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…
Orchestrates Multi-Page Application (MPA) architecture within a single repository, integrating with relevant skills / Mengorkestrasi arsitektur Multi-Page Application (MPA) dalam…
Production-tested blueprint for building 5-10 agent teams in OpenClaw with cross-agent routing, Telegram integration, and role-based architecture
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…
A complete 10-agent team architecture with roles, model routing, cron templates, meeting system, and phased deployment guide.
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.
Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs…
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…
Design O-Agent systems for multi-agent fleet management. Use when building orchestrator agents, designing multi-agent architectures, or creating unified interfaces for agent fleet…
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.
Use as the lead skill for any non-trivial request. It drives the full request→approval pipeline (classify, audit, requirements, applications, stack, architecture, phases, tasks)…
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 +…
Multi-Agent AI Quant System with multi-coin prediction, strategy templates, and automated backtesting
QuickNode core workflow a — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
Work with NFT and token APIs via QuickNode: metadata, balances, transfer history. Use when building NFT or token features, checking balances, or tracking transfers.
Use when running pre-release validation, generating changelogs, bumping semantic versions, scoring deployment readiness, or orchestrating end-to-end release pipelines.
Safely identifies and removes dead code in TypeScript/JavaScript projects using multi-agent analysis with automatic backup branches.
Build a full-stack web app on Replit with Express/Flask, PostgreSQL, Auth, and deployment. Use when creating a new production app on Replit from scratch, building the primary…
Manage Replit Teams, member permissions, deployment promotion, and bulk Repl admin. Use when managing team access, configuring deployment environments, auditing Repls, or…
Gera specs SDD (workflow-overview, requirements, design) a partir de workflows do N8N exportados em JSON, preparando o terreno para reimplementação em Python ou outra linguagem.
Automatisation par scripts (PowerShell, Python, Bash) pour tâches répétitives — cron jobs, batch processing et orchestration.
Use when when evaluating whether an MS data processing platform (such as mzmine) supports the full range of separation/ionization techniques your laboratory uses, or when…
Manage Shopify products, variants, and collections using the GraphQL Admin API. Use when creating, updating, or querying products, managing inventory, or building product catalog…
Manage Shopify orders, customers, and fulfillments using the GraphQL Admin API. Use when querying orders, processing fulfillments, managing customers, or building order management…
Substrate-aware memory orchestration for Starlight Intelligence System. Coordinates a 7-subagent team that proactively manages memory writes, retrieval, knowledge-graph…
Forensic debugging of a past sisyphus multi-agent session — reconstruct what the orchestrator and each agent could see at each decision point and judge whether their calls were…
Resolves the active runtime tier and provides the canonical DISPATCH contract for all pipeline step execution.
Author, run, and operate skelm pipelines — typed TypeScript orchestrations for agentic and deterministic workflows with default-deny permissions.
Author, run, and operate skelm pipelines — typed TypeScript orchestrations for agentic and deterministic workflows with default-deny permissions.
Builds interactive Slack workflows using the Bolt SDK for JavaScript and Block Kit Builder API. Handles modal forms, scheduled messages, and webhook integrations.
Python-based workflow manager for reproducible, scalable pipelines. Define rules with file-based dependencies; Snakemake resolves execution order and parallelism.
Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance…
Systematic bugfix workflow with regression testing, auto-retry logic, and comprehensive validation. Auto-executes when user clearly wants to fix, debug, repair, resolve, broken,…
Use when after implementing or modifying a cross-language integration layer that wraps Python mass spectrometry functions (e.g., spectral matching, peak detection, normalization…
State machine discipline, saga compensation, event-sourced persistence, workflow orchestration. Use when state transitions, workflow steps, saga, compensation, event sourcing, or…
Systematic debugging — evidence before hypotheses, hypotheses before fixes, root cause before patches, and the diagnosis saved to the vault.
System design phase — architecture, tech-stack options, module boundaries, data model, and ADRs from a validated SRS.
Guide for running local E2E tests with API server, Docker lead/worker containers, task creation, log verification, UI dashboard, and cleanup
Operates under OpenAI Symphony, the autonomous agent orchestrator that spawns one coding-agent session per tracker issue inside an isolated per-issue workspace.
Together AI core workflow a for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together core workflow a".
Together AI core workflow b for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together core workflow b".
ToolJet is an open-source platform for internal tools, dashboards, workflows, and AI-assisted business apps.