clarilayer

ClariLayer acts as a durable, reconciled context layer for individual analysts, enabling AI agents like Claude Code or Cursor to remember data definitions and corrections across sessions. It prevents agents from making the same data mistakes repeatedly by grounding definitions against real warehouse results.

clarilayer is currently grouped under Memory & Context, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward Recall relevant context for AI agents. and Prevent AI agents from repeating data mistakes across sessions.. The listed license is NOASSERTION, which is useful when adoption constraints matter. It also shows measurable community traction with 92 GitHub stars.