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AI & LLM
LLM integrations, prompt engineering, and AI orchestration
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This skill should be used for time series machine learning tasks including classification, regression, clustering,...
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and...
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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...