CocoScout — Relevance-Ranked Context Loading

This skill fires automatically before Build stage execution and persona subagent invocations. It is not a user command. It selects and prepends the most relevant context to reduce token waste from bulk-loading.

When CocoScout Fires

CocoScout activates when ALL of the following are true:

1. .cocoplus/ is initialized
2. The current action is one of:
   • A persona subagent invocation ($de, $ae, $ds, $da, $bi, $dpm, $dst, $cdo)
   • A /build phase execution
   • A /flow run stage execution
3. At least one of the context sources below exists

If none of the context sources exist, CocoScout exits immediately (< 1ms, no output).

Two-Lens Relevance Ranking

CocoScout computes two relevance scores for each context item and combines them as a weighted composite based on persona type: