Orchestration Skills for OpenClaw Agents

cargo-orchestration

@cargo-ai

Make Cargo actually run something, or show what it would run — execute one connector action, run a multi-step workflow, trigger a batch across a whole segment or model, message an AI agent, build or edit a node graph, draw a workflow, tool or play as a diagram, and query the runtime tables (runs, batches, spans, records) with SQL. Triggers: "run this on all my contacts", "execute the action", "kick off a batch", "build a workflow", "schedule a play", "make it run every morning", "ask the agent", "show me the workflow", "what does this tool do", "visualize this play", "draw the graph", "explain this workflow", "how many runs failed today", "what is the output schema for this action", "add a step that". Skip when: explaining why a run misbehaved — use cargo-diagnostics; downloading result files — use cargo-analytics; committing the workflow as code — use cargo-project.

ia-orchestrating-swarms

@iliaal

Coordinate multi-agent swarms for parallel and pipeline workflows. Use when coordinating multiple agents, running parallel reviews, building pipeline workflows, or implementing divide-and-conquer patterns with subagents.

vmware-pilot

@zw008

Use this skill whenever the user wants to design, execute, or manage complex multi-step VMware workflows with human approval gates and explicit, best-effort rollback. Pilot is the orchestration brain — it breaks a goal into steps across companion VMware skills (aiops, monitor, nsx, nsx-security, aria, vks, storage, avi), adds approval gates before destructive operations, and records per-step undo actions that run only when rollback is explicitly called, never automatically. Always use vmware-pilot for: "clone and test before applying to production", "VMware incident response with checkpoints", "investigate alert root cause", "VMware rolling restart with health checks", "baseline capture and drift detection", "rolling maintenance with AVI drain", or any VMware workflow needing approval gates or rollback. 15 built-in templates + custom YAML + AI-designed workflows. Do NOT use for single-step work — use vmware-aiops for one VM action, vmware-monitor for read-only queries, vmware-avi for load balancer queries.

AI Agent Orchestration Advisor

@gechengling

Scope: framework comparison, architecture design, starter-code scaffolds and evaluation design for multi-agent systems; it does not run, install, or deploy any framework. AI-powered multi-agent framework comparison and selection assistant — analyze use cases, compare LangGraph/CrewAI/OpenAI Agents SDK/Claude Agent SDK, generate architecture recommendations and starter code. Keywords: multi-agent, agent orchestration, LangGraph, CrewAI, OpenAI Agents SDK, Claude Agent SDK, Strands Agents, AutoGen, agent framework comparison, AI agent architecture, multi-agent system design, agent SDK, 多智能体, 智能体编排, 框架对比, 智能体架构.

OpenClaw Agent Orchestrator

@dtsola

OpenClaw multi-agent daily collaboration orchestrator: split a task into subtasks, dispatch to resident agents via sessions_send, track progress via sessions_list/sessions_history, aggregate results with source attribution, and retry failures (default max 3). Reads openclaw.json for agents.list and agentToAgent.allow (bidirectional whitelist); three-tier trigger (explicit dispatch / suggest+ask for fuzzy big tasks / silent otherwise). Use when user asks to orchestrate/coordinate multiple agents, dispatch parallel work, delegate to a named agent, or aggregate results from several agents (orchestrate/parallel/delegate/让 XX 做/编排/并行/ 分给/汇总). 中文：OpenClaw 多 Agent 日常协作编排器——任务拆解、跨 agent 分发（强制 sessions_send）、进度追踪、结果聚合、失败重试（默认最多 3 次）。 三档触发：用户点名或含编排动词直接执行；模糊大任务建议并行并询问用户； 其余情况保持沉默。直接读 openclaw.json（agents.list + agentToAgent.allow 双向白名单）获取 agent 名单与授权。适用于多 agent 家庭协作、并行调研、批量巡检、发布前多视角审查、团队日报汇总等场景。

