This pattern lets teams keep consistent operational memory even when different clients participate in the same workflow.
Design principles
- Use stable path conventions for shared state.
- Separate ephemeral scratch outputs from canonical memory files.
- Apply read/write scopes per client class.
Practical workflow
- Define canonical memory files under a shared namespace.
- Route client writes through explicit policy boundaries.
- Review diffs before promoting scratch state into canonical memory.
write_file(path="memory/notes/today.md", content="...")
list_versions(path="memory/notes/today.md")
get_diff(path="memory/notes/today.md", from_version="ver_prev", to_version="ver_new")
Coming soon: cross-client brain templates for engineering workflows.
