A classifier refusal returned before the `onTurnError` hook that owns
model fallback, so `AdvisorRuntime` treated one provider's policy verdict
as terminal: `Refusal (cyber)` on the advisor model disabled the advisor
outright even with a fallback chain configured. Its only recovery was
stripping echoed primary reasoning and resending once, which does nothing
for a refusal about the content itself.
Route a refusal that outlives the strip through the same hook the generic
failure path uses, mirroring its epoch guard, session-transition requeue,
and requeue-on-recovery. The cascade walks the chain to exhaustion and
only reports the advisor unavailable once the host runs out of candidates,
matching what turn-recovery already allows for the primary.
Each cascade visits a model at most once. A switch re-arms
`#includeThinking` through `#syncModelIdentity`, so chain keys that point
back at each other (A to B, B to A) would otherwise strip-and-resend
against the same pair forever. A successful turn or a reset starts a
fresh walk.
Also stop `/advisor status` throwing when a live advisor has no roster
entry: `formatAdvisorStatus` guarded only the inactive case before
dereferencing `stats.advisors[0]`, and `#ensureAdvisors` clears
`#advisorStatuses` before repopulating it, so a status call landing in
that window hit `undefined.contextWindow`.
Mantas Vidutis
6e32705e71