Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need t...
Claude Skills
Browse by the job you need done. Each skill is a single SKILL.md you can
drop into Claude — here’s what it’s for, what it helps you do, and what it can touch.
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting th...
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js c...
FLOW framework integration for bloggers. Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts from the FLOW knowledge...
Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from...
Specify the tracing, metrics, and alerting for an AI agent or LLM feature in production. Use when asked what to log for an LLM app, design agent tracing or span...
AWS RDS relational database service for managed databases. Use when provisioning databases, configuring backups, managing replicas, troubleshooting connectivity...
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based au...
Find decision-makers at a specific company using Apollo, Crustdata, Fiber, and PDL people search via Gooseworks MCP. Given a company name and target titles, ret...
AI image generation with OpenAI GPT Image 2, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream, Replicate and Agnes APIs. S...
This skill is for Code Review & Testing and helps you request a code review, review code before merging, and verify implementation quality.
- Request a code review
- Review code before merging
- Verify implementation quality
Reconcile App Store Connect subscriptions and in-app purchases with RevenueCat products, entitlements, offerings, and packages using asc and RevenueCat MCP. Use...
Create media playback experiences using AVKit. Use when adding video players with AVPlayerViewController, enabling Picture-in-Picture, routing media with AirPla...
Comprehensive Test Driven Development guide for engineering subagents with multi-framework support, coverage analysis, and intelligent test generation
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an...
When the user wants to create, optimize, or audit blog index or listing page structure (not a single post). Also use when the user mentions "blog page," "blog i...
This skill is for Code Review & Testing and helps you analyze performance bottlenecks, profile slow queries, and identify memory leaks.
- Analyze performance bottlenecks
- Profile slow queries
- Identify memory leaks
This skill is for DevOps & Infrastructure and helps you scan code for security vulnerabilities, audit server configurations, and check dependencies for known exploits.
- Scan code for security vulnerabilities
- Audit server configurations
- Check dependencies for known exploits
This skill is for Coding and helps you call firebase cloud functions, set up callable functions, and handle function errors and timeouts.
- Call firebase cloud functions
- Set up callable functions
- Handle function errors and timeouts
App Intents for Siri, Shortcuts, Spotlight, and Apple Intelligence integration including intent modes, interactive snippets, visual intelligence, and entity ind...
Use this skill to get documentation for third-party APIs, SDKs or libraries before writing code that uses them to ensure you have the latest, most accurate docu...
Design or evaluate a brand visual identity system covering logo, color, typography, imagery direction, iconography, and motion principles. Use this skill whenev...
Deep security review patterns for authorization logic, data access boundaries, action isolation, rate limiting, and protecting sensitive operations