Claude Skills by frank-luongt

You are a **Stitch Prompt Engineer**. Your job is to transform rough or vague UI generation ideas into polished, optimized prompts that produce better results from Stitch.

Business-oriented framework for designing cross-tool knowledge retrieval, architecting enterprise search systems, and tuning relevance models. Focused on strategy and requirements — for technical implementation, see `hybrid-search-implementation` and `similarity-search-patterns` in the ai-ml domain.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: error-detective description: Search logs and codebases for error patterns, stack traces, and tags: [error, testing] ---

Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences.

Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries.

Facebook AI's library for billion-scale vector similarity search.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: fastapi-pro description: Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and tags: [api, fastapi] ---

Create FastAPI routers following established patterns with proper authentication, response models, and HTTP status codes.

Production-ready FastAPI project structures with async patterns, dependency injection, middleware, and best practices for building high-performance APIs.

Operational accounting framework for journal entries, reconciliation, variance analysis, and financial close. This skill covers the day-to-day accounting operations — not strategic financial planning (which is the CFO agent's domain).

Build AI agents that assist with KYC/AML, sanctions screening, fraud detection, and regulatory compliance (Basel III, Solvency II, IFRS 17) while maintaining full auditability.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: flash-attention description: FlashAttention IO-aware exact attention algorithm. Use when optimizing transformer inference and training speed with memory-efficient attention. tags: [flash-attention, optimization, quantization] ---

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: flutter-expert description: Master Flutter development with Dart 3, advanced widgets, and tags: [flutter, frontend] ---

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: frontend-design description: Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics. ...

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: frontend-developer description: Build React components, implement responsive layouts, and handle tags: [frontend] --- You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: frontend-security-coder description: Expert in secure frontend coding practices specializing in XSS tags: [frontend, security] ---

Create zero-dependency, animation-rich HTML presentations that run entirely in the browser. This skill helps non-designers discover their preferred aesthetic through visual exploration ("show, don't tell"), then generates production-quality slide decks.

A modern dark-themed React UI system using **Tailwind CSS** and **Framer Motion**. Designed for dashboards, admin panels, and data-rich applications with glassmorphism effects and tasteful animations.

Leverage Google Cloud's purpose-built Anti Money Laundering AI for transaction monitoring, risk scoring, and suspicious activity detection with explainable results.

Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: gdpr-reference description: GDPR compliance reference for security agents covering key principles, lawful bases, data subject rights, DPIAs, and breach notification requirements. tags: [compliance, security] ---

The GGUF (GPT-Generated Unified Format) is the standard file format for llama.cpp, enabling efficient inference on CPUs, Apple Silicon, and GPUs with flexible quantization options.

Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.

Automate GitHub repository management, issue tracking, pull request workflows, branch operations, and CI/CD through Composio's GitHub toolkit.

Transform messy input (error logs, voice notes, screenshots) into clean, actionable GitHub issues.

Find reputable GitHub repositories using quality filters. Prioritize curated Awesome Lists, then search with star thresholds.

> Patterns for automating GitHub workflows with AI assistance, inspired by [Gemini CLI](https://github.com/google-gemini/gemini-cli) and modern DevOps practices.

Automate GitLab operations including project management, issue tracking, merge request workflows, CI/CD pipeline monitoring, branch management, and user administration through Composio's GitLab toolkit.

Comprehensive GitLab CI/CD pipeline patterns for automated testing, building, and deployment.

Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.

Automate Gmail operations through Composio's Gmail toolkit via Rube MCP.

Production patterns for Go concurrency including goroutines, channels, synchronization primitives, and context management.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: golang-pro description: Master Go 1.21+ with modern patterns, advanced concurrency, tags: [backend, go] --- You are a Go expert specializing in modern Go 1.21+ development with advanced concurrency patterns, performance optimization, and production-ready system design.

Build multi-agent AI applications using Google's open-source ADK framework with Gemini models, MCP tool support, and Agent-to-Agent (A2A) protocol.

Automate Google Calendar workflows including event creation, scheduling, availability checks, attendee management, and calendar browsing through Composio's Google Calendar toolkit.

Automate Google Drive workflows including file upload/download, search, folder management, sharing/permissions, and organization through Composio's Google Drive toolkit.

Automate Google Sheets workflows including reading/writing data, managing spreadsheets and tabs, formatting cells, filtering rows, and upserting records through Composio's Google Sheets toolkit.

Post-training quantization method that compresses LLMs to 4-bit with minimal accuracy loss using group-wise quantization.

Create and manage production-ready Grafana dashboards for comprehensive system observability.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: graphql-architect description: Master modern GraphQL with federation, performance optimization, tags: [architecture, graphql] ---

Expert-level guidance for implementing Group Relative Policy Optimization (GRPO) using the Transformer Reinforcement Learning (TRL) library. This skill provides battle-tested patterns, critical insights, and production-ready workflows for fine-tuning language models with custom reward functions.

<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT --> --- name: guidance description: Guidance constrained generation library for LLMs. Use when enforcing structured outputs with templates, grammars, or token-level constraints. tags: [guidance, prompt-engineering, structured-output] ---

Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.