Local Waifu 0.1.11

Added

• She remembers you better. Every chat turn now starts with a
  bounded plain-text snapshot of what she knows about you (USER
  digest, ~500 tokens) and the relationship so far (MEMORY digest,
  ~800 tokens), alongside the existing semantic recall. The snapshot
  includes a usage % header — so when memory fills up she
  proactively consolidates instead of forgetting things at random.
• She can explicitly write to memory. When you reveal something
  durable (preferences, important people, hard limits, big news),
  she emits an inline marker that the app picks up and stores. You
  never see the marker — it's stripped before display — but she'll
  remember next session. Same mechanism for correcting outdated
  facts (replace) or asking her to forget (remove).
• Capacity-aware consolidation. When either store crosses 80%
  capacity, the background consolidation pass kicks in automatically
  so the next turn has room.

Inspired by

• Hermes Agent's
  MEMORY.md / USER.md pattern + memory tool grammar. Their plain-
  text bounded approach + substring matcher are ported here; the
  underlying storage stays our existing encrypted soul files +
  SQLite memories table (embeddings preserved, plain text is
  additive).