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LitGPT LLM Workflows

implementing-llms-litgpt

Orchestra-Research/AI-Research-SKILLs

LitGPT delivers single-file LLM implementations and workflows over 20+ pretrained architectures, making it easy to explore, fine-tune with LoRA/QLoRA, or run production-ready training via Lightning AI.

Lightning Training Suite

pytorch-lightning

Orchestra-Research/AI-Research-SKILLs

High-level PyTorch Lightning streamlines training loops with automatic distributed support (DDP/FSDP/DeepSpeed), callbacks, checkpointing, logging, and device management so you can scale from a laptop to multi-node clusters without boilerplate.

Salesforce Platform Developer

salesforce-developer

Jeffallan/claude-skills

Develops and debugs Salesforce Apex, Lightning Web Components, SOQL optimizations, batch jobs, and integrations while respecting governor limits and orchestrating Salesforce DX/CI pipelines to deliver tailored CRM solutions.

Salesforce Development Practices

salesforce-development

sickn33/antigravity-awesome-skills

Guides Salesforce engineers through using the @wire decorator for reactive Lightning Data Service or Apex bindings, bulkified Apex triggers, Queueable async jobs, and anti-pattern avoidance to keep LWC performance optimized and compliant with governor limits.

Polars DataFrame Engine

K-Dense-AI/claude-scientific-skills

Lightning-fast Arrow-based DataFrame library for Python and Rust that uses lazy evaluation and parallel execution to power 1-100GB ETL pipelines as a faster pandas replacement.

Lightning Training Workflow

pytorch-lightning

K-Dense-AI/claude-scientific-skills

PyTorch Lightning organizes models into LightningModule, data modules, callbacks, logging, and Trainer orchestration for scalable multi-GPU/TPU training with distributed strategies and experiment tracking.

Lightning Architecture Review

lightning-architecture-review

sickn33/antigravity-awesome-skills

Expert review of Bitcoin Lightning Network protocols, comparing channel factory designs, Layer 2 scaling tradeoffs, trust models, consensus demands, and watchtower readiness to guide architects.

Lightning Channel Factories Guide

lightning-channel-factories

sickn33/antigravity-awesome-skills

Technical reference for implementing Lightning Network multi-party channel factories, covering LSP architecture, Decker-Wattenhofer timeout trees, MuSig2 key aggregation, HTLC/PTLC forwarding, watchtower breach detection, and SuperScalar Layer 2 scaling.

Lightning Factory Explainer

lightning-factory-explainer

sickn33/antigravity-awesome-skills

Provides expert guidance on Bitcoin Lightning channel factories and the SuperScalar protocol, covering shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2 key aggregation, and Taproot onboarding without consensus changes.

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