Multi-Project Awareness
The dashboard expanded from single-project to cross-project intelligence. Each agent project (motivka, imouto, encyclopedia-brown) exposes a GET /api/plans endpoint returning structured plan data. An aggregation service calls all registered agents, merges results, and handles failures gracefully with filesystem fallback for serverless projects.
Combined Views
The /plans page shows PRDs across all projects with filter panels (project, status, type), sort controls (recently modified, created date), and activity signals (active, stalled, backlog, complete, dormant). Per-project health cards sit at the top.
MCP Tools
Three MCP tools expose plan data to Claude conversations, enabling natural-language queries like "what's the status of imouto?" from any project context.