The prompt reads one named reviewer's comments across the last fifty pull requests in every repo and ranks what they keep flagging. What ends up in AGENTS.md is what a team has already been asked for repeatedly, rather than a style guide somebody wrote once and nobody reads.
Vox
As soon as you get Astra, run this in Codex:
“Use gh to scan the 50 most recent PRs in each GitHub repo under [CODE DIRECTORY]. Find the issues [REVIEWER GITHUB USERNAME] keeps flagging. Rank them by frequency and link the relevant PRs. Wait for my approval, then add only the rules I choose to ~/.codex/AGENTS.md.”
Codex reads ~/.codex/AGENTS.md at the start of every run, so those rules no longer depend on the reviewer repeating them.
Vaibhav Srivastav is at OpenAI, and was at Hugging Face before that, so this is written from inside the team that shipped the model. The five lines in the middle are the part to keep: what to change in your own prompts and AGENTS.md now that Astra follows instructions more closely than the model before it.
Vaibhav (VB) Srivastav
3h
GPT-6 Astra is now available to all Pro, Enterprise and Business Premium users in ChatGPT Work and Codex. It’s also live in the API.
It's a phenomenal model and I love every second working with it!
Astra follows instructions more closely, so revisit your prompts and skills:
> Make “can you…” mean “do it”: finish authorised work and prepare a reviewable result before seeking approval.
> Audit AGENTS.md and skills. Ask it to identify the exact file and rule blocking progress. Prioritise your request over skill guidelines.
> Specify short paragraphs, plain language and phrases to avoid.
> Ask for subagents on independent work when it improves speed or quality.
> Run relevant checks. Repeat or expand only for changes, failures or unresolved concerns.
To push it to it's limits, I gave it a prompt to build a real-scale video fly through of nürburguring track in blender and it did not disappoint!
Enjoy! ✨
Miguel Ángel is a product engineer at HeyGen, and HyperFrames is HeyGen's own product, so this is the model being used on the thing he builds all day.
Miguel Ángel
3h
Astra is too good making @HyperFrames_ videos!
Shikhar
3h
Astra is so cracked at Blender.
You can literally one-shot game assets with it.
