Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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abaqus-optimization
Configure Tosca optimization. Use when user mentions design response, objective function, optimization constraint, or SIMP penalty. Base module for topology/shape optimization.
majiayu000/claude-skill-registry 163
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mlflow
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform
majiayu000/claude-skill-registry 163
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mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
majiayu000/claude-skill-registry 163
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Execute Task
Autonomously implement a task following project conventions with iterative verification.
majiayu000/claude-skill-registry 163
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matlab-performance-optimizer
Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user requests optimization, mentions slow code, performance issues, speed improvements, or asks to make code faster or more efficient.
majiayu000/claude-skill-registry 163
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frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
majiayu000/claude-skill-registry 163
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retellai-sdk-patterns
Apply production-ready Retell AI SDK patterns for TypeScript and Python.
Use when implementing Retell AI integrations, refactoring SDK usage,
or establishing team coding standards for Retell AI.
Trigger with phrases like "retellai SDK patterns", "retellai best practices",
"retellai code patterns", "idiomatic retellai".
majiayu000/claude-skill-registry 163
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swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
majiayu000/claude-skill-registry 163
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ln-633-test-value-auditor
Calculates Usefulness Score = Impact (1-5) × Probability (1-5) for each test. Returns KEEP/REVIEW/REMOVE decisions based on thresholds (≥15 KEEP, 10-14 REVIEW, <10 REMOVE).
majiayu000/claude-skill-registry 163
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apaleo-automation
Automate Apaleo tasks via Rube MCP (Composio). Always search tools first for current schemas.
majiayu000/claude-skill-registry 163
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scout
Fast codebase scouting using parallel agents. Use for file discovery, task context gathering, quick searches across directories. Supports internal (Explore) and external (Gemini/OpenCode) agents.
majiayu000/claude-skill-registry 163
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prisma-orm
Prisma ORM patterns for Node.js/TypeScript backends. Use when defining Prisma schemas, writing queries, handling relations, migrations, or any database work in a Node.js/TypeScript project.
majiayu000/claude-skill-registry 163
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spring-boot-skill
Build Spring Boot 4.x applications following the best practices. Use this skill:
* When developing Spring Boot applications using Spring MVC, Spring Data JPA, Spring Modulith, Spring Security
* To create recommended Spring Boot package structure
* To implement REST APIs, entities/repositories, service layer, modular monoliths
* To use Thymeleaf view templates for building web applications
* To write tests for REST APIs and Web applications
* To write ArchUnit tests for testing architecture
* To configure the recommended plugins and configurations to improve code quality, and testing while using Maven.
* To use Spring Boot's Docker Compose support for local development
* To create Taskfile for easier execution of common tasks while working with a Spring Boot application
majiayu000/claude-skill-registry 163
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mlx
Running and fine-tuning LLMs on Apple Silicon with MLX. Use when working with models locally on Mac, converting Hugging Face models to MLX format, fine-tuning with LoRA/QLoRA on Apple Silicon, or serving models via HTTP API.
majiayu000/claude-skill-registry 163
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zz-code-recon
Deep architectural context building for security audits. Use when conducting security reviews, building codebase understanding, mapping trust boundaries, or preparing for vulnerability analysis. Inspired by Trail of Bits methodology.
majiayu000/claude-skill-registry 163
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grpc-golang
Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.
majiayu000/claude-skill-registry 163
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aso-growth
ASO/ASA growth optimization skill. Manages App Store metadata, Apple Search Ads campaigns, keyword strategy, and tracks performance metrics. Invoked when working on app distribution, ASO, ASA, or marketing optimization.
majiayu000/claude-skill-registry 163
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my-personality-i-s
Personality-tuned AI for the IS (The Harmonizer) DISC type. Adapts AI tone, structure, and feedback to be empathetic, collaborative, and relationship-aware. Powered by Crystal's DISC framework.
majiayu000/claude-skill-registry 163
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brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
majiayu000/claude-skill-registry 163
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worktree
Create and manage git worktrees for parallel agent sessions
majiayu000/claude-skill-registry 163
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task-coordination-strategies
Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.
majiayu000/claude-skill-registry 163
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research-strategy
Conduct systematic research with confidence scoring, source validation, and structured reporting for technology decisions and codebase analysis. Use for complex research tasks, technology selection, or best practice discovery.
majiayu000/claude-skill-registry 163
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sequential-thinking
Use when complex problems require systematic step-by-step reasoning with ability to revise thoughts, branch into alternative approaches, or dynamically adjust scope. Ideal for multi-stage analysis, design planning, problem decomposition, or tasks with initially unclear scope.
majiayu000/claude-skill-registry 163
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aads-training-lifecycle
Maintain AADS-ULoRA phase1, phase2, and phase3 training behavior plus adapter lifecycle invariants across local and Colab flows. Use for training logic, freezing rules, retention/OOD threshold behavior, and phase3 runtime or component updates.
majiayu000/claude-skill-registry 163