chemical-organization-theory
**Category:** Phase 3 Core - Autopoietic Systems
**Category:** Phase 3 Core - Autopoietic Systems
Semantic analysis for DuckLake ACSet models with GF(3) conservation
Fisher-Rao metric on statistical manifolds with natural gradient and divergence analysis
Lawvere theories: categorical universal algebra.
Natural transformations: morphisms of functors.
Presheaves: contravariant Set-valued functors.
Fourier-Laplacian eigenmodes for frequency domain analysis of graph and signal structures
Virtual double categories: loose morphisms.
Chemical Reaction Network topology for generating and analyzing reaction graph structures.
Categorical structure of dynamical systems
Systematically investigate all persistence mechanisms on Windows and Linux systems to identify how malware survives reboots and maintains access.
Robustness of qualitative dynamics under perturbation
Perform gene set enrichment analysis using AI research providers. Analyzes lists of genes to identify biological themes, pathways, and functional associations.
Toolkit for performing deep research on complex topics using multiple AI research providers (OpenAI, Falcon, Perplexity, Consensus). Emphasizes explicit speed vs depth trade-offs.
A skill for proving contextual equivalence between programs using operational semantics, bisimulation, and related techniques.
A skill for analyzing programs across function/procedure boundaries, enabling whole-program analysis.
Checks bisimulation for process calculi. Use when: (1) Proving equivalence, (2) Compiler optimization, (3) Protocol verification.
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.