reviewed-learning-inbox

Runs an on-demand, project-scoped review queue for reusable lessons taken from explicitly selected local artifacts. Records a candidate with a stable identifier, a sanitized summary, evidence locators with content identity, and separated observations, interpretations, and contradictory evidence. It deduplicates equivalents, retains rejections and supersessions, and promotes a lesson into an existing Skill or Instruction only after a human approves a concrete preview. A candidate never loads automatically and never changes agent behavior on its own. USE FOR: capture a lesson from a correction or a resolved failure, review or discard captured candidates, propose an improvement to an existing Skill or Instruction, preview and approve a promotion. DO NOT USE FOR: initializing or curating the Memory Bank base (use memory-bank), authoring a Skill from scratch (use skill-creator), usage telemetry, health dashboards, cross-project learning, or sweeping transcripts and other repositories.

Compatibility

Windows PowerShell 5.1 or PowerShell 7 or later. No external module. The project needs an existing .memory-bank directory.