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Harden August 3 Spark launch candidate
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Basic chat/API preflight

This two-prompt check confirms only that the OpenAI-compatible endpoint returns basic chat and code-shaped text. It supplies no tools, executes no tools, and is not agent evidence.

export OPENAI_BASE_URL=http://127.0.0.1:8001/v1
export SMOKE_MODEL=local-qwen3-coder-next
python3 eval/basic_chat_preflight/run_preflight.py

The runner writes results/basic_chat_preflight.json. Passing this preflight is necessary but insufficient for launch; the separate Qwen-native closed-loop harness is the tool-use gate.