Test an MCP server for protocol conformance, tool selection accuracy, and behaviour under real model calls rather than only unit tests.
Creates production-ready MCP servers with tools, resources, and prompts using TypeScript SDK or Python FastMCP. Use when building MCP integrations for Claude or LLM applications.
Referenz für MCP-Server-Konfiguration in Claude Code – Einrichtung, Debugging, bekannte Server
Check LCI MCP server registration status across slop-mcp and standard configurations. 查LCI伺服器登錄狀態。 Use when: checking if lci is registered, diagnosing connection errors, verifying…
Execute database operations via Supabase MCP (query/write/migration/logs/type generation). Triggers:…
React Native MCP 서버 전체 기능 검증 절차. 데모 앱 32개 스텝을 모두 순서대로 진행하면 MCP 내부 기능을 전부 검증한다. 클릭/탭은 query_selector → measure → tap(platform, x, y)으로 idb/adb 네이티브 터치 필수.
Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing.
Comprehensive lifecycle for authoring, registering, documenting, and maintaining MCP tools in packages/myco/src/tools/ — covering schema definition in TOOL_DEFINITIONS arrays,…
Connect agents to MCP servers using stdio or HTTP transport, with automatic Docker lifecycle management and transport auto-detection.
Choose between local stdio and remote HTTP transports for an MCP server based on trust, deployment, and who runs it. Use when deciding how a server will be hosted and reached.
Configure WebSocket transport for bidirectional MCP communication with connection management and reconnection handling.
Cloudflare Worker-native MCP server (ref-files-worker `/mcp` 等) を `~/.claude.json` の user-scope `.mcpServers` に手動で attach するスキル。 CCoW container では…
Query and book Chinese railway tickets via 12306 using mcporter CLI. Use when user wants to search for G/D/C train tickets, check train schedules, query seat availability — from…
Query and book Chinese railway tickets via 12306 using mcporter CLI. Use when user wants to search for G/D/C train tickets, check train schedules, query seat availability — from…
Use when the user mentions "mcpproxy", an MCP router/proxy, fronting many MCP servers behind one endpoint, MCP rate-limit or quarantine, or asks how to cut MCP startup cost when…
Wetenschappelijk onderbouwde MCQ-expert op basis van Haladyna, Downing & Rodriguez (2002) en de AERA/APA/NCME Standards.
End-to-end MCU project planning and documentation for embedded microcontroller projects (ESP32, STM32, Arduino, RP2040).
Renderiza cualquier árbol de Markdown (docs/, ADRs, runbooks, notas, specs) a un documento HTML autocontenido con portada e índice — y opcionalmente a PDF.
Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required
Erstellt einen ersten Entwurf einer Quarkus-MDA-Applikation (modular monolith, hexagonal, Angular + Material via Quinoa).
meadow Docstring Format (MDF) specification for Python documentation. Use when writing, editing, or reviewing docstrings for Python code.
Calculates the bankruptcy means test from paystub data to determine annualized gross income and compare against state median income thresholds.
Create a short-lived webhook attempt meter, send an authorized test callback to it, and retrieve bounded hash-only delivery evidence once.
Use when a task needs the judgment of a Mechanical Engineering Technologist/Technician — inspecting a machined or fabricated part's hole pattern or feature true position on a CMM…
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.
在 Windows 11 / PowerShell 上從零部署 Stanford MedAgentBench(虛擬 EHR / FHIR 環境下評測 LLM agent)。一條龍流程:clone repo、conda Python 3.9 環境、Docker 拉 HAPI FHIR 模擬病歷資料庫、Stanford Box 下載 refsol.py、設定…
Serve media efficiently with caching, range requests, and access control, so playback starts fast and private files stay private.
Guidance for TMDB, MongoDB, Cloud gateway, and TorrServer service-layer work in qwik-moviestracker.
Download videos from m3u8/HLS streams, Bilibili, and direct URLs using MediaGo. 下载视频、m3u8直播流、B站视频。 Triggers on: download video, 下载视频, 下载这个链接, 帮我下载, m3u8 download, 设置mediago地址,…
Extracts comprehensive media metadata using the MediaInfo library and pymediainfo Python bindings. Analyzes video/audio codec parameters, container formats, and HDR metadata for…
MediaPipe pose detection expertise. Use when debugging landmark tracking, adjusting confidence thresholds, fixing pose detection issues, working with pose.py and video_io.py, or…
MediaStore via AWS CLI v2 (`aws mediastore`). Containers, container policies, CORS, lifecycle, metrics, object operations.
