tachyon-beep

Dynamic Architectures — AI skill for Claude Code

AI community

Dynamic/morphogenetic neural networks - grow, prune, adapt topology during training.

How to install Dynamic Architectures

Installs to ~/.claude/commands/tachyon-beep-skillpacks-dynamic-architectures.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/tachyon-beep/skillpacks/HEAD/.claude/commands/dynamic-architectures.md -o ~/.claude/commands/tachyon-beep-skillpacks-dynamic-architectures.md

Restart Claude Code, or start a new session, for it to be picked up.

What Dynamic Architectures does

description: Dynamic/morphogenetic neural networks - grow, prune, adapt topology during training. Continual learning, gradient isolation, modular composition, PEFT (LoRA/QLoRA/DoRA + modern variants), MoE/adapter merging, lifecycle orchestration, progressive training

Dynamic Architectures Routing

**Companion to `/morphogenetic-rl` - this pack covers HOW the growable network trains (gradient isolation, alpha blending, lifecycle FSM training, PEFT mechanics); the morphogenetic-rl pack

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