io.github.sickn33/antigravity-awesome-skills/mcp-tool-developer

Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing.

io.github.jezweb/claude-skills/mcp-builder

Build MCP servers in Python with FastMCP. Define tools / resources / prompts, build the server, test locally, deploy to FastMCP Cloud or Docker. Use whenever the user mentions building an MCP server, exposing tools to LLMs, FastMCP, building a Claude integration, or troubleshooting FastMCP module-level server, storage, lifespan, middleware, OAuth, or deployment errors.

io.github.Donchitos/Claude-Code-Game-Studios/code-review

Performs an architectural and quality code review on a specified file or set of files. Checks for coding standard compliance, architectural pattern adherence, SOLID principles, testability, and performance concerns.

io.github.Donchitos/Claude-Code-Game-Studios/review-all-gdds

Holistic cross-GDD consistency and game design review. Reads all system GDDs simultaneously and checks for contradictions between them, stale references, ownership conflicts, formula incompatibilities, and game design theory violations (dominant strategies, economic imbalance, cognitive overload, pillar drift). Run after all MVP GDDs are written, before architecture begins.

io.github.Donchitos/Claude-Code-Game-Studios/design-system

Guided, section-by-section GDD authoring for a single game system. Gathers context from existing docs, walks through each required section collaboratively, cross-references dependencies, and writes incrementally to file.

io.github.Donchitos/Claude-Code-Game-Studios/design-review

Reviews a game design document for completeness, internal consistency, implementability, and adherence to project design standards. Run this before handing a design document to programmers.

io.github.Donchitos/Claude-Code-Game-Studios/security-audit

Audit the game for security vulnerabilities: save tampering, cheat vectors, network exploits, data exposure, and input validation gaps. Produces a prioritised security report with remediation guidance. Run before any public release or multiplayer launch.

io.github.agulli/atlas-agents/database-migration

Safely run database schema migrations. Use when asked to update database schema, add columns, create tables, run alembic, or apply Django migrations.

io.github.yv1ing/Z3r0/sqlmap

Use for authorized SQL injection testing with the sqlmap CLI, including detection, DBMS fingerprinting, request replay, and extraction checks against in-scope web targets.

io.github.latitude-dev/latitude-llm/database-postgres

Drizzle schema, repositories, RLS, SqlClient wiring, Postgres migrations, psql / reset, or platform mappers (toDomain* / toInsertRow).

io.github.vudovn/ag-kit/mobile-design

Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.

io.github.vudovn/ag-kit/mcp-builder

MCP (Model Context Protocol) server building principles. Tool design, resource patterns, best practices.

io.github.vudovn/ag-kit/frontend-design

Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.

io.github.vudovn/ag-kit/database-design

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

io.github.vudovn/ag-kit/deployment-procedures

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

io.github.vudovn/ag-kit/api-patterns

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

io.github.vudovn/ag-kit/testing-patterns

Testing patterns and principles. Unit, integration, mocking strategies.

io.github.vudovn/ag-kit/python-patterns

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

io.github.vudovn/ag-kit/nextjs-react-expert

React and Next.js performance optimization from Vercel Engineering. Use when building React components, optimizing performance, eliminating waterfalls, reducing bundle size, reviewing code for performance issues, or implementing server/client-side optimizations.

io.github.Hmbown/CodeWhale/pdf

Read, extract, split, merge, rotate, watermark, fill, OCR, or create PDF files with verification of page counts and text extraction.

io.github.modelscope/AgentJet/docker-install-agentjet-swarm-server

Install and run the AgentJet Swarm Server in a Docker container with NVIDIA GPU support. Use when the user wants to deploy a swarm server on a GPU machine via Docker, including GPU driver setup, Docker mirror configuration, model weight mounting, and server startup.

io.github.binrogithub/1-3-Cloud-Adoption-Skills/CSS-Code-Search-MCP

Deploy a CSS/OpenSearch code-search MCP server on Huawei Cloud ECS from scratch, so that Claude Code (claude-glm) can search a GitHub repo's code and docs as native MCP tools. Use when the task is to provision a new Huawei Cloud CSS cluster and ECS, index a code repository into CSS, and expose it as a searchable MCP tool for AI coding agents.

io.github.anthropics/knowledge-work-plugins/review-contract

Reviews a contract in plain English, surfaces red flags with severity ratings, and produces a marked-up docx/PDF with suggested redlines. Accepts optional file path or DocuSign envelope ID.

io.github.uw-ssec/rse-plugins/css-architecture

Use when starting a new frontend project and choosing a CSS approach, refactoring inconsistent CSS, hitting specificity wars, integrating a component library, adding theming/dark mode, or deciding between BEM, Tailwind, CSS Modules, or CSS-in-JS.