Do workflow skills replace project-specific rules?

No. They provide general operating patterns. Combine with project .cursorrules or CLAUDE.md for repo-specific context.

Which skills help with subagent orchestration?

Look for tags like subagent, orchestration, planning, and mcp in this topic's skill list.

Can I use these for CI/automation?

Some skills target autonomous loops and headless agent operation suitable for CI pipelines.

Agent Workflow Skills — Planning, Subagents & Orchestration

您的智能体能做什么

Plan multi-step tasks before executing code changes
Dispatch and coordinate subagents for parallel work
Debug systematically with structured investigation
Run review loops and quality gates before shipping
Manage context and memory across long sessions
Integrate MCP tools and external APIs safely

此主题下的技能

Skill	Description	Source
openclaw/openclaw	Personal AI agent that lives on your device; viral local-first assistant reaching 210k+ stars in 2026.	openclaw/openclaw
finishing-a-development-branch	Branch close checklist: tests, commit message, pull request, and review request	obra/superpowers
using-git-worktrees	Use git worktrees to run parallel agent sessions on separate branches	obra/superpowers
dispatching-parallel-agents	Split work across parallel subagents and coordinate their outputs	obra/superpowers
subagent-driven-development	Orchestrate specialized subagents for different parts of a task	obra/superpowers
requesting-code-review	Prepare code for review: self-review, test coverage, and pull request description	obra/superpowers
executing-plans	Execute a plan step-by-step with checkpoints and verification at each stage	obra/superpowers
writing-plans	Write structured implementation plans before starting complex tasks	obra/superpowers
systematic-debugging	Hypothesis-driven debugging loop: observe, hypothesize, test, verify	obra/superpowers
brainstorming	Structured ideation and problem decomposition frameworks	obra/superpowers
ollama/ollama	The foundation for local agent deployment, allowing private execution of large language models.	ollama/ollama
skill-creator	Create, test, and publish new skills from within your agent	anthropics/skills
langflow-ai/langflow	Langflow is a powerful tool for building and deploying AI-powered agents and workflows.	langflow-ai/langflow
open-webui/open-webui	User security authorization handlers securing distributed agent workspaces against unauthorized data inspection passes.	open-webui/open-webui
anthropics/claude-code	An agentic coding tool that lives in your terminal, understands your codebase, and executes routine development tasks natively.	anthropics/claude-code
Shubhamsaboo/awesome-llm-apps	100+ ready-to-run AI agent and RAG templates covering earnings calls, insurance, and travel planning.	Shubhamsaboo/awesome-llm-apps
google-gemini/gemini-cli	An open-source AI agent that brings the power of Gemini directly into your terminal.	google-gemini/gemini-cli
tiangolo/fastapi	Boilerplate setup to deploy multi-agent streaming JSON interfaces over asynchronous WebSockets securely.	tiangolo/fastapi
lobehub/lobehub	🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.	lobehub/lobehub
ComposioHQ/awesome-claude-skills	A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows	ComposioHQ/awesome-claude-skills
code-yeongyu/oh-my-openagent	omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode	code-yeongyu/oh-my-openagent
microsoft/autogen	A web interface prototype enabling non-developers to curate multi-agent workflows and evaluate task progression tracks graphically.	microsoft/autogen
mem0ai/mem0	The Memory Layer for AI Agents. Personalizes agent workflows by maintaining continuous semantic context profiles over time.	mem0ai/mem0
crewAIInc/crewAI	Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly.	crewAIInc/crewAI
mudler/LocalAI	Free Open-Source alternative to OpenAI. Provides embedded orchestration skills for entirely offline air-gapped security models.	mudler/LocalAI
block/goose	an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM	block/goose
gradio-app/gradio	Rapid prototyping components built to display multi-modal input arrays alongside cascading multi-agent decision steps.	gradio-app/gradio
ChromeDevTools/chrome-devtools-mcp	Chrome DevTools for coding agents	ChromeDevTools/chrome-devtools-mcp
phidatahq/phidata	Reference blueprint patterns showcasing proper tool setups and context loading configurations for enterprise agent instances.	phidatahq/phidata
wshobson/agents	Intelligent automation and multi-agent orchestration for Claude Code	wshobson/agents
Textualize/textual	Python TUI framework used to build terminal interfaces showing agent thought-loops, tool status, and execution streams.	Textualize/textual
reworkd/AgentGPT	Assemble, configure, and deploy autonomous AI Agents directly in your web browser.	reworkd/AgentGPT
test-driven-development	Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you	addyosmani/agent-skills
1Panel-dev/1Panel	🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your entire server stack from one clean web interface.	1Panel-dev/1Panel
CopilotKit/CopilotKit	The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol	CopilotKit/CopilotKit
AstrBotDevs/AstrBot	AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨	AstrBotDevs/AstrBot
microsoft/playwright-mcp	Official Playwright MCP server. 30k+ stars. Browser automation with accessibility snapshots, Chromium/Firefox/WebKit, 22 tools	microsoft/playwright-mcp
TabbyML/tabby	Self-hosted AI coding assistant backend featuring low-latency code completion agent skills over internal corporate repos.	TabbyML/tabby
getcursor/cursor	Direct IDE integrations providing agents the skill to rewrite codebase contexts safely based on natural language feedback.	getcursor/cursor
github/github-mcp-server	GitHub's official MCP Server	github/github-mcp-server
Gitlawb/openclaude	runs anywhere. uses anything	Gitlawb/openclaude
microsoft/semantic-kernel	Native system tool blueprints allowing agents to control operating file systems and basic network routing assets seamlessly.	microsoft/semantic-kernel
Wei-Shaw/sub2api	Sub2API-CRS2 一站式开源中转服务，让 Claude、Openai 、Gemini、Antigravity订阅统一接入，支持拼车共享，更高效分摊成本，原生工具无缝使用。	Wei-Shaw/sub2api
oraios/serena	A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent	oraios/serena
jackwener/OpenCLI	Make Any Website into CLI & Use your logged-in browser by AI agent.	jackwener/OpenCLI
gastownhall/beads	Beads - A memory upgrade for your coding agent	gastownhall/beads
vercel/ai	The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents	vercel/ai
rohitg00/agentmemory	#1 Persistent memory for AI coding agents based on real-world benchmarks	rohitg00/agentmemory
activepieces/activepieces	AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents	activepieces/activepieces
wandb/openui	Client-side rendering modules converting real-time agent output strings directly into interactive interface previews.	wandb/openui

openclaw/openclaw

Personal AI agent that lives on your device; viral local-first assistant reaching 210k+ stars in 2026.

openclaw/openclaw

npx skills add openclaw/openclaw

finishing-a-development-branch

Branch close checklist: tests, commit message, pull request, and review request

obra/superpowers