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    agent-permission-boundary-audit

    by Roy Yuen

    Automated governance and risk audit for AI agent tool permissions and authentication boundaries.

    Updated Apr 2026
    Security scanned
    One-time purchase

    $5

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    Included in download

    • Identify over-privileged tools and risky credential models in agent pilots.
    • Generate compliance-ready Markdown and JSON audit reports for stakeholders.
    • Includes example output and usage patterns
    • Instant install
    • One-time purchase

    See it in action

    Finding: Over-broad scope in 'SupportAgent'
    Tool: 'db_delete'
    Risk: High - No human-in-the-loop approval found in policy.md for destructive actions.
    Hardening: Implement a mandatory approval gate for the 'delete' scope in connector-config.json.

    About This Skill

    What it does

    This skill provides a comprehensive security and governance audit for AI agent systems. It analyzes tool inventories, authentication models, connector scopes, and execution logs to identify over-privileged tools and risky permission combinations.

    Why use this skill

    Manual security reviews for LLM agents are prone to oversight, especially when tracking complex tool-calling boundaries. This skill automates the detection of "Shadow AI" risks and governance gaps by mapping your agent's actual capabilities against your defined security policies. It goes beyond simple prompting by cross-referencing multi-source evidence—including run logs and credential models—to ensure your safety guardrails are actually effective.

    Supported Tools

    The skill integrates with standard development environments using Python and PowerShell. It consumes JSON-based tool inventories, auth configurations, and policy documentation to generate machine-readable JSON audits and client-ready Markdown reports.

    The Output

    You receive a detailed privilege matrix and structured hardening plan. Findings are categorized by severity and tied directly to specific tool metadata or policy violations, providing a clear roadmap for securing your agent pilots.

    Use Cases

    • Identify over-privileged tools and risky credential models in agent pilots.
    • Generate compliance-ready Markdown and JSON audit reports for stakeholders.
    • Map agent tool capabilities against corporate security policy documentation.
    • Detect missing human-in-the-loop escalation paths for sensitive actions.

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    Security Scanned

    Passed automated security review

    Permissions

    No special permissions declared or detected

    Tags

    security
    governance
    audit
    devops
    ai-safety

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