claude-code-expert

Browse, install, and uninstall skills and agents from the available library. Check for new ones online. Use when the user says "what skills are available", "install skill", "add skill", "remove skill", "skill catalog", "list available", "check for updates", or wants to set up a project with specific capabilities.

Install Claude Code expert toolkit into an existing project. Use when the user says "add to my project", "install into existing", "set up existing project", "integrate", "add skills to this project", or wants to enhance an already-started codebase with Claude Code best practices.

Set up lat.md knowledge graph for a project. lat.md replaces flat AGENTS.md/CLAUDE.md with an interconnected, validated graph of markdown docs linked to source code. Use when user says "set up lat.md", "install lat.md", "add knowledge graph", "lat md", "agent lattice", or wants structured, validated project documentation that stays in sync with code. Also triggered via "lat-md-setup checklist" to return just the recommendation checklist.

Create a fully configured new project with Claude Code best practices, skills, and agents. Use when the user says "new project", "start a project", "create a project", "set up a new", or "bootstrap a project".

Transpile source code into Claude Code markdown skills. Takes Python, JavaScript, TypeScript, C++, Rust, Go, or any terminal-based program and converts it into an LLM-executable markdown skill. Analyzes code structure, fuzzes runtime behavior, classifies operations, and generates a complete skill directory with SKILL.md, bundled scripts, and reference docs. Use when user says "compile to skill", "convert this code to a skill", "make a skill from this script", "turn this into a skill", "transpile to skill", or wants to translate any traditional program into Claude Code's markdown skill format. Also use when user pastes code and asks to make it work as a Claude skill.

Run commands requiring sudo in a visible terminal window where the user can enter their password interactively. Use when a command needs root privileges, elevated permissions, "sudo", "install system package", "apt install", "dnf install", "pacman -S", or any operation requiring admin access.

Write complete, tested Android backend logic with MVVM architecture. Use when the user says "Android backend", "ViewModel", "Room database", "API call", "repository pattern", "Android data layer", "write Android logic", or needs business logic, data persistence, or network calls in an Android app.

Build, compile, sign, install, and debug Android apps from the command line. Use when the user says "build APK", "compile Android", "install on device", "ADB", "debug Android", "sign APK", "release build", "Gradle build", or needs to get an Android app onto a device.

Set up Android development environment with SDK, ADB, and build tools. Use when the user says "set up Android", "install Android SDK", "configure ADB", "Android development environment", "I want to build an Android app", or needs to compile/debug Android apps from the command line.

Design and implement minimal, thoughtful Android UI with Material Design 3. Use when the user says "Android UI", "design a screen", "layout", "Jetpack Compose", "XML layout", "material design", "Android interface", or needs to build Android screens, components, or navigation.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Switch Claude's interaction style and voice. Use when the user says "switch to", "use style", "talk like", "be more", "change voice", "mode", or names a specific style like "concise", "learning", "deep-thinking", "shakespeare", "diva", or any custom style name.

Deep interview to reach shared understanding before building. Use when starting a complex feature, when requirements are unclear, or when the user says "grill me", "interview me", "ask me questions", "let's figure this out", or "grill me lightly" for a quick version.

Initialize or optimize a project for Claude Code. Use when setting up a new project, onboarding to an existing codebase, or when the user says "set up Claude Code", "create CLAUDE.md", "bootstrap", or "optimize this project for Claude".

Create a custom voice/interaction style template. Use when the user says "create a voice", "make a style", "new personality", "custom voice", "I want Claude to talk like", or provides examples of a writing style they want to replicate.

Define and run multi-step workflows that chain skills, agents, and tasks together with state tracking. Use when the user says "workflow", "pipeline", "chain these steps", "run my pipeline", "define a workflow", "automate these steps", or has a task with more than 3 sequential steps.

End-of-session retrospective that captures accomplishments, learnings, and decisions to project memory. Use when the user says "wrap up", "end session", "what did we do", "save what we learned", "session summary", "I'm done for now", or when context is approaching capacity.

Configure Claude Code hooks for automatic formatting, safety guards, compaction recovery, and session management. Use when the user says "set up hooks", "auto-format", "block dangerous commands", "configure automation", "safety rules", or wants deterministic automation.

Set up a centralized shared context folder for your project with brand voice, audience personas, and domain knowledge. Use when the user says "set up brand context", "create voice profile", "define our audience", "shared context", "ICP setup", or wants consistent non-generic output across skills.

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Scaffold a new web project with modern best practices. Use when the user says "create a website", "new web project", "landing page", "scaffold", "starter", or "set up a web app".

Fine-tune a HuggingFace transformer model with Trainer API or custom loop. Use when the user says "fine-tune", "finetune", "HuggingFace", "Trainer", "SFT", "PEFT", "LoRA", "custom LLM", "adapt a model", or "train a transformer".

Export and quantize ML models for deployment. Use when the user says "export model", "GGUF", "llama.cpp", "quantize", "ONNX", "TorchScript", "deploy model", "convert model", "run locally", "Ollama", or "inference server".

Build a complete PyTorch training loop with best practices. Use when the user says "training loop", "train a model", "PyTorch training", "write the training code", "fit a model", or "set up training".

Profile and optimize PyTorch training and inference for speed and memory. Use when the user says "too slow", "OOM", "out of memory", "optimize training", "speed up", "torch profiler", "mixed precision", "memory efficient", "faster", or "GPU utilization".

Set up production training infrastructure with distributed training, experiment tracking, checkpointing, and reproducibility. Use when the user says "multi-GPU", "distributed training", "W&B", "Weights and Biases", "MLflow", "DDP", "experiment tracking", "resume training", or "reproducible".

Fine-tune LLMs with Unsloth for 2x+ faster training and lower memory usage. Use when the user says "Unsloth", "unsloth", "fast fine-tuning", "efficient LoRA", or wants to fine-tune Llama, Mistral, Qwen, or Gemma efficiently.

Structured brainstorming and ideation session. Use when the user says "brainstorm", "ideas for", "what if", "help me think about", "I'm stuck", "explore options", or needs creative problem-solving.

Pre-deployment verification checklist. Use before deploying to production, staging, or any environment. Use when the user says "deploy", "ship", "release", "go live", or "push to production".

Deep scan and optimization of your project's Claude Code setup, workflows, and codebase patterns. Use when the user says "optimize", "audit my project", "scan for improvements", "how can I improve", "check my setup", or "what am I doing wrong".

Scaffold a new Python project with modern best practices. Use when the user says "new Python project", "create a Python app", "scaffold Python", "set up a Python package", or "Python starter".

Create SEO-optimized content with proper structure, keywords, and schema. Use when the user says "write a blog post", "SEO", "optimize for search", "content for", "article about", or needs search-optimized writing.