Carry usage freshness into notification observations so current service status can still be processed without clearing or priming quota, pace, and reset baselines from obsolete measurements in a successful CLI response. Add failing-then-passing regressions for repeated warnings, missed resets, first observations, and live incident handling through the real cache adapter. Documentation impact: update the data freshness and development guides and Unreleased changelog. TODO's CLI/parity inventory and configuration, metadata, translations, and README behavior summaries remain unchanged.
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