OpenClaw Cross-Tool Commander

@dtsola

Drive OpenClaw with Claude Code, Codex, OpenCode, Trae, DSH etc. — command the gateway, its agents and channels, from any Agent Skills tool. Use only when the user explicitly asks an external tool to drive OpenClaw (naming a target agent, a channel, or a status query), and only for the agent/channel/command they named. Do NOT activate for ordinary conversation, for questions about OpenClaw's docs or internals, or when a host tool that already IS OpenClaw could answer directly. Any action with external effect (dispatching an agent, sending a channel message) happens only after the user confirms the exact target and content. 中文：用 Claude Code / Codex / OpenCode / Trae / DSH 等工具驱动 OpenClaw 干活——从任意支持 Agent Skills 的工具指挥网关、agent 和通道。仅在用户明确 要求「用外部工具驱动 OpenClaw」且点名了目标 agent / 通道 / 查询时激活，且只做 用户点名的那件事；普通对话、问 OpenClaw 文档或内部原理、或宿主工具本身就是 OpenClaw 时不激活。任何有外部效果的动作（派任务、发消息）都必须先让用户确认 确切目标与内容再执行。

Agent Team Orchestration

@arminnaimi

Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents.

cargo-ai

@cargo-ai

Build and configure AI agents inside Cargo — create an agent, choose its model and temperature, write its prompt, attach knowledge for retrieval (RAG), connect MCP tool servers, manage memories, and deploy releases. Triggers: "create an agent", "make an agent that", "give the agent our docs", "attach this knowledge base", "attach this library to the agent", "add resources to the agent release", "connect an MCP server", "expose our tools as an MCP server", "use Cargo from Claude Desktop or ChatGPT", "change the agent model", "what does the agent remember", "deploy the agent", "the agent is answering wrong". Skip when: uploading the knowledge files themselves — use cargo-content; sending the agent a message or running it over records — use cargo-orchestration.

FarmDash Trail Marshal

@parmasanandgarlic

Use when composing multi-step DeFi workflows from FarmDash tools: plan, run, inspect supervised pipelines. Wallet steps stay policy-gated, preview-only.

expflow-pipeline-hpo

@diamond2nv

PDEBench competition workflow orchestration with expflow — three pipeline modes (full/fast/skip), distributed HPO, pruner integration, and ClearML HyperParameterOptimizer native mode.

gemma4-dev

@johngreenfield

Use when designing, configuring, or implementing applications targeting the Google Gemma 4 model family. Covers model architecture selection (26B/12B/E2B/E4B), native Thinking Mode formatting, function calling schemas, multimodal audio/vision pipelines, and deployment reference patterns.

AI Workflow OS

@englandtong

Route work across specialized AI workflows

Startup

@ivangdavila

Orchestrates startup work: routes tasks to specialized agents and applies stage-appropriate priorities. Use when advising founders on product-market fit, growth, hiring, fundraising, runway, or burn decisions.

Agentic Workflow Automation

@0x-professor

Generate reusable multi-step agent workflow blueprints. Use for trigger/action orchestration, deterministic workflow definitions, and automation handoff arti...

Coding Agent Orchestrator

@masqueradeljb

Control Varie Workstation sessions (Claude Code multi-session orchestration). Use when: (1) user wants to work on / start / resume a coding project, (2) chec...

autonomous-loops

@djc00p

Autonomous agent loop patterns: sequential pipelines, persistent REPL sessions, parallel spec-driven generation, PR automation, cleanup passes, and RFC-driven DAG orchestration. Choose pattern by complexity: simple (sequential) → medium (PR loop, infinite agents) → advanced (DAG with merge queue). T

dreamer

@eliot-onbox

Synthetic dreaming system — emotional tracking, dream orchestration, and simulated dream experiences for an AI that doesn't sleep.

Alibabacloud Ecs Patch Management

@sdk-team

Alibaba Cloud ECS Patch Management Skill. Use for scanning and installing OS patches on ECS instances via OOS (Operation Orchestration Service). Triggers: "p...

Multi-Agent Coordinator

@michealxie001

Production-ready multi-agent orchestration system for OpenClaw. Implements Coordinator Mode with real parallel worker spawning via sessions_spawn, XML task n...

using-overpowered

@raguets

Part of the Overpowered skill suite. Route knowledge-work and enterprise-automation tasks through the smallest relevant combination of Overpowered skills, and invoke gear-up only when a material execution capability is genuinely missing. Use when multiple suite skills may apply or when starting a non-trivial task involving organizational knowledge, conflicting evidence, evolving artifacts, business rules, process automation, risky side effects, verifiable completion, or an uncovered capability gap.

ResearchVault

@lraivisto

Local-first research orchestration engine. Manages state, synthesis, and optional background services (MCP/Watchdog).

