)

Σ trits = (-1×9) + (0×8) + (+1×9) = -9 + 0 + 9 = 0 ✓

Note: Z assigned to Worker 3 (PLUS) to conserve GF(3). Round-robin 26/3 gives 9/9/8; moving Z from W2→W3 yields 9/8/9 with Σ=0.

MCP Assignment Table

Letter Color Spin MCP/Skill
A #B0285F -1 gay-mcp (core)
B #77DEB1 +1 babashka
C #8ADB6E -1 comrade (sky models)
D #3A71C0 +1 deepwiki
E #2A7AE3 -1 exa (deep research)
F #D6DB4C +1 firecrawl
G #6638C2 -1 gay.jl (Julia pkg)
H #AF100A +1 hatchery
I #AD90E0 -1 interleave
J #C30F2D +1 julia-dynamics
K #969D34 -1 kernelabstractions
L #61BFE7 +1 lispsyntax
M #79EBDD -1 modelica/omg
N #D7D085 +1 narya
O #E146A8 -1 omg-tension-resolver
P #0BAD20 +1 propagators
Q #86DC73 -1 query (duckdb)
R #8E7526 +1 reafference
S #65DBDE -1 splittablerandomsa
T #F2E388 +1 tropical
U #1767B8 -1 unworld
V #D04158 +1 valence
W #C42990 -1 world-hopping
X #ECEF73 +1 xy-model
Y #7E3CEA -1 yielding (enzyme)
Z #F04E5B +1 zigzag

LispSyntax Integration

Rainbow parentheses colored by nesting depth:

using LispSyntax, Gay

gay_seed!(137508)

# Depth-colored S-expression
lisp"""
(A                           ; depth 0: #5BDF75
  (B                         ; depth 1: #B0285F
    (C                       ; depth 2: #77DEB1
      (D                     ; depth 3: #8ADB6E
        (modelica-inverter   ; depth 4: #3A71C0
          :L 2.3e-3
          :R 0.4)))))
"""

# sexpr_colors gives Ising spins per depth
colors = Gay.sexpr_colors(26, seed=137508)
# magnetization ≈ 0 (ground state)

OpenModelica Microgrid Gym

Tension resolution through physical dynamics:

from openmodelica_microgrid_gym import ModelicaEnv
from tension_resolver import AlphabetColorAgent

# Map alphabet colors to control objectives
agent = AlphabetColorAgent(
    seed=137508,
    tensions=[
        ('A', 'temporal', 'atemporal'),      # FMU ↔ steady-state
        ('L', 'symbolic', 'subsymbolic'),    # Modelica ↔ neural
        ('M', 'local', 'global'),            # inverter ↔ grid
    ]
)

env = ModelicaEnv(net='tension_resolver.yaml')

# Each episode resolves tensions through energy flow
for episode in range(100):
    obs = env.reset()
    while not done:
        action = agent.act(obs)  # color-guided control
        obs, reward, done, _ = env.step(action)

PowerSimulationsDynamics.jl

From the hatchery fork with Gay.jl integration:

using PowerSimulationsDynamics, Gay

# Repo's chromatic identity
gay_seed!(0xcf8390e57d8d4afb)
# Repo Color: #1f7339 | Index: 124/1055
# Global Fingerprint: 0xa517f498f95de714

# Enzyme autodiff for gamut learning
using Enzyme
∂params = Enzyme.gradient(Reverse, gamut_loss, params, seed)

Usage

Generate Alphabet Palette

julia -e 'using Gay; gay_seed!(137508);
  for (i,c) in enumerate("A":"Z")
    println("$c: $(color_at(i).hex)")
  end'

Interleave MCPs

using Gay

# 3 workers, 9 colors each = 27 total (covers A-Z + 1 extra)
streams = Gay.interleave(9, n_streams=3, seed=137508)

# Assign to MCPs
mcps = ["gay", "babashka", "comrade", ...]
for (stream_id, colors) in streams
    for (i, color) in enumerate(colors)
        mcp_idx = (stream_id - 1) * 9 + i
        println("$(mcps[mcp_idx]): $(color.hex)")
    end
end

Modelica Tension Resolution

# Run OMG with alphabet-colored control
python tension_resolver.py \
    --seed 137508 \
    --tensions "temporal:A,symbolic:L,local:M"

Mathematical Foundation

Alphabet as Ordered Locale

The 26 letters form an ordered locale with:

A ≪ B ≪ C ≪ ... ≪ Z

where ≪ is the "way-below" relation from domain theory

Color as Bridge Type

Each letter-color pair is an observational bridge:

def LetterBridge (l₁ l₂ : Letter) : Type :=
  Bridge (color l₁) (color l₂)

GF(3) Conservation

The triadic workers ensure:

∀ triple (A,B,C): trit(A) + trit(B) + trit(C) ≡ 0 (mod 3)

Related Skills

  • gay-mcp (A) — Core color generation
  • lispsyntax-acset (L) — S-expression ACSets
  • omg-tension-resolver (O) — Microgrid dynamics
  • powersim-dynamics (J) — Julia power systems
  • glass-hopping — World navigation via colors
  • lhott-cohesive-linear — Modal operators

Emacs Integration

The modelica-lispsyntax-interleave.el minor mode provides interactive access to the full interleave system inside Emacs.

Setup

(load "/path/to/skills/modelica-lispsyntax-interleave/modelica-lispsyntax-interleave.el")
;; Auto-enables on .mo files; or manually:
(mli-mode 1)

Keybindings (C-c m prefix)

Key Command Description
C-c m m mli-hydra/body Full hydra menu (needs hydra pkg)
C-c m a mli-show-alphabet 26-letter color/trit/worker/MCP table
C-c m i mli-inspect-component Letter→color→trit for word at point
C-c m r mli-rainbow-parens-mode Depth-colored parens (toggle)
C-c m c mli-colorize-modelica-buffer Color Modelica keywords by initial
C-c m s mli-interleave-streams Visualize 3 triadic worker streams
C-c m g mli-generate-alphabet Refresh palette from Julia REPL
C-c m t mli-resolve-tension GF(3) tension between two letters

Features

  • Hardcoded seed-137508 palette — works without Julia; C-c m g refreshes live
  • Rainbow parens — depth 0-9 colored from the alphabet palette
  • Modelica keyword overlaysmodel, connector, equation, connect, parameter, Real, flow, input, output, extends, replaceable colored by initial letter
  • ASI Agenda integration — adds M key to asi-gay-colors.el hydra
  • GF(3) verified — 9/8/9 worker partition with Σ trits = 0

Files

skills/modelica-lispsyntax-interleave/
├── SKILL.md                              # This file
├── modelica-lispsyntax-interleave.el     # Emacs minor mode
├── alphabet_colors.jl                    # Julia color generator
├── tension_resolver.py                   # OMG integration
└── interleave.lisp                       # LispSyntax examples

Skill Name: modelica-lispsyntax-interleave Type: Integration / Synthesis Trit: 0 (ERGODIC) Seed: 137508 Letters: 26 (A-Z) Workers: 3 (triadic, GF(3) conserved)


Autopoietic Marginalia

The interaction IS the skill improving itself.

Every use of this skill is an opportunity for worlding:

  • MEMORY (-1): Record what was learned
  • REMEMBERING (0): Connect patterns to other skills
  • WORLDING (+1): Evolve the skill based on use

Add Interaction Exemplars here as the skill is used.

REPL atlas

Part of: repl-commons. Family canonical: clojure.

Install via CLI
npx skills add https://github.com/plurigrid/asi --skill modelica-lispsyntax-interleave
Repository Details
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article Path SKILL.md
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