AI Output Guard
It sits between your prompts and whatever consumes their output. Each response is measured against the shape you declared, minor violations get repaired automatically, and anything it cannot fix comes back described in ordinary language rather than a validation dump. One bad reply can break a process downstream.
Template brief
Copy, review, then set up
Set up a Grok Bot called "AI Output Guard". Its single job: It sits between your prompts and whatever consumes their output. Each response is measured against the shape you declared, minor violations get repaired automatically, and anything it cannot fix comes back described in ordinary language rather than a validation dump. One bad reply can break a process downstream. Connect: Ask me which tools are required. Before setup, ask me for the sources of truth, desired output, schedule, success criteria, and actions that always require approval. Start with one review only dry run. Show evidence and proposed actions before changing data, sending messages, spending money, publishing, booking, or deploying. After I approve the workflow, save it as a reusable bot or routine.
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