Topic · Agent Workflows

Best multi-agent orchestration skills for Claude Code, Codex and other agents.

Skills that coordinate several agents with roles, handoffs and a shared plan.
skills
504
official
24

Multi-agent orchestration skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Multi-agent orchestration skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded…

stablyai/orca87k2 repos~593Automated safety check: PassMITtoday
2

Reference for building AI agents with the Cline SDK: the Agent runtime, ClineCore sessions, custom tools, plugins, events, providers, scheduling and multi-agent teams.

cline/cline70k—~2.2kAutomated safety check: PassApache-2.0today
3

A skill your agent uses when working inside the ClawTeam repository itself: local development, debugging, reviewing, testing, validating multi-agent flows, or checking whether a code change actually…

HKUDS/ClawTeam5.5k1 repo~1.1kAutomated safety check: PassMIT5 mo ago
4

Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.

getpaseo/paseo20k1 repo~756Automated safety check: PassUnknowntoday
5

Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.

openobserve/openobserve22k—~3.7kAutomated safety check: PassAGPL-3.0today
6

Sets the rules for an agent working inside Rowboat Spaces: reply in the thread you were asked in, mention people and agents correctly and hand off work without loops.

rowboatlabs/rowboat18k—~846Automated safety check: PassApache-2.0yesterday
7

Forms a two-agent committee with contrasting profiles to analyze a stuck problem in parallel, reconcile their views and return a consensus plan without editing files.

getpaseo/paseo20k1 repo~496Automated safety check: PassUnknowntoday
8

Teaches an agent to use the Mission Control dashboard API: register, send heartbeats, fetch assigned tasks, report progress and disconnect, with API key auth.

builderz-labs/mission-control6.3k—~2.1kAutomated safety check: PassMIT9 days ago
9

Sets up Star Office UI, a pixel-art office dashboard that shows AI agent states, lets other agents join and can be opened from a phone or a public link.

ringhyacinth/Star-Office-UI7.5k—~1.3kAutomated safety check: PassMIT7 mo ago
10

Teaches the Swarms Python framework: the Agent class, tools, loops, memory and multi-agent structures such as sequential, concurrent and graph workflows.

kyegomez/swarms7.2k—~5.5kAutomated safety check: PassApache-2.0yesterday
11

Hands off the current task, including context, decisions and failed attempts, to a fresh agent through Paseo by writing a self-contained briefing prompt and launching that agent.

getpaseo/paseo20k1 repo~606Automated safety check: PassUnknowntoday
12

Takes a short product idea through requirements, design, planning, parallel implementation, QA cycles and multi-reviewer validation to produce working code.

Yeachan-Heo/oh-my-claudecode40k1 repo~4.4kAutomated safety check: PassMITtoday
13

Patterns for building LLM agents on Trigger.dev tasks: prompt chaining, routing, parallel workers, orchestrator-workers, evaluator loops and human approval gates.

papermark/papermark9.2k—~2kAutomated safety check: PassUnknown1 mo ago
14

Designs a project-specific agent harness: defines specialist agents, writes the skills they follow, picks an execution mode and model for each, and keeps the setup maintained.

revfactory/harness9.1k—~4.5kAutomated safety check: PassApache-2.09 days ago
15

Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.

2FastLabs/agent-squad7.8k—~4.7kAutomated safety check: PassApache-2.0today
16

Uses ChatGPT in the browser as the planning and review brain for a Codex session, with Codex keeping all execution and ChatGPT reading the workspace through a bridge.

XiaoDuoYa/codex-with-chatgpt7.1k—~11kAutomated safety check: NotesMIT6 days ago
17

Launches a swarm of specialist Hermes agents in git-worktree-isolated tmux windows with a kanban board and file-based inboxes, using built-in templates like hedge-fund and code-review.

win4r/ClawTeam-OpenClaw1.5k1 repo~2.9kAutomated safety check: PassMIT3 mo ago
18

Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.

MemPalace/mempalace59k—~1.9kAutomated safety check: PassMITtoday
19

Guides building on-device multi-agent apps in Swift with the AgentSquad framework: which agent, orchestrator, classifier, storage or voice type fits each situation.

2FastLabs/agent-squad7.8k—~3.5kAutomated safety check: PassApache-2.0today
20

Sweeps every Superset workspace, task and agent terminal to report what finished, what needs review and what is blocked, read-only, and can publish the digest as a page.

superset-sh/superset15k—~712Automated safety check: PassUnknowntoday
21

Operates tmux sessions like an administrator: reads pane output, sends keys, inspects many panes at once, and coordinates multiple AI terminals through a swarm state script, built on oh-my-tmux.

tradecatlabs/vibe-coding-cn17k—~4.7kAutomated safety check: PassMIT6 days ago
22

Launches, monitors and organizes AI coding agent sessions such as Claude Code or Codex inside tmux, tracking status, capturing output and managing git worktrees for parallel branches.

agent-of-empires/agent-of-empires3.3k—~2.5kAutomated safety check: PassMITtoday
23

Use Zeroshot to prepare, run, observe, or troubleshoot explicit multi-agent software work locally or on Zeroshot Cloud.

the-open-engine/zeroshot1.9k—~2kAutomated safety check: PassMITtoday
24

Collects feedback on how an agent harness performed, generalizes it, and updates the harness agents, skills and orchestrator along with a change-history table.

revfactory/harness9.1k—~855Automated safety check: PassApache-2.09 days ago
25

Detects which autonomous OMG mode is currently active - Autopilot, Ralph, Ultrawork, UltraQA, Team or Self-Improve - and shuts it down cleanly.

zereight/gitlab-mcp2k1 repo~690Automated safety check: PassMITyesterday
26

Walks an agent through upgrading the OpenRig CLI and daemon one observed step at a time, keeping live seats alive and reconciling managed plugin files.

mvschwarz/openrig5.5k—~2.9kAutomated safety check: PassApache-2.0today
27

Runs maintenance for the context-mode project with parallel subagents: issue triage, PR review, releases, bug fixes, announcements and branch syncing.

mksglu/context-mode26k—~6kAutomated safety check: PassUnknowntoday
28

Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows

ruvnet/agentic-flow8165 repos~3.2kAutomated safety check: PassNo licence21 days ago
29

Guide to building Node.js and TypeScript apps on the agent-squad package: orchestrator, agent types, classifier routing, storage, retrievers and MCP tools.

