Conversation patterns and interaction protocols for multi-agent systems. Covers request/response, pub/sub, blackboard, delegation chains, debate, critique, consensus,…
Data structures and serialization formats for agent-to-agent communication. Covers message envelopes, structured output schemas, capability declarations, task handoff payloads,…
Guides the design and structuring of workflow-based Claude Code skills with multi-step phases, decision trees, subagent delegation, and progressive disclosure.
PCI DSS compliance assessment and reporting for cardholder data protection, SAQ automation, and ASV scan orchestration
Business war game orchestration skill for competitive response simulation and strategic testing
This skill creates a Dapr workflow application in .NET. Use this skill when the user asks to "create a workflow in .NET", "write a .NET workflow application" or "build a workflow…
This skill creates a Dapr workflow application from a diagram. Use this skill when the user provides a workflow image (PNG, JPG, JPEG, GIF, WebP) or a BPMN 2.0 XML file (.bpmn,…
This skill creates a Dapr workflow application in Python. Use this skill when the user asks to "create a workflow in Python", "write a Python workflow application" or "build a…
Validates that a DAG node's output matches its declared JSON schema before passing to downstream nodes. The glue that makes multi-agent DAGs reliable.
Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.
opencode-advisor 플러그인 빌드를 처음부터 끝까지 조율하는 오케스트레이터. 'advisor 플러그인 만들어줘', 'opencode-advisor 빌드', 'model routing 플러그인 구현', '모델 라우팅 플러그인', 'advisor 구현' 요청 시 반드시 이 스킬을 사용.
Build, configure, and debug agent-actions agentic workflows. Trigger on workflow YAML, UDFs, context_scope, guards, versions, schemas, seed data, prompts, reprompt, HITL,…
Inter-agent communication patterns including message passing, shared memory, blackboard systems, and event-driven architectures for LLM agentsUse when "agent communication,…
Diagnoses and debugs A2A agent communication issues including agent status, message routing, transport connectivity, and log analysis.
Knowledge base for designing AI agents — persona crafting, system prompt patterns, multi-agent orchestration, memory design, evaluation.
Provides best practices for AI agent orchestration including MCP servers, A2A protocol, multi-agent coordination, and swarm architectures.
Create, use, and manage Agent Skills for Claude. Use when working with Skills, creating custom capabilities, or understanding how Skills extend Claude's functionality.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
AI agent workflow patterns including ReAct agents, multi-agent systems, loop control, tool orchestration, and autonomous agent architectures.
Generate a reusable agent-driven project workflow as filesystem-based Agent Skills. Use when bootstrapping planning, refinement, architecture, implementation, review, and…
Route an AI-agent engineering task to the right skill among 14 meta specialists — planning a multi-session build, decomposing a plan into an agent chain, orchestrating a squad,…
Multi-model AI collaboration via orchestrator MCP. Use when seeking second opinions, debugging complex issues, building consensus on architectural decisions, conducting code…
Choose multi-agent architectures using environment-first analysis, coordination pressure, commitment tuning, and knowledge levels.
Game development orchestrator. Routes to platform-specific skills based on project needs. — from engineering/workflow-orchestration
Build a complete web scraping Actor with Crawlee and deploy to Apify. Use when implementing end-to-end scraping: input schema, crawler, data extraction, dataset output, and…
Expert knowledge for building AI agents with Argentic - a Python microframework for async MQTT-based agents with multi-LLM support, custom tools, and multi-agent orchestration
Route an Astro task to the right spoke — building the site (components, islands/hydration, content, SSR, actions, i18n) or publishing a docs/wiki/press-kit site.
Use when an approved ai-architecture.md defines a multi-agent workflow and AutoGen is the chosen framework.
Use when an approved ai-architecture.md defines a tool surface and AutoGen is the chosen framework. Produces tool schemas, an authorization-enforcing execution adapter,…
Automatisation par scripts (PowerShell, Python, Bash) pour tâches répétitives — cron jobs, batch processing et orchestration.
Expert in background job processing with Bull/BullMQ (Redis), Celery, and cloud queues. Implements retries, scheduling, priority queues, and worker management.
Scrape structured data with Bright Data Scraping Browser using Playwright/Puppeteer. Use when scraping JavaScript-rendered pages, SPAs, or sites requiring browser interaction.
Browser Use is an open source browser automation framework for AI agents that turns websites into controllable interfaces for multi-step tasks.
Use Inngest AgentKit to build TypeScript agent networks with deterministic routing, shared state, MCP tools, and local tracing.
Rate-limit-resilient pipeline with checkpoint/resume for long multi-phase sessions. Saves progress to .claude/pipeline-state.json after each phase.
Guide to SGLang CI workflow orchestration — stage ordering, fast-fail, gating, partitioning, execution modes, and debugging CI failures.
You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes.
Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing.
Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing.
Multi-agent orchestration for Claude Code — automatic task decomposition via Opus 4.6, parallel execution with dependency-aware scheduling, file conflict prevention, quality gate,…
Executes ComfyUI image generation workflows via the /prompt REST API endpoint with WebSocket progress tracking.
Regulatory and legal compliance audit. Discovers which frameworks apply based on jurisdiction, industry, and data types, then checks the codebase against the applicable controls.
Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.
Principles for designing context-efficient AI agents and tools. Use when designing LLM tools, agents, MCP servers, or multi-agent systems.
Design and build context-packet DAG pipelines — graph design, shell orchestration, MCP server integration, and programmatic TypeScript API.
Fetch up-to-date library documentation via Context7 REST API. Use when needing current API docs, framework patterns, or code examples for any library.
Use Dagu to define file-backed workflow jobs in YAML, run them locally or across workers, and inspect failures through a lightweight operator surface instead of a heavyweight…
CrewAI is a lean, lightning-fast Python framework for orchestrating role-playing autonomous AI agents.
Standards for database interaction, connection pooling, and repository patterns in Golang.
Help debug code by analyzing error messages, identifying root causes, and providing fix suggestions.
Development workflow for features, bugs, refactoring. Auto-activates for multi-file implementations. — from engineering/workflow-orchestration
Readiness implementation orchestrator for Lerian services. Drives a 12-gate cycle that detects stack, audits existing /readyz compliance, dispatches language-specific engineers…
Create and execute comprehensive tests including unit tests, integration tests, CLI tests, web/mobile UI tests, API tests, and log analysis.
Create Mermaid diagrams and convert them to images. Use when needing to visualize flows, architecture, or data structures.
Capture and inspect specific screen regions (e.g., mobile simulators, app windows) using a background streaming process. Use for UI debugging and troubleshooting.
Enforces the standard development workflow for the fund-portfolio-bot project: read docs first, propose a small scoped design, respect version scope, and limit code changes.
Orquestradora da Família M — Serviços e Bibliotecas Delphi. Mapeia Horse, REST-DataWare, JWT, OpenSSL e afins.
Development process rules for this project including testing, branching, and commit standards. Use when implementing features, fixing bugs, or making any code changes.
Use when creating, editing, debugging, or validating Dify workflow DSL for self-hosted Dify. Start from an exported workflow of the target instance, edit minimally, and v — from…
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.