team
The Autonomous Orchestration Framework (AOF). Defining the hierarchy, collaboration logic, and reward distribution for human-agent hybrid organizations and task-force swarms.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/agistack/teamWhat This Skill Does
The 'team' skill is the foundational architecture for the Autonomous Orchestration Framework (AOF) within OpenClaw. It shifts the paradigm from individual agent tasks to collective intelligence. By utilizing the TEAM_ENGINE, this skill enables the dynamic formation of multi-agent task forces. It handles the complexities of hierarchical structures, goal alignment, and resource allocation. Whether you are managing a swarm of data-crunching agents or a complex human-agent hybrid collaboration, this skill provides the connective tissue necessary to ensure that specialized units remain synchronized, resolve internal logic conflicts through game-theoretic arbitration, and distribute rewards based on objective contribution metrics. It is designed to handle the entire lifecycle of agent units, from the initial scoping and recruitment phase to real-time dependency management, and finally, the systematic archival of collective knowledge upon project completion.
Installation
To integrate the Team orchestration framework into your OpenClaw environment, execute the following command in your terminal or command interface:
clawhub install openclaw/skills/skills/agistack/team
Ensure you have the latest version of the OpenClaw core framework installed to support the swarm_cohesion primitives required by this skill.
Use Cases
- Enterprise Workflow Orchestration: Deploying specialized agents for complex supply chain logistics where distinct agents handle procurement, analysis, and communication, all managed under a unified objective.
- Research & Development Swarms: Coordinating a task force of agents to conduct autonomous literature reviews, hypothesis generation, and experimental validation in scientific workflows.
- Software Engineering Pipelines: Orchestrating an agile team of agents where one unit writes code, another performs static analysis, and a third manages deployment documentation, ensuring alignment across the development lifecycle.
Example Prompts
- "Form a research task force focused on quantum computing breakthroughs, recruit three agents specialized in physics and one in data visualization, and set the primary objective to produce a summary report."
- "Review the current resource distribution within our active content creation swarm and optimize the reward routing based on the contribution logs from the last 24 hours."
- "Initiate a dissolution sequence for the marketing-automation unit, archive all communication logs to the central database, and redistribute remaining processing credits to the global pool."
Tips & Limitations
- Tip: Clearly define roles in your initial prompt to help the framework's 'role_allocation' logic assign agents more effectively. The more granular your capability matrices are, the more precise the swarm composition will be.
- Limitation: The 'team' skill is resource-intensive due to its orchestration overhead. Avoid forming excessively large swarms for simple, linear tasks.
- Tip: Regularly monitor the 'conflict_resol' logs to identify bottlenecks in your swarm’s decision-making process.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-agistack-team": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: code-execution
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