Clawsmith turns ecosystem demand into an agent-executable product brief. It scans 12+ OpenClaw data sources, ranks opportunities by a Virality Score built from real engagement, shows the source posts and leads behind each signal, then sends the whole brief into Claude Code, OpenClaw, or Codex via MCP. Not idea generation. Verified demand to build-ready spec.