jaxlife-open-ended
JaxLife open-ended agentic simulator for emergent behavior, tool use,
npx skills add majiayu000/claude-skill-registry --skill jaxlife-open-ended --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# JaxLife Open-Ended **Trit**: +1 (PLUS - generator) **Color**: Red (#D82626) ## Overview Implements patterns from JaxLife and related open-ended ALife simulators: - Embodied agents with neural network controllers - Turing-complete programmable environments - Emergent communication, agriculture, and tool use - Open-ended cultural and technological accumulation ## Key Papers - [JaxLife: An Open-Ended Agentic Simulator](https://hf.co/papers/2409.00853) - Lu et al. 2024 - [Biomaker CA](https://hf.co/papers/2307.09320) - Randazzo & Mordvintsev 2023 - [LifeGPT](https://hf.co/papers/2409.12182) - Berkovich & Buehler 2024 - [The Station](https://hf.co/papers/2511.06309) - Chung & Du 2025 - [Static Sandboxes Are Inadequate](https://hf.co/papers/2510.13982) - Chen et al. 2025 ## Core Concepts ### JaxLife Environment ``` ┌─────────────────────────────────────────────────────┐ │ JAXLIFE WORLD │ ├─────────────────────────────────────────────────────┤ │ ┌─────────┐ ┌─────────┐ ┌─────────┐ │ │ │ Agent 1 │ │ Agent 2 │ │ Agent N │ ... │ │ │ (NN) │ │ (NN) │ │ (NN) │ │ │ └────┬────┘ └────┬────┘ └────┬────┘ │ │ │ │ │ │ │ ▼ ▼ ▼ │ │ ┌─────────────────────────────────────────────┐ │ │ │ PROGRAMMABLE GRI
- Overview
- Key Papers
- Core Concepts
- JaxLife Environment
- Agent Architecture
- Programmable World
- API
- JAX Implementation
- Metrics for Open-Endedness
- GF(3) Triads
- Emergent Behaviors
- Integration with Music-Topos
- See Also
- References
What does the jaxlife-open-ended skill do?
JaxLife open-ended agentic simulator for emergent behavior, tool use,
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill jaxlife-open-ended --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.