Prompt Leakage Auditor

    2

    Detect and fix reverse-engineering risks in your prompt and digital product listings.

    $6.99

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    Works with the AI Agents you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    prompt-leakage-auditor

    Example session with this skill installed

    Audit my listing for a "SaaS Copywriting Framework." I included a step-by-step breakdown: "Step 1: Analyze pain points. Step 2: Use the PASO formula. Step 3: Apply these 5 specific triggers..."

    • Read your context and instructions
    • Compiled the prompt-leakage-auditor

    Prompt Leakage Audit

    Reverse-Engineering Risk Score: 8/10 (High Risk)

    Leakage Type: Step-by-Step Method Leak.
    Your listing teaches the buyer the exact sequence. By naming the "PASO formula" and listing the "5 specific triggers," a user can recreate your results without purchasing. Change these to "Proprietary triggers" in the public text.

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

    About this skill

    The problem

    Sharing too much detail in your marketplace listing creates a commercial risk. If you reveal your specific prompt structure, modifiers, or logic, competitors and customers can recreate your product for free without clicking buy.

    What it does

    • Analyzes product titles, descriptions, and example outputs for structural and vocabulary leaks.
    • Calculates a Reverse-Engineering Risk Score to quantify how easily your prompt could be stolen.
    • Identifies "Safe Tease" content that builds buyer trust versus "Method Leaks" that expose your engine.
    • Provides a concrete Repair Mode to rewrite sales copy and FAQ sections for better protection.

    Why this beats prompting it yourself

    General LLMs prioritize helpfulness and will often explain your entire method to a user if asked. This skill is hardcoded with counterintelligence logic specifically designed to find the line between proving value and teaching the method, ensuring your intellectual property remains a black box.

    Use cases

    • Auditing a PromptBase or Gumroad listing before it goes live.
    • Reviewing AI image prompt samples to ensure the style stack isn't fully exposed.
    • Modifying a "How it works" section to sell results instead of instructions.
    • Creating a preview strategy that shows high-quality outcomes without revealing the prompt chain.

    Known limitations

    This tool evaluates commercial leakage risk, not the underlying quality or effectiveness of the prompt itself.

    • Audits commercial leakage risk, not prompt quality.
    • Cannot prevent leaks if user bypasses audit.
    • Risk scores are heuristic, not absolute.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    Listed4 months ago

    What's inside

    Frequently Asked Questions

    The auditor analyzes your public-facing sales copy, titles, and sample outputs to identify specific keywords and structural patterns that would allow a competitor to reverse-engineer your prompt logic.

    Yes, once a leak is detected, the 'Repair Mode' provides rewritten suggestions for your product descriptions and FAQs that demonstrate value while obscuring your internal prompt modifiers.

    This skill is platform-agnostic; it is designed to audit text intended for any digital marketplace like PromptBase, Gumroad, or custom AI agent storefronts.

    This skill focuses specifically on 'Commercial Leakage'—the risk of someone stealing your logic from your marketing materials—rather than technical 'Prompt Injection' attacks on the LLM itself.

    Each purchase includes full access to the prompt-leakage-auditor skill, including the Risk Score calculator and the Repair Mode rewriting interface for optimizing your listings.

    New in E-commerce