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 when executing a multi-step repository task in phases, especially when progress should be tracked with gates, approvals, retries, localized replanning, or optional subagent…
> Tier 1 workflow base for corporate income tax skills serving small, medium, and large companies across jurisdictions.
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.
> Tier 1 workflow base for customs duty skills. Covers the customs declaration lifecycle from origin determination, HS classification, valuation, preference, special procedures,…
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.
AI DevKit · Worktree setup and resume guidance for isolated feature work. Use when starting, resuming, switching, or verifying a feature branch/worktree for lifecycle, debugging,…
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.
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.
Trigger: project task list, task decomposition, phase planning, master orchestration, delivery governance.
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.
Strategies, workflows, patterns, and best practices for maximizing harness engineering through GitHub Copilot agent customization.
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…
Use when a Python-based metabolomics analysis package has been relocated to a new GitHub organization (e.g., metabolomics-cloud) and you need to confirm that the migration…
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…
Unified CI watch + auto-fix loop skill. Polls gh pr checks after /moai sync PR creation, classifies required vs auxiliary failures, attempts safe automated patches (max 3…
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.