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    🔳 QR Payload Auditor

    by JustHandled Labs

    1

    It performs a deep static analysis of decoded QR text payloads to identify high-risk elements that are often overlooked by standard scanners.

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    See it in action

    You say

    Audit this QR payload I'm planning to use on our conference badges: "https://bit.ly/3xJ8kL2"

    Your agent does

    QR Audit Report

    Findings:

    • [HIGH] RULE_URL_SHORTENER: "bit.ly" detected. Risk: Hides destination and depends on third-party uptime.
    • [INFO] RULE_ABS_URL: URL is absolute.

    Remediation: Replace bit.ly with a branded, absolute URL (e.g., https://site.com/event).

    What you get

    Scan marketing QR payloads for risky shorteners before bulk printingDetect exposed credentials or hidden trackers in QR text dataVerify QR URI schemes are safe and follow absolute path standardsAutomate batch audits of promotional URLs for technical compliance

    About this skill

    What it does

    The QR Payload Auditor is a specialized security tool for developers and marketing teams who need to verify the integrity of QR code content before it is printed on physical assets. It performs a deep static analysis of decoded QR text payloads to identify high-risk elements that are often overlooked by standard scanners.

    Why use this skill

    While most tools focus on decoding the image, this skill focuses on the logic and security of the payload itself. It identifies "broken" architecture in QR data, such as non-absolute URLs that won't resolve, exposed credentials, unsafe URI schemes, and the use of URL shorteners that hide the final destination—a common red flag in security audits. Using this skill is significantly more reliable than manual inspection because it runs your payload against a standardized checklist and a database of known URL shortener patterns.

    Supported tools

    The skill utilizes a localized Python-based scanning engine, a JSON-based database of high-risk URL patterns, and a comprehensive remediation library. It integrates seamlessly into CLI workflows via stdin or text file batch processing.

    Output

    You receive a detailed audit report including a severity-ranked list of findings with specific rule IDs, precise evidence from the payload, actionable remediation snippets, and a clear breakdown of scanning limitations to ensure full transparency.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    Creator

    JustHandled Labs builds focused agent skills for the work nobody wants to do by hand. Each one is a single repeatable job done well: catching the security and data mistakes that quietly ship, keeping docs and tests honest, gating the commands an agent is about to run, sharpening writing, and handling the founder chores around launches, outreach, and brand setup. Not generic AI productivity. Specific workflows that are easy to run, review, and repeat. Maintained by H.J. Westerfield, with a background in communications, editing, project coordination, customer support, and practical AI systems. Tools for people who want useful automation without theatrical complexity.

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