Learning Aggregator

Reads accumulated .learnings/ files across all sessions, finds patterns, and produces a ranked list of promotion candidates. This is the outer loop's inspect step.

Without this skill, .learnings/ is a write-only log. Patterns accumulate but nobody synthesizes them. The same gap resurfaces two weeks later because no one looked.

When to Use

• Weekly cadence — scheduled or manual, review accumulated learnings
• Before major tasks — check if the task area has known patterns
• After a burst of sessions — consolidate findings from a sprint or incident
• When self-improvement flags promotion_ready — verify the flag with full context

What It Produces

A gap report — a ranked list of patterns that have crossed (or are approaching) the promotion threshold, with evidence and recommended actions.

Step 1: Read All Learning Files