foundryside-marketplace
tachyon-beep/skillpacks
46 plugins13 stars
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/plugin marketplace add tachyon-beep/skillpacksRun in Claude Code, then install any plugin below from this marketplace.
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41yzmir-morphogenetic-rlRL-controlled neural-network morphogenesis - controllers that decide WHEN and HOW to grow a network during training. Covers controller action/observation/reward design, governor/safety-gate discipline, rollback-as-RL-signal, deterministic morphogenesis, ablation/evaluation under topology change. Companion to yzmir-dynamic-architectures.1342yzmir-neural-architecturesNeural architectures - CNNs (ConvNeXt v2 / EfficientNetV2), Transformers, SSM/Mamba, MoE (Mixtral/DeepSeek), modern diffusion (SDXL/FLUX/DiT), multimodal (CLIP/SigLIP/LLaVA), SAM/SAM-2, equivariant GNNs - 9 reference sheets, 3 commands, 2 agents1343yzmir-pytorch-engineeringPyTorch mastery - tensors, modules, distributed training, profiling - 8 reference sheets + 1 router, 3 commands, 2 agents1344yzmir-simulation-foundationsGame simulation mathematics - ODEs, stability, control theory - router + 8 sheets, 3 commands, 2 agents1345yzmir-systems-thinkingSystems thinking methodology - patterns, leverage points, archetypes, modeling, visualization - router + 6 TDD-validated reference sheets1346yzmir-training-optimizationTraining stability - modern optimizers (AdamW/Lion/Sophia/Muon/AdEMAMix/Schedule-Free/Prodigy/8-bit Adam), schedules (cosine/WSD), precision (BF16/FP8 E4M3/E5M2), batch sizing (B_crit, Chinchilla), gradients, convergence, hyperparameters (incl. muP), debugging. 11 skills + 3 commands + 2 agents.13Skills by category
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