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ADR-058 defines the RVFA (RuVector Format Appliance) — a single .rvf file containing Linux kernel, Node.js, Claude Code, Ruflo, ruvLLM (from RuVector), and a 35-category verification suite (127 checks). Three profiles: offline (4GB, air-gapped), hybrid (2GB), cloud (60MB). ruvLLM extends @ruvector/core with on-device GGUF inference. scripts/verify-appliance.sh runs all 35 categories (113 critical checks, 10 non-critical warnings, 4 skipped) — verified in Docker. Co-Authored-By: claude-flow <ruv@ruv.net>