agent: repoint FLM-NPU model roles off the retired provider; sync memory/skills

config.yml: vision -> llamacpp (dankclaw)/frank-large:auto,
tiny -> llamacpp (dankserver)/frank-small:off,
task -> llamacpp (dankclaw)/frank-large:medium (was flm dankclaw-npu),
matching the flm (dankclaw-npu) provider removal in models.yml.

Memories/managed skills: rollouts and learned notes from the frank-large
KV-pool + sampler work and the noctalia recolor; merged the duplicate
noctalia-palette-recolor skill into noctalia-custom-palette-recolor (adds
the dotfiles-tracking step and the +show-config delta gotcha) and dropped
the superseded legacy memory skills whose ghostty USR1 reload recipe is
wrong for this fleet.

agent/memories/--home-blank-Projects-serverAppConfig--/skills/frank_large/SKILL.md

@@ -0,0 +1,17 @@
+# frank-large Operations
+Deployed as rootless Quadlet on dankclaw. ~68 GiB weights + 14.4 GiB KV pool (524k positions, 3 slots). Total ~103.4 GiB.
+## Ports
+- Engine: :8730 (loopback)
+- Front-end: :8731
+- Published: :7770
+## Logging & Env
+- `podman logs frank-large` / `journalctl --user -u frank-large`
+- Avoid `TEMP`, `HOST`, `GPU_MAX_HEAP_SIZE` (HIP bare TEMP)
+## Sampling & API
+- Large: greedy | Small: sampling (temp=1.0, top_k=20, top_p=0.95)
+- Small determinism: `temperature: 0` or `--sampling-defaults none`
+- `preserve_thinking`: client-side per-request (`chat_template_kwargs`)
+- `max_tokens: 200` w/ empty content = thinking consumed budget
+- File-cache shortage → uninterruptible sleep. `host_reserve_gib=24` protects n-gram table.
+## Tests
+- 285/286 pass (test 73 comfyui bug). `pyyaml` missing on system py3; `uv` available.

agent/memories/--home-blank-Projects-serverAppConfig--/skills/frank_large/examples/curl_request.json

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+{
+  "model": "frank-small",
+  "temperature": 0,
+  "chat_template_kwargs": {"preserve_thinking": true}
+}

agent/memories/--home-blank-Projects-serverAppConfig--/skills/frank_large/scripts/check_kpool.sh

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+#!/bin/bash
+# Verify KV pool slots and memory stability
+docker inspect frank-large --format '{{.Config.Env}}'
+podman logs frank-large 2>&1 | grep -E '^(dmalloc|kv pool):'
+echo "Slots: HALOGEN_KV_SLOTS"
+echo "Memory: ~103.4 GiB (68W + 14.4KV + 21W)"

agent/memories/--home-blank-Projects-serverAppConfig--/skills/frank_large/templates/frank-large.service

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+[Service]
+ExecStart=/usr/bin/podman run ...
+Environment=TEMP=...
+Environment=HALOGEN_KV_SLOTS=3
+[Install]
+WantedBy=default.target