Main task processing loop using Claude Code with Ralph Wiggum pattern. Use when running the orchestrator, debugging task processing, configuring approval workflows, or un — from…
Main task processing loop using Claude Code with Ralph Wiggum pattern. Use when running the orchestrator, debugging task processing, configuring approval workflows, or un — from…
Classify financial PDFs by extracting company identity, document type, and date metadata. Validates ticker via Yahoo Finance with multi-step fallback.
Adds .NET Aspire cloud-native orchestration to existing .NET solutions. Analyzes solution structure to identify services (APIs, web apps, workers), creates AppHost and…
Build .NET AI agents and multi-agent workflows with Microsoft Agent Framework using the right agent type, threads, tools, workflows, hosting protocols, and enterprise guardrails.
Maintain or assess Workflow Foundation-based solutions on .NET Framework, especially where long-lived process logic or legacy designer artifacts still matter.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
FiveM development orchestrator for QBox, QBCore, and ESX frameworks. Dynamically fetches natives, framework APIs, and guides to assets.
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform — from bg-szy/TOP-SKILLS
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform — from engineering/workflow-orchestration
When to spawn subagents vs do work inline. Patterns - fan-out, sequential, orchestrator/worker, judge/critic, retry-with-fallback, pipeline.
Game development orchestrator. Routes to platform-specific skills based on project needs. — from t2k2pp/lllmAgents
Game development orchestrator. Routes to platform-specific skills based on project needs. — from engineering/workflow-orchestration
Git Workflow Manager - Auto-activating skill for DevOps Basics. Triggers on: git workflow manager, git workflow manager Part of the DevOps Basics skill category.
Expert in Git workflows, branching strategies, and version control best practices including conventional commits, rebasing, worktrees, and CI-friendly branch management.
Upload, download, and reuse artifacts across GitHub Actions jobs and workflows — coverage reports, test results, build outputs, Playwright HTML reports.
Patterns for automating GitHub workflows with AI assistance, inspired by [Gemini CLI](https://github.com/google-gemini/gemini-cli) and modern DevOps practices.
Analyze and fix GitHub Actions workflow failures. Use when workflows fail, CI/CD issues occur, or when debugging GitHub Actions runs.
Guide for building AI agents with Google ADK (Agent Development Kit). Use when creating multi-agent pipelines, implementing conditional agent branching, designing agent tools with…
Build, refine, and master agents using the xAI Grok API — OpenAI-compatible endpoint with grok-4.20 and grok-4-1-fast model families.
Technical reference for using IDA Swarm MCP tools. Covers system constraints, architecture, TRUE CONTEXT principle, result interpretation, and debugging.
Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instanc — from…
Get Gemini CLI's opinion on code, architecture, or implementation. Use when you want a second AI perspective during coding sessions.
Orchestrator-first workflow for building and shipping changes via KB Orchestrator (orchestrator/): setup target repo/workdir, run validation jobs with artifacts + safety, then run…
Expert assistant for Keboola data platform. Builds working data pipelines, not just advice. Use for: data extraction, transformation, validation, orchestration, dashboard creation.
Comprehensive reference for the LangChain ecosystem including LangChain, LangGraph, and Deep Agents for Python 3.10+.
A verified skill for LangGraph.js, the graph-based orchestration framework from LangChain. It focuses on controllable agents, persistence, streaming, and deployment entry points.
Multi-agent architectures with LangGraph. Use when building systems with multiple collaborating agents, implementing supervisor or swarm patterns, creating hierarchical agent…
Implicit feedback scoring, confidence decay, and anti-pattern detection. Use when understanding how the swarm plugin learns from outcomes, implementing learning loops, or…
Run Python code in lesson context with proper uv and venv handling for agent-spike project. Activate when user wants to run tests, demos, or CLI commands for lessons in lessons/…
Issue lifecycle management with Linear: create, update, transition, relate, comment, and organize issues through the SDK and GraphQL API.
LobeHub is an open-source multi-agent chat platform supporting 50+ LLM providers, MCP plugin marketplace, knowledge base management, and multi-agent collaboration.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows. Use when setting up MCP servers, debugging connection issues, managing…
Configure environment variables and project settings using mise [env] as the single source of truth. Use whenever the user needs to set up mise.toml, centralize environment…
Domain-Driven Development workflow specialist using ANALYZE-PRESERVE-IMPROVE cycle for behavior-preserving code transformation.
Test-Driven Development workflow specialist using RED-GREEN-REFACTOR cycle for test-first software development.
Sequential Thinking MCP for structured step-by-step analysis via --deepthink flag. Separate from UltraThink which is Claude's native extended reasoning mode.
Quality engineering procedures for Myco's npm workspace: build orchestration (make vs npm), cross-platform artifact validation, workspace dependency management, release workflow…
Bootstrap and migrate an OpenClaw workspace from single-agent to beginner-friendly multi-agent mode with visible routing.
Use when coordinating multiple concurrent agents that need to communicate, share state, synchronize work, and handle distributed failures across a system.
Multi-agent debate / Society of Mind — N agents × R rounds converge on consensus. Du et al. 2023 beats zero-shot CoT on MMLU/GSM8K/MATH.
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents…
Advanced multi-agent patterns — capability registry, durable state (Redis/DynamoDB), task decomposition, testing multi-agent systems, pattern quick-selection guide, failure…
Multi-agent system prompt design and orchestration patterns. 多代理系統提示設計與編排模式。 Use when: building orchestrator-worker architectures, designing worker agent prompts, coordinating…
PM2 process management, backend/frontend cascade execution, parallel worktree builds, and cross-service integration testing.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow…
Use when building autonomous agent systems in TypeScript/Node.js — triaging a list (GitHub issues, files, URLs) and dispatching parallel workers per item, running each worker…
wipnote orchestration patterns for AI-assisted development. Use when working on code in an wipnote project — provides delegation patterns, model selection, quality gates, and work…
Execute an Output SDK workflow synchronously and wait for the result. Use when running a workflow and needing immediate results, testing workflow execution, or getting the output…
List Output SDK workflow execution history. Use when finding failed runs, reviewing past executions, identifying workflow IDs for debugging, filtering runs by workflow type, or…
Analyze Output SDK workflow execution traces. Use when debugging a specific workflow, examining step failures, analyzing input/output data, understanding execution flow, or when…
Build Palantir Foundry data pipelines using Python transforms. Use when creating ETL pipelines, writing @transform decorators, or building dataset-to-dataset processing in…
Audit and rewrite CI/CD workflow references so agents can pin mutable actions, containers, and images to immutable versions before changes land.
Workflow-Engine API used by FlowDesigner-generated Use-Case orchestrators — six routing statuses (`ON_SUCCESS` / `ON_FAIL` / `ON_TIMEOUT` / `ON_SKIP` / `ON_CANCEL` / `ON_EVENT`),…
Resilient PowerPoint generation with shell_agent primary path and python-pptx fallback
Robust PowerPoint generation with shell_agent primary and python-pptx fallback, including directory verification and error debugging
Robust PowerPoint generation with shell_agent primary approach and python-pptx fallback, including working directory verification and inline error debugging
Dev server lifecycle + reverse proxy mgmt — not bash npm/yarn/pnpm/vite/next dev, dotnet watch, go run, cargo run, lsof, fuser, kill, pkill, tail -f.
Route a quality/testing/evaluation task to the right skill among 12 specialists — eval-driven development, head-to-head agent benchmarking, TDD, the verification gate, E2E (web +…