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metaskill

by xvirobotics

Create reusable meta-skills to generate and coordinate agent teams

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Updated Feb 23, 2026
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Overview

Generates and composes agent teams by producing reusable "meta-skills" that define roles, prompts, and delegation rules. Uses prompt templates and role definitions (built for Claude/Anthropic SDKs) to instantiate specialist agents and coordinate task breakdowns. Standout features include automated role synthesis and simple orchestration glue for multi-agent workflows targeting Claude models, leveraging patterns like the Agentic RAG Pattern and the Hierarchical Multi-Agent Pattern.

The Value Proposition

As agents delegate more complex work, assembling the right mix of specialists becomes a recurring bottleneck — you need predictable behaviors and repeatable team designs. Metaskill codifies team patterns and role templates so you can reproduce, audit, and iterate on agent compositions. That makes it easier to compare agent team designs and reason about agent loop and delegation reliability.

Best For

Researchers and builders prototyping multi-agent workflows on Claude/Anthropic who want repeatable role templates and quick team generation. This approach aligns with familiar patterns like the ReAct Pattern (Reason + Act) to structure reasoning and action in teams.

Applications

  • Compose specialist agent teams from role templates for complex tasks
  • Rapidly prototype delegation strategies and team configurations for Claude-based agents
  • Create repeatable, auditable role definitions to compare team outcomes
Works With
anthropicclaude-agent-sdkclaude-code
Topics
agent-orchestrationai-agentanthropicclaude-agent-sdkclaude-codeclaude-skillsmulti-agent
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Keywords
multi-agent orchestrationagent delegationanthropicagent track record