Evidence and limits
Evidence Note: Local-first, on-device multi-agent framework with eight built-in agents, an orchestrator for automatic tool selection, a cross-agent skills catalog following the agentskills.io standard, and a learning loop over local trace data that treats energy/FLOPs/latency/dollar cost as first-class evaluation constraints.
Last reviewed: 2026-08-29
What was reviewed: README reviewed only; no runtime test recorded
Source and review details
Snapshot Date: 2026-08-29
Snapshot Commit: 57eea1d5b958c9b1d4b7fe65e4ba970b6a0edb3b