fix: persist budget-exhaustion escalation and blocked next step #157
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Delete branch "fix/nudge-budget-stall-repair"
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Small standalone repair. Preserves blocked next, persists one deduplicated chat-attention notice and reconciles it after restart. No budget reset, observer integration or replay.
Exact formal ReviewService approval: fingerprint 5ae84f49766e053a7883d8a9bdaae9d28f7893480bba774f41cf984f94b88aef, dedicated execution, findings []. Exact assertAllowed passed. 59 relevant tests/probes green; typecheck/build passed. Full suite has two reproduced baseline failures; no full-suite PASS claimed. Optional P2 fault-injection coverage deferred.