reflect

Session analysis for workflow improvements scans recent activity, cost logs, and proposals to detect recurring patterns. It synthesizes these observations into structured, operator-actionable recommendations for review and approval.

Session analysis helps optimize decision processes by identifying recurring issues across hermit sessions using system state and history. It surfaces actionable changes and logs progress to tighten workflows.

Generate structured improvement proposals from cost logs by using pattern detection to convert observations into operator-actionable recommendations. Context-aware gating ensures findings are reviewed and logged appropriately.

Yes, you can use hermit session history and system state for context-aware gating to determine when and how findings are surfaced. This ensures outputs align with operator review by producing structured findings and a progress log.

Relying on pattern detection for workflow optimization is limited by the scope of recent work, cost logs, and proposals. It requires operator review to approve changes, meaning it surfaces recommendations rather than automatically applying them.