Use case
A developer using Claude Code, Codex, OpenCode and Cursor together, when switching tools on the same codebase, opens this macOS workspace so the assistants share one local knowledge graph instead of re-explaining the project each time.
Developers currently maintain separate config files, CLAUDE.md-style notes or manually paste project background in each tool.
Each assistant keeps its own context, so switching tools means re-explaining the project and conclusions cannot be reused; the public material only describes the shared knowledge graph capability, with no user complaints or cases quantifying the cost of re-explaining.
xOcto's call
Demand is evidenced
Trend: developers now run several coding assistants at once, and split context has become a new friction point. Entry: target teams maintaining multiple assistant setups, selling cross-tool local context and permission management rather than another assistant; pricing is undisclosed and not assumed.
Reason to use it
Why users would choose it
Inference: instead of each assistant holding its own context, it keeps one local knowledge graph shared across assistants, removing the step of re-explaining the project when switching tools, so developers running several coding assistants would choose it for cross-tool work; but the repo only shows stars, with no retention or sustained team-use evidence.
Where the easy answer breaks down
The tension worth following
An English validation note will follow from the public evidence.
If this is your job
Worth trying. Inference: instead of each assistant holding its own context, it keeps one local knowledge graph shared across assistants, removing the step of re-explaining the project when switching tools, so developers running several coding assistants would choose it for cross-tool work; but the repo only shows stars, with no retention or sustained team-use evidence.
Entry and what to borrow
Trend: developers now run several coding assistants at once, and split context has become a new friction point. Entry: target teams maintaining multiple assistant setups, selling cross-tool local context and permission management rather than another assistant; pricing is undisclosed and not assumed.