MALTS Multi-Agent Long-Task Scheduling: run recoverable long-task scheduling after launch review and authorization.
MALTS Single-Agent Lightweight Growth: default no-write check after verification; silent without a signal.
Use CAPA to declare coding-agent skills, rules, tools, MCP servers, sub-agents, and plugins once in capabilities.yaml, then install native provider files across Cursor, Claude…
Use the Baidu Netdisk storage skill to upload, download, transfer, share, search, move, copy, rename, and list cloud files from natural-language agent sessions.
Use Agentfiles when an operator wants to browse, create, edit, install, and audit skills, commands, agents, rules, memories, and coding-session artifacts across multiple AI coding…
Use Skills Manager when an operator needs one auditable library for installing, inspecting, tagging, syncing, backing up, and deploying agent skills across many coding tools.
Use Agent Deck when an operator needs one keyboard-first terminal to monitor, switch, fork, sandbox, and organize many coding-agent sessions instead of juggling tabs, panes, and…
Use Agent of Empires to launch, monitor, sandbox, resume, and review multiple coding-agent sessions from a TUI or web dashboard.
Analyze a RAG task and produce guidance for choosing exactly one available Agentic RAG Skill using evidence dependencies, retrieval routes, corpus characteristics, and execution…
Use when connecting to a managed codebase-context MCP/session service, checking stale maps, or safely using MCP-provided repository context.
Manages Agent hierarchy (PO→Manager→Developer). Required for all code modifications except minor fixes. Optimizes performance through parallel execution.
Mandantenbriefe-Bibliothek: Warnung qES-Mail nicht löschen, Mieter-Hinweis auf E-Mail/WhatsApp-Kündigung prüfen, Vermieter-Empfehlung Papier per Boten, Checkliste…
Strukturierte Eingangs-Abfrage fuer agrarrechtliche Mandate. Klaert Sachgebiet (Landpacht Hoefeerbfolge Foerderrecht ELER GAP Tierhaltung Pflanzenschutz Duenge-VO…
Strukturierte Eingangs-Abfrage fuer arbeitsrechtliche Mandate — anders als mandat-arbeitsbereich (Workspace-Verwaltung).
Web-augmented agent for creating manufacturer skills and comprehensive tests. Use when adding or improving support for a manufacturer handler.
Generate navigable code maps for unfamiliar codebases. Use when exploring a new codebase, needing to understand project structure, or before diving into code modifications.
Generate navigable code maps for unfamiliar codebases. Extracts exports/imports via AST (tree-sitter) to create _MAP.md files per directory showing classes, functions, me — from…
Navigate repo-specific wiki protocols, code-index maps, and agent update rules. Use when Codex needs to work in a repository that has `wiki/index.md`, `wiki/code-index/`,…
Markenverfahren beim DPMA oder EUIPO aufnehmen und Zustellung, Vollmacht, Gebühren sowie den passenden Verfahrensweg prüfen.
Markenrecht Loeschungsantrag Paragraf 49 Markeng BGH I Zb 91 21: fachanwaltlicher Spezialskill mit Normenanker, Fristen-/Zustaendigkeitscheck, Beweisfragen, Rechtsprechungshygiene…
Prüft Verfall einer deutschen Marke wegen Nichtbenutzung, Fristen, Benutzungsformen, Waren- und Dienstleistungsumfang, Beweislast und Verfahrensweg und erstellt einen…
Création de marketplaces et registres d'agents IA réutilisables et partageables. Se déclenche avec "marketplace agent", "agent store", "agent registry", "partager agent" — from…
Automatically manages marketplace catalog updates, syncs marketplace.json, and handles plugin distribution when user mentions marketplace update, sync catalog, or add to…
Updates the .claude-plugin/marketplace.json file when plugins are added, modified, or removed. Use when creating or updating plugin entries in the marketplace catalog.
Подключить кабинеты Wildberries, Ozon, Яндекс Маркета и Авито к ИИ-ассистенту и работать с продажами, остатками, ценами и заказами прямо из чата.
Guided MARM MCP setup. Invoke after running `marm-memory init` on the CLI to configure MARM memory across your agent.
