Harness Engineering 1

    by Roy Yuen

    2

    Design, debug, and harden AI control loops with explicit contracts and automated verification harnesses.

    $8

    · or 40 credits

    30-day refund guarantee

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    Works with the AI tools you already use

    CCCGGVW

    About this skill

    Advanced AI Control and Testing Framework

    The Harness Engineering skill provides a professional-grade toolkit for developers building agentic workflows, LLM control loops, and autonomous systems. It solves the "black box" problem by implementing explicit execution contracts, multi-role orchestration (Planner/Executor/Verifier), and rigorous regression testing pipelines.

    What it does

    This skill transforms a standard AI agent into a precision engineering tool capable of:

    • Defining Control Contracts: Locking down input/output invariants and authority boundaries before execution starts.
    • Multi-Pass Orchestration: Managing complex Plan-Execute-Verify-Recover loops with stateful memory and tool budgets.
    • Automated Verification: Using a dedicated CLI to run golden fixtures, replay traces, and inject adversarial tests.
    • Evidence-Backed Reporting: Generating structured reports categorized by "Verified," "Inferred," or "Unknown" confidence levels.

    Why use this skill?

    Prompting an AI is easy; keeping it on the rails in production is hard. This skill provides a structured CLI companion and a set of Validation Ladders that ensure your agent doesn't skip safety gates or hallucinate success. It’s built for developers who need to harden their agent orchestration against edge cases and state drift.

    Supported Workflows

    Supports sophisticated agent patterns including deep reasoning loops, safety gates, trace capture for debugging, and automated scorecard generation for AI performance benchmarking.

    The zip bundle included harness-engineering CLI
    ai-agents
    llm-ops
    orchestration
    reliability

    Details

    How to install

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

    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell
    Read Files
    Write Files

    Allowed Hosts

    registry.npmjs.org

    File Scopes

    harness-engineering-bundle2/**

    Creator

    Roy Yuen

    Frequently Asked Questions

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