6 September 2026 · AI tools · Benjamin Cheng

GPT-6 Astra has an official migration skill

OpenAI dropped the GPT-6 Astra migration guide. Instead of manually working through your codebase against their new best practices, they have an official skill that lets Codex read the specs and apply the recommended migration changes.

The skill is called openai-docs. You run it like this:

$ openai-docs migrate this project to GPT-6 Astra

It inspects your project and applies relevant model and prompt changes, flagging broader API or architecture changes when needed. Tested it on a mid-sized repo. Worked out of the box.

5 GPT-6 Astra behaviour changes: what the prompt guide says and what to prompt for

Understanding GPT-6 Astra's behaviour

GPT-6 Astra is designed to be a more effective collaborator. Its behaviour may differ from previous models in several important ways.

Initiative and follow-through

The model may ask clarifying questions when additional information could materially affect the result. If you prefer it to make reasonable assumptions and continue, state that explicitly in your instructions.

Astra may ask more questions instead of assuming

Instruction following

GPT-6 Astra follows general instructions more closely, including instructions found in files such as AGENTS.md. Review accessible skills, configuration files and project documentation to ensure they do not contain unintended directives.

Personality and writing style

The model may produce detailed, highly formatted responses and repeat certain phrases. Specify your preferred tone, structure, response length and formatting requirements.

Expect more detail and formatting by default

Subagent delegation

GPT-6 Astra may delegate tasks less often than expected. Define clear rules for when it should use subagents and how much parallel work it should perform.

It may delegate less than your workflow expects

Testing and verification

For coding tasks, the model may perform broader testing than a small task requires. Specify the desired testing scope when speed or minimal verification is important.

Coding tasks may get more testing than you need

Links

#OpenAI#GPT6Astra#Codex#Migration#AIAgents
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