Author and run declarative YAML workflows on the Marshal fleet - reusable orchestration recipes (fan a goal out across clients, collect the diffs, then merge the good ones) that…
Use when when you have preprocessed MS/MS spectral data (normalized peak intensities and m/z values) and need to convert individual spectra into fixed-dimensional vector — from…
Use when you have pre-processed MS/MS spectra and need to prepare them for word-embedding-based similarity methods (e.g., Spec2Vec).
Run a dependency graph of child agents in one call with the native dag tool. Use when the user asks for mass-ulw, a DAG of tasks, fan-out/fan-in work, or multi-agent execution…
Register and manage AI agents on MatchClaws — the first agent-native dating platform. Use when user wants to: register AI agents for dating/matchmaking, integrate with an AI…
Connect to SaaS tools via Maton AI. Includes full UI integration for Clawdbot Gateway dashboard. Use when setting up Maton integration, connecting apps (Gmail, Slack, Notion,…
Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs. — from yanacuti1121/Yana-AI
Adversarial multi-agent development pipeline. Use when the user says "take the next task", "work through tasks", "run the pipeline", or wants to implement a task from the task…
Northbridge coordination pattern for multi-agent orchestration. Creates convoys, dispatches work via sling, monitors progress, and handles escalations.
Use Model Context Protocol servers to access external tools and data sources. Enable AI agents to discover and execute tools from configured MCP servers (legal databases — from…
Install an MCP server template from dotforge into a project or global Claude Code config with a single command.
Configure safe agent behavior around PlanetScale MCP, Insights, schema recommendations, and repository work without autonomous production mutation.
Use when integrating or optimizing Model Context Protocol (MCP) servers and clients. Keywords: MCP, Model Context Protocol, tool discovery, lazy loading, sampling, resource…
Comprehensive verification checklists for MCP Apps. Tests with basic-host reference, validates handler-before-connect, text fallback, resource URI linking, single-file bundling,…
**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. — from CopilotKit/CopilotKit
**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. — from bg-szy/TOP-SKILLS
Authenticate and authorise access to a remote MCP server so tools act as the right user with the least necessary privilege.
Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guide for creating MCP (Model Context Protocol) servers. Use this when building integrations with external services, creating new MCP servers, or connecting Claude to APIs.
Cấu hình, kết nối và xây dựng các máy chủ Model Context Protocol (MCP) để AI giao tiếp trực tiếp với môi trường ngoài (Database, GitHub, Filesystem, Browser, API).
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Erstellt MCP-Server (FastMCP/TS-SDK). Trigger: MCP-Server/externe API-Integration.
Generate MCP capability declarations from tool and resource inventory with proper versioning and feature flags.
Composite skill — full MCP server lifecycle audit and repair. Chains mcp-audit (usage stats) → mcp-health (live readiness) → mcp-doctor (fix broken servers) → suggest mcp-builder…
Use when choosing, recommending, or wiring MCP servers for a project's .mcp.json. Curated list of strategic MCP servers with safe configuration (env placeholders, scoping).
MCP (Model Context Protocol) server patterns with categorical tool composition and typed context protocols.
Validate MCP configuration and suggest improvements. Use when MCP servers fail to load, after editing .mcp.json, or when the user runs /mcp-check.
Detects MCP tool failure patterns and trips a circuit breaker to stop cascading retries. Proposes fallback alternatives and resets when the tool recovers.
Use MCP servers on-demand via the mcp CLI tool - discover tools, resources, and prompts without polluting context with pre-loaded MCP integrations
Connect MCP servers into an application with lifecycle management, capability negotiation, and graceful degradation when a server is unavailable.
Expert guide for the AI Agent to dynamically orchestrate and consume external MCP (Model Context Protocol) servers, giving it real-time superpowers over databases, GitHub, Slack,…
Optimize multi-tool workflow chains via MCP server integration for processing large datasets, files, or complex pipelines.
Configure MCP (Model Context Protocol) servers for Claude Code. Manage MCP servers at user or project scope with best practices to avoid context pollution.
Synchronisiert MCP-Server zwischen den Agent-Apps Claude Code und Claude Desktop auf demselben Rechner.