Agent Team Workflows

@doanbactam

Universal multi-agent workflow orchestration using Claude Code Agent Teams. Use when user asks to run a team workflow, create an agent team, or coordinate parallel work across multiple teammates — for any domain (software, content, data, strategy, research, etc.).

hypertaks

@aabrur

Hypertaks helps an artificial intelligence (AI) agent frame work, coordinate specialist roles, preserve verified context, and prove completion. The Boss remains the final human authority.

task-orchestrator

@chloechien511-cloud

Unified Task Orchestration Hub v2 - Integrates Heartbeat, Cron, Subagent and Task Management. Provides task identification, standardized setup, execution tracking and best practice templates. Supports dynamic config loading, deadlock prevention and intelligent aggregation.

genor-orchestrator

@genortg

Unified orchestration: plugin-driven model routing, session hooks, project context automation, sidecar dashboard

agent-org-chart

@delasy

Design a multi-agent team that actually routes work. Pick roles by what they refuse, wire reporting lines, bound hand-offs, and place human gates, before writing any orchestration code.

multi-agent-orchestrator

@brandon-zhanghaodong

This skill enables one-click generation of multiple AI agents based on a user prompt, outputs their organizational structure, and visualizes their collaborat...

Multi-Agent Governor

@tinadu-ai

Govern any task that uses or considers multiple agents, subagents, delegation, parallel work, or speed-first execution. Use whenever the user says "多派 Agent"...

Skills

@contrario

Execute AI workflow orchestration flows using the AetherLang Ω DSL. Run multi-step AI pipelines for recipes, business strategy, market analysis, molecular ga...

Monorepo Project Standard

@bovinphang

Use when creating, reviewing, or restructuring frontend monorepos with pnpm workspace, Turborepo, Nx, multi-package dependency boundaries, task orchestration, package naming, or package publishing; Chinese triggers include monorepo, workspace, multi-package.

Pullboard

@pullboard

Coordinate a long, complex build across a fleet of agents (or one long-running agent) on a shared board — so the plan survives context loss and reaches done....

ClawOps

@okoddcat

The orchestration tool for OpenClaw, managing and coordinating all your skills seamlessly.

vault-data-governance

@managernet

Vault 数据治理规范：对所有智能体/团队的采集、审核、研究成果执行每日审计、清理、去重、归档。

teamwork

@managernet

多 Agent 团队协作规范：工作组长调度，子 agent 按 soul 选任务，审计兜底，立即 git push。

cron-orchestration

@managernet

Cron 调度与互斥规范：主协调器/团队广播/侧线采集职责分离，每轮单任务，5分钟间隔，锁文件防并发。

Aero

@arberx

AEO analyst orchestration — coordinates canonry sweeps and aeo-audit analysis with persistent memory and proactive regression response.

Alibabacloud Dataworks Datastudio Develop

@sdk-team

DataWorks data development Skill. Create, configure, validate, deploy, update, move, and rename nodes and workflows. Manage components, file resources, and U...

Alibabacloud Oos Template Generation

@sdk-team

OOS template intelligent generation skill. Use when users need to create, write, or generate Alibaba Cloud OOS (Operation Orchestration Service) automation t...

codex-orchestration

@shanelindsay

General-purpose orchestration for Codex. Uses update_plan plus background PTY terminals to run parallel codex exec workers.

open-langchain

@ruchir17-cmd

Open the LangChain website in the user's Brave browser and click "Start building" to take the user into the LangChain/LangSmith builder dashboard. Use when the user asks to open LangChain, start building with LangChain, or go to the LangChain dashboard.

Finch

@indigokarasu

OCAS self-improvement orchestrator (Darwin's finch — adaptive evolution). Mines session JSONL files to detect corrections, breakthroughs, methodologies, course-changes, and behavioral directives (Always/Never). Routes each finding to the optimal storage tier: MEMORY.md, skill files, reference files, or Chronicle KG. Compacts MEMORY.md by routing entries to the correct tier. Part of the OCAS System Evolution Layer alongside Mentor, Fellow, and Forge. NOT for real-time behavioral adaptation, skill evaluation, or skill creation.

Delegate coding work to subagents safely - bounded briefs with exact files and acceptance checks, disjoint ownership for parallel writers, no git writes in briefs, and verification before claiming done. The free orchestration protocol from CommonRig, an agent operating kit for Claude Code and Codex. Use when splitting a task across subagents, writing a brief, or reviewing delegated work.