bfowle si-aspect-explorer — Aspect Recommendation
Status: Skeleton. Full logic lands in Milestone 4 alongside spirits/aspects.md and statistics/aspect-power-deltas.md.
Intended behavior:
- Given a spirit (or pick from Brett's mastery list), walk through all its aspects with:
- What mechanically changes
- Win-rate delta vs. base (where data exists)
- Which archetypes each aspect enables
- Recommend which aspect to try next based on gaps in playlog (archetypes he hasn't practiced).
- Emphasize when-to-suggest-an-aspect-in-a-group context (per Brett's stated goal — aspects in multiplayer need explicit advocacy).
Until M4 ships: if invoked, fall back to general guidance — "aspects are unplayed in your log; Madness on Shadows is community consensus #1 aspect pick."