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AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and...
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web...
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when...
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO,...
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery,...
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is...
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management....
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text...
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OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and...
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Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems...
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command",...
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging,...
Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with...
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use...
Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks,...
Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism,...
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to...
Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev,...
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems...