Expose Zendesk tickets, comments, and Help Center context to MCP-capable agents for supervised support workflow preparation.
Mécanismes de consensus et de vote entre agents pour prendre des décisions collectives fiables. Se déclenche avec "consensus agent", "vote agents", "décision collective" — from…
Multi-agent consensus voting with domain-weighted expertise for critical decisions requiring structured validation
Force LLM outputs into typed schemas, enums, JSON-like structures, and routing records during generation instead of repairing malformed text afterward.
Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows. — from majiayu000/claude-skill-registry
Containerschiff: Reederei; Linienoperator; Slot-Charter oder Leasinggesellschaft scopet Kaufvertrag für Containerlinienfrachtschiff: Gewaehrleistung; Lastenfreistellung; — from…
Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete,…
DEPRECATED — merged into agent-composer Step 3-a (2026-06-02). Context Card injection (N≤2 standard / N≥3 Registry mode) + coordination-overhead budget + Focus Mode are now part…
Context curation for multi-agent pipeline handoffs with summarization, filtering, chunking, state management, handoff validation, and budget tracking.
Context preservation patterns for storing work results and session context via an MCP-compatible context server.
Context retrieval patterns for accessing session context via an MCP-compatible context server. Provides patterns for browse and retrieve, hybrid search, semantic search, and…
Use when context window is filling up, when agent responses degrade in quality over a long session, when deciding what to load into an agent's context vs keep in files, or when…
Manage session continuity (Ledgers and Handoffs). Use this to save state before clearing context or ending a session.
Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
Set up Claude Code for a Continuum project — CLAUDE.md wiring, skill imports, project settings, and hooks.
Use Browser MCP to let an MCP-capable agent drive a user's browser session for inspection, navigation, form work, and browser-state-aware automation.
Let an agent drive a real logged-in Chrome profile through MCP for authenticated browsing, parallel tab work, and token-efficient page interaction without re-authenticating each…
When writing a git commit message. When task completes and changes need committing. When project uses semantic-release, commitizen, git-cliff.
Use OCRFlux when agents need local PDF or image parsing into Markdown/JSONL with layout-aware OCR, table handling, and cross-page paragraph or table merging.
Convert PDFs, scans, office files, images, and URLs into clean Markdown, structured JSON, CSV, or HTML before an agent ingests or reviews the content.
Run Docext locally or with a chosen model backend to turn PDFs and document images into structured Markdown for RAG, extraction, and review workflows.
Create, track, and land convoys of related beads as primary work orders in the Gas Town multi-agent orchestration framework.
Cooperative vibe coding across machines — real-time collaborative development with humans and AI agents.
Coordinate with other AI agents before editing code. Declares intents, acquires semantic locks, and checks for conflicts to prevent merge conflicts in multi-agent workflows.
Install Ruflo when an operator needs Claude Code or Codex agents to coordinate swarms, memory, hooks, and MCP tools across a bounded project workflow.
Define and supervise multi-agent coding rigs with declarative city configuration, runtime providers, work routing, formulas, waits, mail, and health patrols.
Run AionUi as a local cowork surface for coordinating built-in agents, Codex, Claude Code, OpenClaw, Gemini CLI, and other CLI agents across supervised files, tools, approvals,…
Run Claude Code, Codex, Cursor, OpenCode, Pi, and custom agents behind one governed orchestration layer with shared sessions, policies, and sandbox options.
When the user has a complex task that would benefit from multiple agents working in parallel or in sequence.
Generate custom GitHub Copilot agents (.agent.md files) for VS Code with proper YAML frontmatter, tools configuration, and handoff workflows.
GitHub Copilot custom agent design patterns, best practices, collaboration workflows, and agent orchestration
Direct access to GitHub Copilot MCP server tools for AI-powered development assistance — from general/ai-tooling
Direct access to GitHub Copilot MCP server tools for AI-powered development assistance — from majiayu000/claude-skill-registry
Review Microsoft Copilot Studio agent governance and application lifecycle management health including authentication configuration, DLP policies for connectors and actions,…
Generate comprehensive documentation for Microsoft Copilot Studio agents from exported Dataverse solutions using the Power Platform CLI.
Configure and run local semantic search on project documents using mcp-local-rag.
Multi-agent debate system. USE WHEN council, debate, perspectives, agents discuss. SkillSearch('council') for docs.
Diseño y configuración de agentes Claude, plugins, skills, hooks y arquitecturas en el ecosistema Anthropic.
Configure Model Context Protocol (MCP) servers and customize Tandem skills for your organization.
Phase-3-Kritiker-Cluster-Dispatcher (Track-γ-2, ADR_0065 D-γ-3). Dispatcht Bildungstheoretiker-Kritiker-Subagents (Klafki/Adorno/Freire/Foucault fixed + N high-need-on-demand) auf…
Self-hosted web crawling and content extraction exposed as MCP tools. Scrape pages, crawl sites with depth control, and extract clean markdown — all self-hosted and free.
Technical guide for creating a new Galyarder Framework agent adapter. Use when building a new adapter package, adding support for a new AI coding tool (e.g.
Create a new custom subagent for Task() delegation. Use when adding a reusable agent prompt, when the user asks to "add an agent", or when a complex workflow should be delegated…
Expert guidance for creating Claude Code skills and slash commands. Use when working with SKILL.md files, authoring new skills, improving existing skills, creating slash commands,…
Expert guidance for creating, writing, building, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, o — from…
Create agent-ready Standard Operating Procedure (SOP) skills that autonomous agents can execute deterministically.
Scaffold a GitHub agentic workflow from an existing skill
Create new Claude skills following Anthropic best practices. Use when building specialized agent capabilities, packaging procedural knowledge, or extending Claude's domain…
Create or modify evaluations for MCP Server(s). Use whenever you are tasked with changed MCP evals.
Add an MCP server integration to a plugin
Create a new skill that uses an MCP server, following best practices from the MCP CLI guide. Use when user wants to create a skill for a new MCP server or integrate MCP…
Scaffold a new retrieval pipeline (ingestion → chunking → embedding → hybrid retrieval → rerank → generation) for a new source type
\"Guide through creating effective system prompt from scratch using 2026 best practices. 引導以 2026 最佳實踐從零創建高效系統提示。 Use when: starting new AI application, building chatbot or agent…
Expert guidance for creating, writing, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding…
Use when creating Agent Skills packages (SKILL.md format) for Codex CLI, GitHub Copilot, or Amp - provides the agentskills.io specification with frontmatter constraints, directory…
Use when facing a complex task that could benefit from multiple agents, parallel work, or specialized roles - triggers on "create a team", "parallelize", "multi-agent", or…
Atlas skill for designing and creating Claude Skills for project-specific codebases. USE WHEN you need to capture repeatable workflows, complex multi-step processes, or…
Creates production-ready MCP servers using FastMCP v2. Use when building MCP servers, optimizing tool descriptions for context efficiency, implementing progressive disclosure for…
Orchestrate multi-agent teams for parallel multi-branch work. Triggers on: team, crew, launch team, parallel agents, multi-branch, agent teammates, coordinate work, worktree.
Behavioral guide for orchestrating multi-agent crews — task assessment, worker coordination, and self-maintaining memory.