feat: expand module workflows, dynamic config, notifications and console API

tests/test_product_source_migration.py

@@ -25,7 +25,7 @@ MANIFEST_PATH = (
 
 PRODUCTION_PYTHON = {
     "aggregate_daily_final.py",
-    "analyze_style_with_hermes.py",
+    "analyze_style.py",
     "backfill_poseidon_sales.py",
     "backfill_collect.py",
     "backfill_one_day.py",
@@ -152,7 +152,7 @@ INTENTIONALLY_EXCLUDED = {
 
 SUBPROCESS_TARGETS = {
     "aggregate_daily_final.py",
-    "analyze_style_with_hermes.py",
+    "analyze_style.py",
     "check_nine_day_decline.py",
     "collect_dy_market_rank.py",
     "collect_dy_persona_to_bitable.py",
@@ -373,11 +373,12 @@ def test_product_runtime_has_no_hardcoded_long_hex_keys() -> None:
         text = path.read_text(encoding="utf-8-sig")
         assert hardcoded_key.search(text) is None, path
 
-    analyzer = (MODULE_ROOT / "analyze_style_with_hermes.py").read_text(
+    analyzer = (MODULE_ROOT / "analyze_style.py").read_text(
         encoding="utf-8-sig"
     )
-    assert 'os.getenv("HERMES_API_KEY")' in analyzer
-    assert "HERMES_API_KEY is required" in analyzer
+    assert "call_direct_llm" in analyzer
+    assert "STYLE_ANALYSIS_LLM_MODEL" in analyzer
+    assert "analyze_style_with_hermes" not in analyzer
 
 
 def test_product_core_runtime_has_no_known_f821_regressions() -> None: