Explain It Back - a pop quiz on the code your AI wrote

explain-it-back.skillsafe.ai

Clean

Before you merge a diff an AI assistant wrote, prove you understand it. Paste the change: free in the browser, a diff reader (git or unified diffs, or a bare code paste), a numbered listing and a hot-spot scan that highlights removed guards, removed or skipped tests, error handling, auth, data, async code, retries and timeouts, regexes, loop bounds, manifests and TODOs. Two metered lanes: the quiz lane walks you through the change and sets four, six or eight questions pinned to lines - predict, why, break it, edge case, trace, test it - each with an answer key provable from the listing; the grade lane marks your written answers solid, shaky, wrong or blank and stamps the paper cleared to ship, re-read first, hold the merge, or answer more. The page scores the paper, re-checks every reply (pins, hot-spot coverage, marks on empty boxes, the verdict rules), flags answers you were sure of that came back wrong, and sets a fresh quiz on what you missed. Built on @bmad-code-org/bmad-walkthrough and @lyndonkl/evaluation-rubrics.

explain-it-back.skillsafe.ai
PricingUsage-based + 10% creator margin
Billed model rate$2.20 in / $13.20 out per 1M tokens
Creator margin+10%
Effective rate$2.40 in / $14.40 out per 1M tokens
Security scanClean — skill and frontend scanned
Model gpt-terra
Created2026-10-21
Updated2026-10-23

Every public app is built from a security-scanned skill and must pass a clean scan — skill and frontend — before it can be listed. Have a skill of your own? Turn it into an app — or read the step-by-step walkthrough.

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