ASK OR ACT
A useful autonomous system should neither ask about everything nor guess through meaningful ambiguity. Monkdroid treats uncertainty as information and returns only the smallest human decision needed to restore coherence.
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RETURN THE WHEEL
Mature autonomy is not only the ability to take over operational work. Monkdroid treats handoff as a core capability: returning human authority early enough, with context preserved and without returning unnecessary burden.
AUTONOMY BREATHES
Monkdroid treats autonomy as a dynamic operating envelope rather than a fixed level. It expands when context, capability and boundaries are coherent, and contracts when uncertainty rises.
FAIL USEFULLY
Failure should change capability, not destroy coherence. Monkdroid treats degradation as a real operating state: detect the fault, recalculate capability and authority, preserve useful functions and maintain a path to recovery.