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analyze-agent-loop

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Trace and map the execution cycle of AI agents and complex systems.

Software Engineering#AI analysis#state machine#agent loop#execution cycle#complex system
Authorquangphu1912
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps users trace the execution cycle of AI agents and complex systems, identifying turn loops, state transitions, and tool continuations to understand how systems process requests.

Core Features & Use Cases

  • Turn Loop Tracing: Identify the turn loop and state machine patterns in an agent's execution cycle.
  • State Machine Decomposition: Break down the agent loop into discrete states and map transitions.
  • Tool Continuation Patterns: Detect when the system calls another tool after receiving output.
  • Termination Analysis: Determine termination conditions and causes of infinite loops.
  • Use Case: Analyze a chatbot's agent loop to understand how it processes user messages and generates responses.

Quick Start

Analyze the agent loop for the chatbot system by running the 'analyze-agent-loop' skill.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: analyze-agent-loop
Download link: https://github.com/quangphu1912/codebase-analyzer/archive/main.zip#analyze-agent-loop

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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