Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    🤖 AI Agent Auditor

    2

    Analyzes AI agents for performance, reliability, security, and optimization opportunities.

    $7

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    🤖 AI Agent Auditor

    🤖 AI Agent Auditor

    Example session with this skill installed

    Run an audit on our customer support agent directory. Include the cost logs and system prompts. We've been seeing high latency and some wrong pricing info in the responses.

    • Read your context and instructions
    • Compiled the ai agent auditor

    Audit Report: Support Agent v2.1

    Score: 64/100 (Needs Improvement)

    High Severity Issues:

    • AGENT-HALL-001: Pricing Hallucinations. RAG context is using outdated cache.
    • AGENT-COST-002: GPT-4o used for basic greetings.
      Action: Implement Semantic Caching and route simple queries to GPT-4o-mini.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Evaluate hallucination rates and factual consistency before go-live.Identify unused or redundant tools in your agentic workflows.Reduce API costs by up to 50% via model routing and caching audits.Generate executive-ready reports for client delivery milestones.Audit prompt chains for token efficiency and instruction leakage.

    About this skill

    Automated AI Agent Quality Assurance

    The AI Agent Auditor is a specialized diagnostic skill designed for developers, CTOs, and AI agencies who need to validate the production-readiness of their AI agents. While basic logging tells you when an agent fails, this skill investigates why by dissecting the underlying architecture, tool definitions, and prompt sequences.

    What it does

    • Architecture Analysis: Scans configurations for tool usage efficiency, dead-tool identification, and multi-agent topology.
    • Prompt Chain Auditing: Evaluates instruction coherence, redundancy, and context window optimization.
    • Hallucination Assessment: Maps factual error rates and identifying high-risk contexts for model fabrication.
    • Cost & Reliability Scoring: Analyzes token consumption and latency metrics to identify cost-saving opportunities through caching or model routing.

    Why use this skill?

    Prompting an AI is not enough for complex system audits. This skill provides a systematic framework—complete with specialized scoring algorithms and severity levels—to transform raw logs and configs into a professional audit report. It supports major frameworks like LangChain, AutoGen, and CrewAI, giving you a structured roadmap to move from 70% reliability to 99% production-grade stability.

    The Output

    You receive a comprehensive Audit Report featuring a performance score (0-100), categorized issue logs (Critical to Info), and a concrete remediation roadmap with estimated effort and potential ROI in cost savings.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Fresh listing

    Recently published to Agensi

    30-day refund

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    Trust & safety

    Security scanned

    Verified clean 3 months ago

    • Passed all security checks, Safe to install

    Listed3 months ago

    What's inside

    Frequently Asked Questions