- Config in ~/.memwalk/config.toml (typer init writes it)
- Sources: git log walker + bash history parser with secret/noise filters
- Ingest orchestrator feeds events into a memba Session and saves
~/.memwalk/current.memb via the rewritten Session.chat() that preserves
loaded state (raw eval+sample, no KV-cache reset)
- Daily snapshot rotation under ~/.memwalk/snapshots/
- CLI commands: init, update, ask, standup, status, prune
Validated on Nemotron-3-Nano-4B Q4_K_M end-to-end: ingest 304 events
(303 commits + 1 shell session) in 2.8s on GPU, recall in fresh process
returns accurate per-project summaries.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
