cascade-ai-ml-engineering

Behavioral guidelines to reduce common LLM coding mistakes, derived from Andrej Karpathy's observations on LLM coding pitfalls

BioRender MCP server for creating and accessing scientific illustrations

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

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

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

Add AI image generation to Claude Code using Google Gemini's image generation APIs. Generate images from text prompts with watermark removal and background transparency options.

Svelte changes since training cutoff (latest: 5.0.0) — runes ($state, $derived, $effect, $props), snippets replacing slots, callback props replacing events, mount/hydrate API. Load before working with Svelte.

Persistent memory system for Claude Code - seamlessly preserve context across sessions

Agent skills for building agents with LangChain, LangGraph, and Deep Agents

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

Enables AI agents to use Braintrust for LLM evaluation, logging, and observability. Provides correct API usage, working examples, and helper scripts for common operations.

Recursive Language Model for large context processing with token efficiency

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

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

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

Persistent diagrams that Claude can read, build on, and export

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

Skills migrated to ProjectMnemosyne for cross-project reuse

Download and generate plots from Weights & Biases runs (skill + CLI scripts)

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

Agent Skills for AI/ML tasks including dataset creation, model training, evaluation, and research paper publishing on Hugging Face Hub

Frontend design skill for UI/UX implementation

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

NLP Skills Marketplace - LLM fine-tuning 教練式引導工作流程

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

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

AI-driven development toolkit with commands and agents for testing, code review, and commit management

/catalog for protocol handbook, /onboard for quick recommendation + protocol learning, /report for Growth Map (usage analysis + insights integration), /dashboard for coverage dashboard, /compose for protocol composition authoring, /sophia for philosopher match (behavioral dimension analysis), /curses for strength-shadow analysis and attitude recommendations

Front-end expert, proficient in various front-end skills, especially React and Next.js

Hot-reloadable versioned prompts with easy tools for prompt engineering, chain workflows, quality gates. Symbolic syntax: >>prompt --> >>chain @framework :: 'gate'

Forces high-agency exhaustive problem-solving with corporate PUA pressure. Triggers on user frustration, repeated failures, passive behavior, or quality complaints. Common triggers: try harder, figure it out, stop giving up, you keep failing, stop spinning, you broke it, why does this still not work, 加油, 别偷懒, 你再试试, 又错了, 降智了, 你又在原地打转, 你把之前的改坏了, 别让我手动处理, /pua. All task types.

State machine-based optimization infrastructure for token reduction through deterministic preprocessing. Features zero-token orchestration, hybrid classification, and specialized LLM agents for prompt optimization and task execution.

Comprehensive .NET backend development with C#, ASP.NET Core, Entity Framework Core, and Dapper for production-grade applications

CLI tool for managing Gemini File Search stores with fully managed RAG

A plugin with smart AI skills

Custom Claude skills for specialized workflows

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

Automatic token optimization for structured data and source code. Reduces Claude API token usage by 25-66% on JSON/CSV/YAML and 20-48% on TypeScript/Python/Go through pipeline architecture.