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The auxiliary client's auto-detection chain was a black box — when compression, summarization, or memory flush failed, the only clue was a generic 'Request timed out' with no indication of which provider was tried or why it was skipped. Now logs at INFO level: - 'Auxiliary auto-detect: using local/custom (qwen3.5-9b) — skipped: openrouter, nous' when auto-detection picks a provider - 'Auxiliary compression: using auto (qwen3.5-9b) at http://localhost:11434/v1' before each auxiliary call - 'Auxiliary compression: provider custom unavailable, falling back to openrouter' on fallback - Clear warning with actionable guidance when NO provider is available: 'Set OPENROUTER_API_KEY or configure a local model in config.yaml'