AI Agent Reliability & Security Auditor

    1

    Audits AI Agent Skills for reliability, security, decision logic, verification, failure handling, and deployment readiness before release.

    $5

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    Converts to your local currency at checkout

    4 installsSecurity scanned

    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+22 more

    AI Agent Reliability & Security Auditor

    Example session with this skill installed

    Perform a Standard Audit on this Skill package. It uses a custom Python tool to modify database records based on user email requests. File: SKILL.md attached.

    • Read your context and instructions
    • Compiled the ai agent reliability
    • Generated the document

    Audit complete for 'DB-Modifier-Agent'. The audit identified significant risks regarding destructive actions and input verification.

    Executive Result

    Overall Score: 58/100
    Deployment Recommendation: DO NOT DEPLOY

    12-Gate Scorecard

    GateScoreStatus
    Gate 1: Trigger4/5PASS
    Gate 2: Input2/5FAIL
    Gate 7: Tool Policy1/5FAIL
    Gate 8: Security1/5FAIL
    Gate 9: Failure Handling3/5BORDERLINE

    Critical Findings

    ID: SEC-01
    Gate: Gate 8 (Security)
    Severity: Critical
    Evidence: Skill allows direct DB modification based on unverified email strings.
    Risk: SQL injection or unauthorized record deletion via spoofed email content.
    Required Fix: Implement a strict schema validator and a mandatory human-in-the-loop approval step for all UPDATE or DELETE actions.
    Retest: Submit a malformed SQL string in the email field and verify the agent rejects it.

    Decision Logic Review

    The skill lacks a confidence check when mapping natural language to database fields. It defaults to 'Update' without confirming record identity, leading to high risk of collateral data loss.

    Next steps

    1. Implement the required human-in-the-loop approval gate for destructive tools.
    2. Add a verification step to cross-reference email handles against an authorized user list.
    3. Resubmit for a Deep Audit once schema validation is integrated.

    ai-agent-reliability-security-auditor.pdf

    PDF · document

    Generated

    Example file from a real run - the skill writes it into your workspace.

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

    What you get

    Validate agent triggers to prevent accidental activation in production.Audit tool permissions to ensure least-privilege access for autonomous agents.Test failure handling logic to prevent silent errors and data corruption.Identify missing verification steps in complex multi-step agent workflows.

    About this skill

    AI Agent Reliability & Security Auditor is a pre-deployment quality and security review system for AI Agent Skills.

    It analyzes a Skill package as an untrusted artifact and evaluates whether its instructions, workflow, decision rules, permissions, action boundaries, failure handling, verification, and quality controls are sufficiently defined for reliable use.

    The audit uses a structured 12-Gate Reliability Audit covering Trigger, Input, Scope, Expertise, Workflow, Decision Logic, Tool & Action Policy, Security, Failure Handling, Verification, Quality Control, and Deployment Readiness.

    It identifies concrete weaknesses, explains their potential impact, assigns severity, distinguishes genuine security concerns from scanner-sensitive wording, and provides actionable remediation and retest criteria.

    Use it before publishing an Agent Skill, deploying an internal Skill, or releasing a Skill to customers.

    It is designed for Skill authors, AI developers, automation builders, agencies, and teams that need a systematic second layer of review before deployment.

    The Skill performs static analysis of supplied materials. It does not provide penetration testing, formal security certification, legal certification, or a guarantee of production security.

    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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    Security scanned

    Passed our 8-point scan before listing

    4 installs

    Downloaded by developers to date

    30-day refund

    Not a fit? Get your money back

    Trust & safety

    Security scanned

    Verified clean 28 days ago

    • Passed all security checks, Safe to install

    Listed28 days ago
    Updated8 days ago

    What's inside

    Frequently Asked Questions