alife-commons

SkillAI & models

Artificial Life atlas covering open-ended evolution, chemical reaction networks, morphogenesis, self-replication, and programmable chemistry. Use when picking a simulation framework, wiring ALife models into the skill graph, or onboarding contributors to the ALife cluster.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the alife-commons skill

What this skill tells your AI

The instructions your AI receives, as published by plurigrid/asi in skills/alife-commons/SKILL.md and read by ahel’s review.

A single entry point that intermixes every ALife-primary skill in the repo. Edges emitted below make each family member depth-1 from this hub.

Tree decomposition of the ALIFE 2025 theme graph yields 7 bags, tree-width 2. evolution is the universal adhesion vertex (appears in 6/7 bags).

Families

open-ended-evolution

alife · alife2025 · truealife · true-alife · jaxlife-open-ended · skill-evolution

Comprehensive index: alife (256+ repos). Proceedings: alife2025 (337 pages, 80+ papers). JAX simulator: jaxlife-open-ended. Self-indexing automata: true-alife. Skill-level evolution patterns: skill-evolution. Energy tracking: truealife.

chemical-reaction-networks

catalyst-chemical · chemical-abstract-machine · chemical-organization-theory · crn-topology · turing-chemputer

Catalyst.jl ODE modeling: catalyst-chemical. Berry-Boudol CHAM: chemical-abstract-machine. Org theory / closure: chemical-organization-theory. Reaction graph topology: crn-topology. Programmable synthesis (XDL): turing-chemputer.

morphogenesis-and-growth

lindenmayer-systems · phyllotaxis

L-systems for fractal/plant generation: lindenmayer-systems. Golden-angle succulent growth as propagator network: phyllotaxis.

self-organization

autopoiesis · social-emergence-protocol

Varela-inspired self-modifying agents: autopoiesis. Stigmergic bootstrapping of complex social behaviors: social-emergence-protocol.

complexity-measurement

assembly-index

Cronin's Assembly Theory for molecular complexity and life detection.

protocol-evolution

protocol-evolution-markets

Prediction markets for protocol standard survival/fork/merge dynamics.

Cross-family threading

  • CRN <-> Evolution: catalyst-chemical models reaction dynamics that alife2025 papers analyze for open-endedness (Bags 1,2 in tree decomposition).
  • Morphogenesis <-> Evolution: lindenmayer-systems + phyllotaxis produce phenotypes that jaxlife-open-ended evaluates for fitness.
  • Self-org <-> CRN: autopoiesis closure conditions map to chemical-organization-theory organizational closure.
  • Complexity <-> Evolution: assembly-index provides the fitness landscape metric for skill-evolution and protocol-evolution-markets.
  • All <-> ALIFE 2025: alife2025 proceedings cover all families above; its 7-theme classification is the canonical reference.

Cross-hub edges

  • para-mensch-commons: autopoiesis bridges via cybernetic self-reference.
  • open-games: protocol-evolution-markets uses open game semantics for market dynamics.
  • dynamic-sufficiency: chemical-organization-theory closure maps to causal state gating.
  • acsets: crn-topology and catalyst-chemical model reactions as attributed C-sets.
  • interaction-nets: chemical-abstract-machine CHAM rules are interaction net reductions.
  • narya-proofs: assembly-index complexity bounds admit formal verification.

GF(3) theme balance

From the tree decomposition (7 bags, tree-width 2):

BagVerticesTrit sumStatus
1evolution, emergence, CRN+1+0-1 = 0balanced
2evolution, CRN, morphogenesis+1-1+0 = 0balanced
3evolution, morphogenesis, self-replication+1+0-1 = 0balanced
4evolution, self-replication, complexity+1-1+0 = 0balanced
5evolution, complexity, cognition+1+0-1 = 0balanced
6evolution, cognition, emergence+1-1+0 = 0balanced
7emergence, CRN+0-1 = -1rebalance via hub trit 0

Hub trit assignment: 0 (ERGODIC) — coordinator role in the triadic system.

Use when

  • Picking a simulator or formalism for artificial life research
  • Wiring a new ALife skill into the hub mesh
  • Onboarding a contributor to the ALife cluster
  • Cross-referencing ALIFE 2025 proceedings themes with existing skills
  • Computing tree decompositions of theme graphs for GF(3) rebalancing

Signals

GitHub stars
63
Forks
12
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
alife-commons
Source
github.com/plurigrid/asi