The sum of what you save.

If this cohort is later promoted from frontier evidence into a real route, benchmark the exact listening, acknowledgement, and computer-use path on a maintained desktop-agent codebase with frozen capability-state UI, latency receipts, and fallback boundaries instead of inheriting these point fixes by analogy.

If this line of work is later promoted out of frontier/watch status, benchmark the exact wake, follow-up, microphone-toggle, and visible-state path on a maintained desktop-agent codebase with frozen latency receipts and control-surface proofs instead of inheriting these point fixes by analogy.

Before promoting these control-plane and continuity lessons beyond proposal-only evidence, run one auth-backed production proof and one real-provider smoke path where configured credentials, runtime edits, reconcile, and terminal status receipts are exercised end to end; local dev-auth and configuration audits are not substitutes.

Before promoting this route beyond proposal-only workflow refinement, inspect the actual Jarvis/Jarhead checkout, live desktop captures, wake-word corpus, and full-loop receipts so the local voice stack recommendation is anchored in repo artifacts rather than transcript claims alone.

If Kevin later promotes this route beyond frontier/watch, freeze a maintained desktop-agent build and benchmark cold start, restart, first-audio latency, voice-created automation delivery, and all three macOS grant paths with the same bundle identity.