AI & Agents
Cursor Forum · 2026-05-06
How are teams sharing context across Claude Code, Codex and Cursor?
团队同时在用 Claude Code / Codex / Cursor,上下文怎么共享?
At a glance · 30-second read
- WhoCursor Forum · 2026-05-06 · 59 replies
- The askHow are teams sharing context across Claude Code, Codex and Cursor?
- The openingA shared AI context layer: rules, decision logs and reusable prompts synced across tools.
What was actually said
“Claude Code, Codex, Cursor, Windsurf all seem to have slightly different ways of handling project context, rules, memories and session history.”
— Cursor Forum · 2026-05-06 · forum.cursor.com/t/how-are-people-handling-context-a…
Background and pain
The pain
Key decisions live inside each person's private chat; handover means re-explaining everything to another AI.
A buildable angle
The opening
A shared AI context layer: rules, decision logs and reusable prompts synced across tools.
How to validate it
- Read the whole thread and note the recurring scenarios — repetition is the density of the need.
- Search existing tools around "team / context" and check which single step they actually cover.
- Put up a one-line landing page, share it back to Cursor Forum, and see whether anyone asks about pricing.
Existing options
Cursor Rules, CLAUDE.md, Memory Bank 类方案
More threads on this pain
- Turn 'correcting my AI coding agent' into a reusable skill libraryHacker News · 2026-10-13
- Hand-written Postman regression suites can't keep up with API changesStack Exchange · 2026-10-13
- Paid plans still hit limits: want a VS Code AI assistant without strict usage capsStack Exchange · 2026-07-13
- Switching coding agents means re-explaining your project from scratch every timeHacker News · 2026-10-21
- APIs have Swagger; databases need the same — schema as a tracked file with nice docsStack Exchange · 2025-08-18