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ollama_list / ollama_show / ollama_pull / ollama_remove tools plus a health check (process liveness and API responsiveness) over the Ollama HTTP API and the real subprocess seam.
OllamaAdapter registered under the ollama provider route, with configurable model mapping and temperature / max-tokens / stop translation.
model_route rules (task type via purpose, case-insensitive keywords, or always) that route requests to local models with automatic fallback to the cloud when the local route fails before producing content.
/ollama one-shot status command (models, disk usage, health, suggestions).
Display/log sanitization for endpoint addresses and local paths.
Five-language README, CI / compat / release workflows, and the full gate (typecheck, test, build, verify, pack).