CyrilXBT|Sep 18, 2026 10:32
This is unbelievable 🤯
openai's own prompting guide for astra has a structure most people have never read. goal, context, instruction priority, autonomy, tools and delegation, output, verification, stop condition.
most prompts only need a few of these, but almost nobody knows the full framework exists.
the actual shift worth understanding: astra inverts the entire agent-safety problem the industry spent the last year solving. every convention built to stop a model from running too far now blocks a model that stops too early instead.
full masterclass below, built entirely from openai's own documentation.
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