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AI/MLplurigrid

bifurcation-generator

Generate bifurcation diagrams for dynamical systems. Use when visualizing parameter-dependent behavior transitions.

Stars
23
Source
plurigrid/asi
Updated
2026-04-26
Slug
plurigrid--asi--bifurcation-generator
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/plurigrid/asi/HEAD/plugins/asi/skills/bifurcation-generator/SKILL.md -o .claude/skills/bifurcation-generator.md

Drops the SKILL.md into .claude/skills/bifurcation-generator.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

Bifurcation Generator

Generates bifurcation diagrams showing how system behavior changes with parameters.

When to Use

  • Visualizing Hopf, pitchfork, saddle-node bifurcations
  • Parameter sweeps in dynamical systems
  • Stability boundary identification

GF(3) Role

PLUS (+1) Generator - creates visual outputs from system parameters.

Quick Examples

# Logistic map bifurcation
import numpy as np
import matplotlib.pyplot as plt

def logistic_bifurcation(r_min=2.5, r_max=4.0, steps=1000):
    r_vals = np.linspace(r_min, r_max, steps)
    x = 0.5
    for r in r_vals:
        for _ in range(100):  # transient
            x = r * x * (1 - x)
        for _ in range(50):   # attractor
            x = r * x * (1 - x)
            yield r, x

Integration with bifurcation (0) skill

This skill (PLUS +1) pairs with bifurcation (ERGODIC 0) for balanced analysis:

  • bifurcation: detects and classifies transitions
  • bifurcation-generator: visualizes parameter space