GitHub says agents should learn team preferences, repository conventions, skills and custom instructions

GitHub published a changelog post on October 28, 2026 titled "GitHub intelligence puts your code, context, and history to work." The post argues that agents should understand more than your codebase: they should understand how your team works.

According to the post summary, a team's preferences, repository conventions, skills, and custom instructions guide how changes should be made.

What GitHub states

• Agents should understand how a team works, not only the code in a repository.
• Preferences, repository conventions, skills, and custom instructions guide how changes should be made.

The summary of the post cuts off mid-sentence while discussing code, so further details are not available here.

Details not yet available

Pricing, availability, supported models, and plan eligibility have not been stated in the summary. The original post is on the GitHub Blog changelog: https://github.blog/changelog/2026-10-28-github-intelligence-puts-your-code-context-and-history-to-work

What this means

GitHub frames agent quality as dependent on team-specific context, including conventions, skills, and custom instructions, as well as on the code itself. The post's title also points to repository history as an input alongside code and context.