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
Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete,…
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…
Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
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.
Create, track, and land convoys of related beads as primary work orders in the Gas Town multi-agent orchestration framework.
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.
Direct access to GitHub Copilot MCP server tools for AI-powered development assistance
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…
\"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…
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…
Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-b — from…
Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies.
Comprehensive CrewAI framework guide for building collaborative AI agent teams and structured workflows.
Guide complet pour construire des systèmes multi-agents avec CrewAI. Création d'agents spécialisés, définition de tâches, orchestration de crews et intégration d'outils p — from…
Use when creating MCP servers for Brazilian court jurisprudence searches. Focuses on scraping techniques (JSF/AJAX, HTML parsing) for tribunals without public REST APIs.
Set up cross-agent skill infrastructure so skills work across Claude Code, OpenAI Codex, and GitHub Copilot. Use for multi-agent compatibility, skill migration, cross-agent sync.
Cross-agent task routing — Codex auto-review, Kimi delegation by blast radius, iCPG + Mnemos mandatory for all agents
Transfer context between AI agent sessions with structured handoff protocols, state serialization, and decision log preservation.
When user asks about managing Claude Code or Codex profiles, skills, MCPs, or agent configuration, use cue CLI commands to help them
Cursorでclaude-memのMCPサーバーにアクセスし、過去のセッション記録を検索・新しい観測を記録。トリガー: 'メモリ検索', 'claude-mem', '過去の判断', '記録して', 'memory search', 'past decisions'.
Design custom agents from scratch using Claude Agent SDK patterns. Use when building domain-specific agents, designing agents with full SDK control, or creating specialized agents…
Discover, validate, and invoke .agent.md custom agents. Use when finding agent files in the local Claude or VS Code Insiders directories, checking frontmatter, verifying…
Multi-agent workflow orchestration patterns for Clojure+Vertex AI. Covers sequential/parallel/DAG topologies, state management (stateless/stateful/hybrid), error handling…
Generates a Claude Workflow Composer (.cwc) workflow file from a plain-English description and saves it to ~/.cwc/workflows/ so it appears immediately in the CWC canvas.
Use when Daem0nMCP tools are available - enforces the sacred covenant (commune at session start, seek counsel before changes, inscribe decisions, seal outcomes)
Step-by-step Dart task workflows via SLOP: fetch, update, complete, create, block. Dart 任務常用工作流，以 SLOP 操作。 Use when: getting active tasks, completing task, creating subtasks,…
Complete reference for all 21 Dart MCP tools: tasks, documents, comments, workspace config. Dart MCP 服務器全21工具參考，含任務、文檔、評論、工作區配置。 Use when: looking up tool parameters,…
Design effective dashboards with clear layouts, KPI displays, data grids, and real-time updates. Covers dashboard patterns, information hierarchy, responsive grids, widge — from…
Detects data integrity issues including orphaned records, broken foreign key relationships, constraint violations, and provides automated fix migrations.
Data modeling with Entity-Relationship Diagrams (ERDs), data dictionaries, and conceptual/logical/physical models.
Schema tasarımı, migration stratejileri, indexing, query optimization ve database best practices. — from majiayu000/claude-skill-registry-data
Schema tasarımı, migration stratejileri, indexing, query optimization ve database best practices. — from majiayu000/claude-skill-registry-data
Database design patterns, SQL best practices, ORM usage (Prisma/Drizzle), and migration strategies. Use when designing schemas, writing queries, or optimizing database operations.
Analyze Datadog error logs for Packmind production services (api-proprietary, mcp-proprietary, frontend-proprietary), group them into patterns, root-cause against the codebase,…
Monitors Datadog metric streams using the Datadog API v2 and applies ML-based anomaly detection to alert on infrastructure drift.
Creates and manages Datadog monitors using the datadog-api-client SDK. Configures metric, log, APM trace, and composite monitors with proper threshold types and notification…
Defines database performance monitoring strategy with slow query detection, resource usage alerts, query execution thresholds, and automated alerting.