AI verifies it's own work smartly

    by Aman Garg

    2

    Cuts the back-and-forth in half. 12 rules that stop your AI from rushing, guessing, and making you repeat yourself.

    $5

    · or 25 credits

    30-day refund guarantee

    Secure checkout via Stripe

    0 installsNo reviews yet

    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurf+15 more

    About this skill

    If you've ever had your AI say "fixed!" only to find it broke something else, or watched it try the same failed approach four times in a row, this skill exists because of those moments. Measure Twice is a set of 12 rules, each one written after a specific real mistake. It changes how your agent approaches every task: read the file before editing it, quote the user's exact words instead of summarizing, check that a fix actually worked before moving on. What it prevents Jumping straight to code without reading the relevant files first. Paraphrasing your request and losing the specific detail that mattered. Claiming something is done without verifying it. Editing a file without reading its current contents. Trying the same broken fix with slightly different values. Putting changes in the wrong file or scope. Breaking nearby code while fixing something else. Forgetting what you originally asked after a few back and forths. How it actually works The agent follows a simple loop: quote your words exactly, read the current state, write one sentence about what needs to change ("Currently X, want Y, changing Z"), then implement. After the change, it re-reads the file and checks that it matches what you asked for instead of just assuming it worked. Every rule here came from a real session where something went wrong. Nothing theoretical.

    Details

    How to install

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

    Reviews

    No reviews yet - be the first to share your experience.

    Only users who have downloaded or purchased this skill can leave a review.

    Security Scanned

    Passed automated security review

    Permissions

    No special permissions declared or detected

    Creator

    Tampa FL based AI Entrepreneur

    Frequently Asked Questions

    Browse More Skills