AI & LLM

tailwind-design-system @rmyndharis

Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use...

stride-analysis-patterns @rmyndharis

Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat...

startup-financial-modeling @rmyndharis

This skill should be used when the user asks to "create financial

startup-business-analyst-financial-projections @rmyndharis

Create detailed 3-5 year financial model with revenue, costs, cash

solidity-security @rmyndharis

Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity...

security-requirement-extraction @rmyndharis

Derive security requirements from threat models and business context. Use when translating threats into actionable...

sales-automator @rmyndharis

Draft cold emails, follow-ups, and proposal templates. Creates

ruby-pro @rmyndharis

Write idiomatic Ruby code with metaprogramming, Rails patterns, and

react-state-management @rmyndharis

Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global...

rag-implementation @rmyndharis

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....

quant-analyst @rmyndharis

Build financial models, backtest trading strategies, and analyze

python-packaging @rmyndharis

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI....

prompt-engineering-patterns @rmyndharis

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in...

projection-patterns @rmyndharis

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized...

performance-testing-review-multi-agent-review @rmyndharis

Use when working with performance testing review multi agent review

openapi-spec-generation @rmyndharis

Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when...

mlops-engineer @rmyndharis

Build comprehensive ML pipelines, experiment tracking, and model

ml-pipeline-workflow @rmyndharis

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production...

ml-engineer @rmyndharis

Build production ML systems with PyTorch 2.x, TensorFlow, and

mermaid-expert @rmyndharis

Create Mermaid diagrams for flowcharts, sequences, ERDs, and

memory-safety-patterns @rmyndharis

Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++,...

machine-learning-ops-ml-pipeline @rmyndharis

Design and implement a complete ML pipeline for: $ARGUMENTS

llm-evaluation @rmyndharis

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and...

llm-application-dev-prompt-optimize @rmyndharis

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques...