agentic-delta

Use when planning, prioritizing, maintaining project kanban state, walking the board, grooming backlog, persisting plans or theme principles, reporting work status, selecting next tasks by review-first and WSJF discipline, or coordinating delegated/background/parallel work as kanban lanes with WIP limits, backfill goals, readiness gates, explicit validation, and closure proof.

Use when the user asks to reflect over a timeframe (for example, "reflect on the last 2 days"). Analyze thread outcomes, project changes, failure patterns, useful signals, and convert lessons into skill/process updates plus a focused research backlog.

Use when the user asks to capture execution/feedback/checkpoint history for later reflection and method improvement. Maintains structured, rotated logs and dense-context aggregates for short retention windows.