chore(memory): snapshot auto-learned memory and renamed workstation skills

--home-blank-.omp--: MEMORY.md +140 / learned.md / memory_summary.md /
raw_memories.md +1002 rewritten by auto-learn after the model rename,
frank-medium split-balance and bottleneck studies. Skills renamed to
single-topic buckets: dotfile-git-workflow -> ghostty-text-aa +
niri-display-rotation + noctalia-theme, handy-service-mgmt ->
handy-flm-inference, inference-runtime -> llama-cpp-parallelism.

--home-blank-Projects-serverAppConfig--: 38 new rollout summaries,
raw_memories.md/MEMORY.md refreshed, skills re-bucketed (bench-protocol,
llm-fleet-model-swap, rootless-quadlet-log-retrieval, orchestration-quadlet).

Per-worktree bucket (wt-20261006-122204) is now gitignored, not committed.
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Frank committed 2026-10-09 13:17:53 -07:00
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# Handy + FLM NPU Inference
## Handy app
- Binary: `/usr/bin/handy`
- Start: `hub op=start` with `application=/usr/bin/handy`, `pty=true`, `persist=true`, `ready={log:'.*', timeout:10}`
- Result: persistent daemon, 69 catalog models seeded
- Restart: `pkill -f handy`, then re-run hub op=start
## FLM NPU (Dankclaw)
- gemma4-it:e4b on port 7771
- Accepts PNG/JPEG; rejects WebP (convert first with ImageMagick `convert`)
- Requires `thinkingLevelMap` in models.json
- FIFO queue; ~7-11s model switch
- Pitfall: missing `.xclbin` symlinks under `~/.config/flm/xclbins/` cause failures
## Related
- Dotfile repo: `~/.omp` (Gitea `dank/command-center`, 192.168.0.143:3000)