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The kickoff dispatches a cheap model to rank the backlog, and the lore then made the orchestrator re-derive its mechanical claims (deps, milestone tiering, priority order, in-progress state) because a small model kept getting them wrong. This pays that tax down: the mechanical checks are now CODE — GET /dependencies exclusion, LOCAL .milestone.state/review/priority tiering (never the no-op ?milestones= filter), (tier,priority,issue#) ordering, in-progress/parked/PR exclusion — leaving only two JUDGMENT flags (CLAIM?, UMBRELLA?) for a human/model to resolve. - scripts/select-queue.sh: fail-open on no-creds/unreachable; ~1.3s; shellcheck clean; UMBRELLA? computed in the jq pass (no per-candidate body fetch). - handoff kickoff: run the script FIRST; trust its deps/tiering/ordering, recheck only flags. - handoff lore: the three 'cheap selector unreliable → re-derive by hand' bullets kept as the EVIDENCE for why the script exists; the prescription is redirected to 'run the script'. Operator-requested this session: 'rather than have the lore make us redo the selector's work, improve the selector.' Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>