Agent Creator

关于

This skill offers a comprehensive framework for building high-performance AI agents by integrating systematic domain research with advanced cognitive modeling. It guides developers through a structured four-phase workflow—Analysis, Meta-Cognitive Extraction, Architecture Design, and Technical Enhancement—to ensure agents possess deeply embedded expertise and robust operational guardrails. By combining the Claude Agent SDK with strategies like Program-of-Thought decomposition and MCP server integration, it enables the creation of sophisticated, multi-agent systems capable of handling complex, domain-specific tasks with consistent precision.

主要功能

• 1 GitHub stars
• Integration of evidence-based techniques like Plan-and-Solve and Self-Consistency
• 4-Phase SOP methodology for systematic reverse-engineering of agent roles
• Implementation guidance for Claude Agent SDK and Claude Flow MCP integration
• Detailed architecture design with explicit guardrails and failure mode detection
• Meta-cognitive extraction to capture expert heuristics and decision frameworks

使用场景

• Optimizing existing AI personas for higher consistency and reliability
• Building production-grade agents for specialized domain workflows
• Designing multi-agent systems requiring coordinated state and memory management