AI Agent Pattern Verification: Loop & Tool Safety

AI Agent Pattern Verification: Loop & Tool Safety

AI Agent Pattern Verification: Loop & Tool Safety is a specialized skill for analyzing AI agent code to identify and mitigate common anti-patterns. This tool operates locally and focuses on ensuring loop safety, retry limits, tool consistency, context size, and graph cycle analysis in AI application workflows.

What this skill does

• Detects agent framework: Identifies the framework used by analyzing Python or TypeScript import statements and configuration files.
• Locates agent files: Prioritizes files such as workflow definitions, tool implementations, and state schemas for analysis.
• Verifies loop safety: Checks for patterns that could cause infinite loops.
• Analyzes retry limits: Ensures that retry mechanisms do not lead to runaway retries.
• Validates tool consistency: Confirms that tools used in the workflows are consistent with intended operations.
• Evaluates context size: Prevents context overflow by ensuring optimal context size.
• Analyzes graph cycles: Detects and addresses potential cycle issues within agent graphs.

Who it is for

This skill is intended for developers and engineering teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is specifically useful for those seeking to refine agent pattern reliability and prevent runtime issues in AI applications.

Use cases

• Detect infinite loop conditions during the development phase.
• Ensure retry mechanisms in AI workflows do not exceed set limits.
• Confirm the consistency and correctness of tool implementations in automated processes.
• Optimize context management to prevent overflows in long-running tasks.
• Analyze agent graphs to identify and resolve cyclic dependencies.

Technical details

The skill performs analysis by detecting frameworks such as LangGraph, CrewAI, AutoGen, LangChain, and custom implementations based on specific import patterns and configuration files. It examines priority files like graph.py, tools.py, and state.py for AI pattern verification checks.

For authorised security testing, defensive research and educational use only.

Source & Licence

This package is built on open-source work published by Aurite-ai (Aurite-ai/agent-verifier) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.