Deterministic layer: audit/bin/audit-stats (Ruby) composes the existing
extract fact-sheets across all production transcripts since the last
run, writes per-run stats/flags/sheets to
~/.local/state/os-orchestration/audit/, and appends the metrics.tsv
trend ledger (seeded with the 2026-07-10 run: 23 sessions).
Judgment layer: new /os-orchestration:audit-sessions skill — sonnet
auditor fan-out over precomputed flagged regions only, tiered
synthesis with run-over-run trend verdicts, stops before any wording
edit. Nudge: os-status check orchestration-audit-due warns when the
ledger is >=14 days stale (missing ledger = machine not opted in).
Planka recurrence entry deferred: gem offsets are +1y/+6m/+3m/+1m by
design; +2w blocked on parked gem versioning decisions.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01XknQRvihHDpYE47RTmUR4N
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