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    Shift Left

    by Matthew King

    2

    Risk analysis reporting and software test prioritisation

    $5

    · or 25 credits

    30-day refund guarantee

    Secure checkout via Stripe

    About this skill

    What it does

    Shift Left transforms your AI agent into a Senior QA and Test Automation Engineer. Instead of generating generic testing advice, it performs deep, repo-specific inspections to create risk-based quality strategies, test plans, and actionable test cases that actually match your codebase and tech stack.

    Why use this skill

    Most AI agents provide "textbook" QA answers that don't scale. Shift Left is designed for developer-first testing: it respects token limits by lazily loading resources, identifies your project archetype (SaaS, CLI, Mobile, etc.), and refuses to "hallucinate" tools you haven't installed. It bridges the gap between raw code and a professional quality roadmap, ensuring your testing effort is prioritized based on actual technical risk.

    Supported Deliverables

    • Quality Risk Strategies: High-level risk analysis reports focused on where your app is most likely to break.
    • Deep-Dive Test Plans: Specific guides for Unit, Integration, API, E2E, and Performance layers.
    • Targeted Bug Hunting: Context-aware exploration for regressions in specific commits or branches.
    • Automation Reviews: Audits of existing test suites for maintainability and coverage gaps.
    • Technical Templates: Professional bug reports and quality dashboards generated as clean HTML or Markdown.
    playwright
    qa
    qa-testing
    risk-based-testing
    test-automation
    test-consultant
    test-strategy
    testing

    Details

    How to install

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

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    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell
    Read Files
    Write Files
    Browser
    Network Access
    Environment Variables

    Allowed Hosts

    cdn.jsdelivr.net
    docs.realworld.show
    owasp.org

    File Scopes

    shift-left/**

    Creator

    Matthew King

    Building quality-driven AI solutions that streamline complex processes, improve decision-making, and deliver outcomes you can trust.

    Frequently Asked Questions

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