fix: replace openai SDK with raw urllib - no httpx version dependency

fix: use os.environ API_BASE_URL+API_KEY directly no fallback

fix: add [START][STEP][END] structured output blocks required by Phase 2

fix: OpenAI inside make_client(), 202 lines, no module-level crash

fix: clean start without any hardcoded secrets