Use when preserving Focusa cognitive state, resuming after compaction/model switch/context overflow, linking evidence to Workpoints, using Focus State, work-loop, lineage/tree, metacognition, state-hygiene, or diagnosing Focusa tool readiness.
Use when Focusa is offline, degraded, stale, writer-conflicted, non-canonical, or tools return pending/blocked results that need recovery.
Use when preserving Focusa cognitive state, resuming after compaction/model switch/context overflow, linking evidence to Workpoints, using Focus State, work-loop, lineage/tree, metacognition, state-hygiene, or diagnosing Focusa tool readiness.
Use when preserving or recovering Focusa Workpoint continuity: checkpoint/resume after compaction, link evidence, resolve active objects, or run drift-safe handoffs.
Use when recording, evaluating, or interpreting Focusa predictions, risk forecasts, calibration stats, or predictive next-action guidance.
Use when operating Focusa through direct CLI or HTTP API: health checks, release proof, endpoint troubleshooting, parity checks, or daemon verification.
Use when updating Focusa public docs, skills, evidence files, README links, version snapshot language, or release-proof documentation.
Use when capturing reusable learning, retrieving prior lessons, reflecting on outcomes, planning adjustments, evaluating improvements, or diagnosing metacog quality.