cascade-ai-ml-engineering

Knowledge patches and plugins for Claude covering recent language and framework updates. Fills training data gaps.

200 skills

Guidance on building Retrieval-Augmented Generation systems that combine large language models with document retrieval. Enables AI agents to reference external knowledge bases and provide grounded responses.

184 skills

Token efficiency optimization techniques and utilities for Claude. Helps reduce token consumption in AI workflows.

33 skills · 76 commands

Mental health and wellness analysis tool that identifies psychological patterns, assesses health status, and provides personalized recommendations integrated with sleep, exercise, and nutrition data.

19 skills · 59 commands

PUA is a framework for building and managing AI agent prompts and behaviors. Supports multilingual prompt engineering and agent configuration.

29 skills · 22 commands · 7 agents · hooks

Integrates Gemini image processing with Claude for visual analysis and generation tasks. Enables multimodal image workflows.

50 skills · 6 commands

Structured protocols for improving human-AI interaction quality at decision points. Establishes epistemic standards and reasoning frameworks for Claude workflows.

31 skills

Integrate Hugging Face models, datasets, and transformers to power AI agents with NLP and ML capabilities.

26 skills · 1 MCP server

Curated collection of rules, workflows, configurations, and prompts optimized for coding agents like Cline and Claude Code.

12 skills · 11 commands

Build AI applications with LangChain fundamentals including chains, prompts, and language model integration.

23 skills

Agent skills for computer vision workflows using FiftyOne. Enables AI-assisted data curation and model evaluation.

18 skills · 2 commands · 1 MCP server

Marketplace for NLP-focused skills and LLM fine-tuning guidance within Claude Code workflows.

7 skills · 9 commands · 4 agents

Implements AT dispatch mechanism v2 for PyTorch kernel registration and operator dispatching. For PyTorch core contributors optimizing operator routing.

19 skills

CodeConscious cognitive-aware AI programming assistant system for intelligent code generation and development.

3 skills · 14 commands

Claude Code plugins for enhanced agent memory management and semantic search capabilities.

14 skills

AI coding agent skills for ZenML MLOps workflows, pipeline setup, and quick wins in ML engineering.

14 skills

Training framework written in Mojo for building and optimizing machine learning models.

9 skills · 4 agents

Recursive Language Model integration for Claude Code with intelligent multi-provider routing and unbounded context handling.

2 skills · 8 commands · 1 agent · hooks

AI paper reproduction skill for resolving and analyzing research paper context and dependencies.

11 skills

Curated collection of practical LLM applications and resources for building with large language models.

10 skills

Persistent semantic memory system for Claude Code with automatic checkpoints, knowledge persistence, and failure recovery across sessions.

5 skills · 4 commands

Specialized skills for LLM engineering tasks including model training, evaluation, fine-tuning, and deployment optimization.

9 skills

Provides reflection and reasoning capabilities for AI-powered workflows. Enables more intelligent decision-making in automated processes.

7 skills

Marketplace and repository for MCP servers tailored to life sciences, biotech, and medical research applications.

6 skills

Streamlined fine-tuning management tool using Unsloth. Makes model customization and optimization accessible and efficient for AI practitioners.

6 skills

Curated marketplace for Claude Code optimization plugins featuring state machine-based prompt optimization. Designed for performance tuning.

6 skills

Searches and retrieves curated ChatGPT prompts from a community-driven database. Helps find pre-written prompts for common tasks without writing from scratch.

4 skills

Lightweight multimodal MCP server built with OpenAI API for enhanced Claude Code capabilities.

3 skills · 1 MCP server

Build interactive applications using Google Gemini's multi-turn conversation and extended interaction capabilities. For creating conversational AI experiences.

3 skills

Official skill collection from Langfuse for LLM observability, monitoring, and debugging within Claude workflows.

3 skills

Claude Code plugin for AI-powered image generation using Google Gemini and Imagen APIs.

1 skill · 2 commands

Domain-flexible temporal intelligence system that applies advanced memory and context retention to any document corpus. Extract temporal patterns and relationships from text.

3 skills

MCP prompt template server with hot-reload and thinking frameworks. Helps teams build and test reusable prompt patterns with quality gates.

1 MCP server · hooks

TypeScript SDK integration skills for OpenRouter-powered agents. Facilitates programmatic AI model access.

2 skills

Observable optimizer for DSPy with migration tools and dashboard integration for LLM pipeline monitoring.

2 skills

Custom skill modules for specialized Claude workflows—extensible tools for targeted AI capabilities.

2 skills

AI skill for conducting comprehensive research and analysis tasks. Enables deep information gathering and synthesis for complex research workflows.

1 skill

Skill applying Nassim Taleb's risk philosophy and antifragility principles to decision-making and strategy analysis.

1 skill

AI skill for iteratively enhancing and evolving system capabilities and model performance.

1 skill

Claude Code skills specialized for AI engineering tasks, model training, and deployment.

1 skill

Production-ready CLI and Python library for Google's Gemini File Search API with fully managed RAG for document search and Q&A.

1 skill

Best practices and principles based on Andrej Karpathy's approach to AI and software engineering. Reference guide for applied AI development.

1 skill

Quality assurance tool for AI-generated content. Helps identify and filter low-quality outputs from language models.

1 skill

Automatic token optimization and compression for Claude Code and workflows, supporting structured data and source code reduction.

hooks

Integration with Google's NotebookLM for AI-powered document analysis, audio generation, and research assistance.

1 skill

Claude Code plugin supporting multiple AI providers including OpenAI Codex and Gemini with unified CLI interface.

1 skill

Claude skill for downloading Weights & Biases plots and generating metric charts from experiment runs.

1 skill

Go implementation of Recursive Language Models for inference-time scaling, enabling arbitrarily long context processing in language models.

1 skill

Experience-based learning skill providing Claude persistent memory—stores and recalls past successes and failures for adaptive coding.

LLM evaluation, logging, and observability plugin for Braintrust. Monitor, test, and optimize AI model performance and outputs.

Curated collection of prompts for Claude. Useful for bootstrapping effective workflows and finding optimized prompt templates.

Optical character recognition skill for extracting and processing text from images.

Open-source community platform for sharing, discovering, and collecting AI prompts with self-hosting capabilities for organizations. Enables privacy-first prompt management.

Framework providing loaders, schemas, and validation tools for building and managing AI personality profiles.

Feature engineering and serving library for Vowpal Wabbit machine learning workflows.

Framework for optimizing AI prompt engineering and agent behavior to maximize output quality.

Expert skills for optimizing AI agent systems through advanced context engineering and information management.

Hand-crafted Claude Code Skills for improving agent quality. Compatible with OpenCode, Cursor, Antigravity, and Gemini CLI.

ML model development and training toolkit for Claude Code.

Example and guidance for developing AI functions with Vercel AI SDK. Shows best practices for serverless AI function implementation.

Natural language preference detection tool for AI assistants via MCP (Model Context Protocol).

LLM-powered tool for parsing and interpreting user intent from natural language inputs. Helps route requests and understand user goals in conversational systems.

Skill for running Claude Code through LiteLLM Copilot, enabling flexible LLM routing and cost optimization.