Analyze medical billing and revenue cycle management software including claims processing pipelines, EDI transaction handling (837P/837I/835/270/271/276/277), ICD-10 and CPT code…
Produces a litigation-ready analysis of medical bills and supporting records for personal injury, medical-malpractice, workers''-compensation, and disability cases.
Expert-level review and analysis of medical charts, EMRs, and EHRs by clinicians, coders, and CDI/quality auditors.
Use when a task needs the judgment of a medical dosimetrist — designing an IMRT/VMAT beam arrangement and optimization objectives, resolving a PTV-coverage-vs-OAR-constraint…
Use when a task needs the judgment of a medical equipment repairer (biomedical equipment technician / BMET) — triaging simultaneous work orders by patient-safety criticality,…
Use when a task needs the judgment of a Medical Records Specialist / Health Information Management (HIM) professional — assigning ICD-10-CM/PCS or CPT codes from clinical…
Consolidate session learning into permanent architecture — extract patterns into skills, instructions, prompts, or memory
Medium makale içerik çıkarıcı — YouTube transkript sistemine benzer. Birkan'ın paralı Medium üyeliği cookie'si ile paywalled makaleleri okur ve markdown formatında içerik döner.
Experts-level management of the Laapak Medusa V2 system. Handles backend customizations, storefront data fetching, laptop specifications (metadata), Google Reviews DB caching, and…
Meegle OpenAPI for work items: create, get, update, list, search, and related operations.
End-to-end MegaETH development playbook (Feb 2026). Covers wallet operations, token swaps (Kyber Network), eth_sendRawTransactionSync (EIP-7966) for instant receipts, JSO — from…
End-to-end MegaETH development playbook (Feb 2026). Covers wallet operations, token swaps (Kyber Network), eth_sendRawTransactionSync (EIP-7966) for instant receipts, JSO — from…
Provides NodeReal MegaNode blockchain infrastructure APIs for 25+ chains including BSC, Ethereum, opBNB, Optimism, Polygon, Arbitrum, and Klaytn.
Mem0 CLI -- the command-line interface for mem0 memory operations. TRIGGER when: user mentions "mem0 cli", "mem0 command line", "@mem0/cli", "mem0-cli", "pip install mem0-cli",…
Integrate Mem0 into an existing repository using a goal-driven, TDD pipeline. Detects the repo's language automatically and asks the user to pick between Mem0 Platform (managed)…
Plan and then execute a migration of a project from the mem0 open-source / self-hosted SDK (the local `Memory` class) to the mem0 Platform / hosted / managed SDK (the…
Mem0 provider for Vercel AI SDK (@mem0/vercel-ai-provider). TRIGGER when: user mentions "vercel ai sdk", "@mem0/vercel-ai-provider", "createMem0", "retrieveMemories",…
BDB local-first long-term memory engine (memB). Query, remember, and adapt preferences, code architectures, and developer patterns across tasks.
UserCase lessons journal: read docs/actions/device-board/USERCASE_COMPETITION_LESSONS.md BEFORE building/forking/packing any device-board UserCase scenario; log every live-Run…
Memcached Config Helper - Auto-activating skill for Backend Development. Triggers on: memcached config helper, memcached config helper Part of the Backend Development skill…
Create platform-relevant meme concepts adapted to the brand voice — with text overlay, format reference, and posting context — for X, Instagram, and TikTok.
Expert in meme creation and virality - understanding why certain ideas spread while others die. Covers meme formats, timing, adaptation, meta-commentary, and platform-specific…
MUST invoke after completing any task involving code changes, architectural decisions, debugging, or non-trivial problem solving.
MemGPT virtual context — OS virtual-memory analogy for LLM context management. Two-tier (main context = RAM, external store = disk), page-in/page-out tools, archival/core memory…
Build against the memories.sh SDK packages in application code. Use when working with `@memories.sh/core` or `@memories.sh/ai-sdk`, including: (1) Initializing `MemoriesC — from…
Builds the shared HTTP cross-encoder sidecar skill at .opencode/skills/system-rerank-sidecar/. FastAPI service backed by Qwen3-Reranker-0.6B with sigmoid normalization,…
Configure and manage Claude Code persistent memory (CLAUDE.md, auto memory, rules) across sessions. Use when setting up project memory, organizing .claude/rules/, managing auto…
Use to maintain persistent context across agent sessions — decision logs, architecture memory, and constraint tracking.