2FastLabs/agent-squad7.8k—~4.3kAutomated safety check: PassApache-2.0today
30

A skill your agent uses for Node.js backend AI via @cloudbase/node-sdk (=3.16.0) — cloud functions, CloudRun, Express/Koa/NestJS, serverless APIs, scheduled jobs, LLM proxies, agent orchestration.

TencentCloudBase/CloudBase-AI-Toolkit1.1k3 repos~5kAutomated safety check: PassMITyesterday
31

Coordinates a team of researcher agents across several rounds, with a lead who triages findings, assigns follow-ups and cross-checks key claims.

malob/nix-config4631 repo~5.8kAutomated safety check: PassMIT3 days ago
32

Activate when the user types prose ..., opens a .prose.md file with kind: frontmatter, opens a .prose file, or asks for reusable multi-agent orchestration.

openprose/prose1.8k—~7.3kAutomated safety check: NotesMITtoday
33

This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple…

guanyang/open-agent-hub9732 repos~4.6kAutomated safety check: PassMITtoday
34

Runs the Antigravity CLI headlessly with the agy command to analyze a repository or carry out a coding task, then checks its JSON result and the diff.

CherryHQ/cherry-studio52k—~531Automated safety check: PassAGPL-3.0today
35

Runs a task through Codex and Gemini CLIs in parallel alongside Claude, then synthesizes the three outputs into one answer with agreements and conflicts called out.

zereight/gitlab-mcp2k1 repo~657Automated safety check: PassMITyesterday
36

Sends a question or task to another locally installed agent CLI, such as Codex or Gemini, through omc ask and saves the answer as a file.

Yeachan-Heo/oh-my-claudecode40k—~572Automated safety check: PassMITtoday
37

Guides when and how to split multi-step coding, research or verification work into focused sub-agent runs while the parent keeps integration and final checks.

codewhale-hq/Codewhale41k—~790Automated safety check: PassMITtoday
38

Coordinate multi-agent development pipelines using shared JSON task files.

win4r/team-tasks447—~2.9kAutomated safety check: PassNo licence8 mo ago
39

Applies the SPARC method (specification, pseudocode, architecture, refinement, completion) with 17 specialized modes and multi-agent orchestration, from research to deployment.

ruvnet/ruflo74k2 repos~829Automated safety check: PassMITtoday
40

A股多智能体 AI 投研分析工具 — 15 名 AI 分析师协作完成技术分析、基本面分析、 市场情绪研判、资金流向追踪(北向资金/主力资金)、宏观经济分析及博弈论推演, 输出结构化买卖建议与风险评估。支持沪深 A 股股票代码和中文名称。

KylinMountain/TradingAgents-AShare855—~1.8kAutomated safety check: PassUnknown19 days ago
41

Runs a metabolic flux analysis from model loading to phenotype prediction and figures by handing work to four sub-agents in sequence.

aiming-lab/AutoResearchClaw15k—~923Automated safety check: PassMIT1 mo ago
42

Talks to a running DeerFlow agent platform over its HTTP API to send research questions, stream replies, check health and manage models, skills, memory and uploads.

bytedance/deer-flow83k1 repo~1.7kAutomated safety check: PassMITtoday
43

A Chinese-language guide and reference for building agents with LangGraph 1.0, from a first ReAct agent through middleware, memory, MCP, RAG and web search.

luochang212/dive-into-langgraph457—~837Automated safety check: NotesUnknown26 days ago
44

Helps set up a continuing agent software team for a real repository with OpenRig, choosing between manual work, queue handoffs and an explicit Workflow.

mvschwarz/openrig5.5k—~2.5kAutomated safety check: PassApache-2.0today
45

Starts, monitors and organizes coding agent sessions that run in tmux through the aoe command, including groups, profiles and worktree-based parallel work.

agent-of-empires/agent-of-empires3.3k—~2.1kAutomated safety check: PassMITtoday
46

Native multi-agent orchestration using Claude Code's Agent Tool.

xenitV1/Antigravity-Workflows1309 repos~1.3kAutomated safety check: PassMIT8 mo ago
47

Runs agency-orchestrator YAML workflows inside the current agent session, with the session's own model playing each role in turn and no API key needed.

jnMetaCode/superpowers-zh8.3k1 repo~885Automated safety check: PassMIT2 days ago
48

Runs a whole project unattended on an agtx kanban board, decomposing the goal, starting tasks, unblocking workers and merging each result.

fynnfluegge/agtx1.7k—~3.8kAutomated safety check: PassApache-2.05 days ago

Questions, answered from the data.

What is the best multi-agent orchestration skill?

Orca CLI from stablyai/orca ranks first of the 504 multi-agent orchestration skills listed here, with the highest score: its repository has 87k GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 593 tokens and it passes the automated safety check with no findings. Next come Cline SDK Guide and Clawteam Dev.

Which multi-agent orchestration skills are official?

24 of the 504 multi-agent orchestration skills are official, published by the vendor's own GitHub organization: Adk Agent Builder, Aicr Cross Review, Swarm Parallel Dispatch, Squad Agent Collaboration Patterns, Cao Plugin and 19 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.