Token-efficient codebase exploration using MCP servers (Serena, Context7, JetBrains, Claude-mem). Reduces token usage by 80-90% through structured queries. Use ALWAYS before reading files to minimize context window usage.

Provide real-world MCP patterns from production servers: code search (lci), browser integration (agnt), process management, and knowledge bases.

Scan MCP servers for security vulnerabilities, prompt injection attacks, and tool poisoning. Use this when the user wants to check if an MCP server is safe, analyze security risks, detect malicious tools, or verify MCP package integrity before installation.

Expert guidance for researching, documenting, and integrating Model Context Protocol (MCP) servers and tools. Covers MCP architecture, server/client implementation patterns, tool discovery, integration workflows, security best practices, and multi-language SDK usage (Python, TypeScript, C#, Java, Rust). Enables seamless integration of MCP tools into Claude Code and AI applications.

Builds MCP (Model Context Protocol) servers and clients for extending AI assistants with custom tools, resources, and prompts.

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name: mcp-protocol-expert

MCP OAuth Cloudflare

Tool discovery, routing, chaining, error handling, and composition for the 34+ MCP scheduling tools. Use when orchestrating complex multi-tool workflows, handling MCP errors, or discovering available capabilities.

Guide for publishing MCP servers to NPM (TypeScript/Node.js) or UVX (Python). Use when preparing MCP servers for public distribution, validating package configuration, or walking through the npm publish or uvx/PyPI publishing workflow. Triggers include requests to publish, release, or distribute MCP servers.

Official MCP Registry for discovering and publishing Model Context Protocol servers - the app store for MCP servers

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mcp-schema-designer

Guide for safely adding new MCP tools to the AI Counsel server

Diagnoses and resolves common Model Context Protocol (MCP) server connection issues with OpenAI Agents SDK

This skill should be used when setting up a stateless MCP (Model Context Protocol) server in FastAPI using the Official MCP SDK with 5 task management tools that interact with SQLModel database.

Write effective MCP server instructions for tool compaction support. Use when creating or updating the `instructions` parameter in MaaSProtectedFastMCP server initialization. Helps LLMs understand when to search for tools, workflow patterns, and cross-feature relationships.

MCP tripartite integration for orchestrating distributed tool protocols

Convert MCP servers into standalone Bash-invokable scripts. Use when user wants to make an MCP server usable as bash commands, convert MCP to CLI, or wrap MCP tools for agent use.

Guide for using MCPKit Swift package to build MCP (Model Context Protocol) tool servers. Use when creating new MCP servers, defining tools, or integrating MCP into Swift projects.

pdf-conversion

Comprehensive MDX content sanitizer that escapes angle brackets, generics, and other JSX-conflicting patterns to prevent build failures

Capture bugs/enhancements/ideas to request-logs. For quick operations use /mc command instead.

Complete workflow to refresh the entire media stack after changes - cleanup Real-Debrid, restart Zurg/Rclone mounts, clear caches, verify mount health, and trigger Jellyfin library scan. Use this after deleting torrents, when mount shows stale data, after configuration changes, or when content doesn't sync between RD and Jellyfin.

Use when processing meeting transcripts - validates YAML frontmatter has required fields (date, type, customer, participants) and proper naming convention

Project-level multi-task orchestration system. Manages multiple hybrid:worktree features in parallel with dependency resolution, coordinated PRD generation, and unified merge workflow.

Build a meme narrative system: frames, symbols, story arcs, and content hooks tailored for Solana memecoins. Use for brand/story development.

Create the perception of cultural depth through strategic juxtaposition of familiar and unfamiliar elements. Use when settings feel shallow, when you need centuries of implied history without exposition, or when worldbuilding lacks the texture of real cultural evolution.

Memex is a knowledge base for documenting patterns, infrastructure, troubleshooting guides, and operational knowledge. This skill teaches how to search, contribute, and maintain the KB effectively.

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Frameworks for effective mentoring and knowledge transfer. Use for 1:1 meetings, pair programming, onboarding, teaching technical concepts, and developing junior engineers.

Quand l'utilisateur demande une MEP (ex: "Config MEP v1.12.0"):

Mercury Banking API via curl. Use this skill to manage bank accounts, transactions, transfers, and financial operations.

Merge Agent with exclusive write access to main branch. Performs final merge after all approvals. Use this skill ONLY for merging approved code to main.

Analyze branch divergence, detect potential conflicts, and guide merge resolution for any Git repository. Auto-detects current branch or accepts parameters.

Comprehensive security analysis for Istio, Consul, and Linkerd service mesh configurations with NIST 800-53 Rev 5 control mappings.

Automatiza processo de pesquisa de documentação oficial, extração de melhores práticas e aplicação no projeto Ultrathink através de skills/agents/hooks

Design cultures for closed-loop life support systems in space. Use when worldbuilding stations, ships, or habitats where recycled matter creates novel social structures, beliefs, and conflicts.

Validates approach and checks assumptions before/after tasks. Use when: starting work, encountering errors, or switching phases.

This skill should be used when setting up, optimizing, or managing MetaNova NOVA miners on Bittensor Subnet 68 (SN68). Use it for miner configuration, molecular search strategy development, PSICHIC scoring optimization, GitHub submission management, entropy maximization strategies, or achieving top miner rankings in the decentralized drug discovery network.

Collect and report metrics on agent usage from git history implementing the 8 key metrics defined in agent-metrics.md for measuring agent system health effectiveness and adoption.

Create new modules for the Providr Provider Portal using Metronic Tailwind React theme, Shadcn UI, and KeenIcons. Use when building new features, pages, or modules that follow the established patterns, or when the user asks to create a module using Metronic conventions.

Expert guidance for Micronaut framework development with compile-time dependency injection, GraalVM native builds, and cloud-native microservices

Expert skill for designing, decomposing, and managing microservices architectures. Activates when users need help with microservices design, service decomposition, bounded contexts, API contracts, or transitioning from monolithic to microservices architectures.

Guidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean architecture, observability, and resilience.

Create an interactive educational MicroSim using the p5.js JavaScript library with distinct regions for drawing and interactive controls. Each MicroSim is a directory located in the /docs/sims folder. It has a main.html file that references the javascript code and the main.html can be referenced as an iframe from the index.md. The metadata.json contains Dublin core metadata about the MicroSim.

Next.js middleware patterns for protected routes, auth redirects, and URL handling. Use when working with middleware.ts, protected routes, or auth redirects. Keywords: middleware, protected routes, redirect, auth check, URL, searchParams.

migrate-db

Migrate existing OpenAI Apps SDK applications to the MCP Apps SDK (`@modelcontextprotocol/ext-apps`). The MCP Apps SDK provides a standardized, open protocol for interactive UIs in conversational clie