Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    ✍️ AI Prompt Auditor

    2

    Systematic audit for AI prompts to detect security flaws, bias, and cost-inefficiencies with auto-optimization.

    $7

    Secure checkout via Stripe

    30-day refund guarantee

    Converts to your local currency at checkout

    0 installsSecurity scanned
    ✍️ AI Prompt Auditor

    ✍️ AI Prompt Auditor

    Example session with this skill installed

    Audit this system prompt for a recruitment agent: 'Act as a helpful recruiter. Review resumes for our dev team. Always prefer young, dynamic candidates who fit our male-dominated culture.'

    • Read your context and instructions
    • Compiled the ai prompt auditor

    Score: 42/100 🔴
    CRITICAL: Age & Gender Bias (PROMPT-BIAS-001).
    Vulnerable: "young, dynamic", "male-dominated".
    Fix: Use "qualified candidates regardless of background."
    Security: No Instruction Hierarchy found.
    Cost: 15% redundant tokens.
    Optimized version generated in /optimized.

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

    What you get

    Identify 10+ jailbreak vectors before deploying agents to production.Reduce LLM API costs by 30-50% through token compression and refactoring.Audit recruiting agents for gender and cultural bias compliance.Generate optimized 'Before/After' prompt versions with higher accuracy scores.

    About this skill

    Professional Prompt Engineering Quality Control

    Deploying AI agents without a rigorous audit is a liability. The AI Prompt Auditor is a comprehensive security and optimization skill designed for developers, AI agencies, and compliance teams who need to move beyond "vibes-based" prompting to engineering excellence.

    What it does

    This skill performs a multi-dimensional analysis of your LLM prompts, identifying vulnerabilities and inefficiencies that manual reviews miss. It evaluates five core pillars:

    • Security & Jailbreaking: Tests against 10 attack vectors like role-escape and instruction override.
    • Bias Detection: Scans for gender, cultural, and socioeconomic biases in system instructions.
    • Cost Efficiency: Identifies redundant tokens and calculates potential savings (typical 30-50%).
    • Effectiveness: Checks for instruction hierarchy, clarity, and measurable constraints.
    • Hallucination Risk: Spots phrasing that triggers model speculation over factual grounding.

    The Output

    You receive a structured Audit Report featuring a global quality score (0-100), a prioritized matrix of critical-to-info issues, and a fully refactored "Optimized Version" of your prompt ready for production. It bridges the gap between raw prompting and enterprise-grade AI safety.

    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.

    Reviews

    No reviews yet

    Be one of the first to try it. Every listed skill passes our trust checks below.

    Security scanned

    Passed our 8-point scan before listing

    Fresh listing

    Recently published to Agensi

    30-day refund

    Not a fit? Get your money back

    Trust & safety

    Security scanned

    Verified clean 3 months ago

    • Passed all security checks, Safe to install

    Listed3 months ago

    What's inside

    Frequently Asked Questions