reflect

To persist agent learning context across multiple sessions, record mistakes, corrections, and insights to a structured YAML log stored in the `.agents-stack/learnings/` directory for later recall.

Maintain an audit trail of agent behavior by logging QA findings and iterative improvements into structured YAML frontmatter entries, ensuring consistent processing and cross-session recall.

Record and recall past learnings on demand by saying "remember this mistake" to log an entry, and "recall" to surface relevant historical insights filtered by type or keywords.

Yes, this cross-session logging approach requires a YAML frontmatter template for each entry to format structured notes and enforce read/write boundaries for consistent processing.

Yes, this approach applies directly to workflows requiring iterative improvements, capturing what happened, why, and how to prevent recurrence across multiple sessions.