Sophia

Sophia is a developer tool that sits between your idea and finished code, requiring AI agents to declare their intent, scope boundaries, and success criteria before making changes. It works as an agent skill compatible with Claude Code, Cursor, and OpenClaw, enforcing contracts through a local CLI, CI merge gates, and audit trails.

Instead of reviewing massive diffs after the fact, developers approve a structured plan upfront. Sophia validates that code changes stay within declared scope, blocks drift violations, and maintains a deterministic record of what changed and why. The tool addresses the problem that AI writes code faster than humans can meaningfully review it.