v7: 19 issues fixed — SQLite storage, new clustering pipeline, display_id, globe rewrite, Chinese tools

Key changes:
- New: data_loader.py SQLite persistence with drop_sqlite_table
- New: db_utils.py retry_on_lock decorator (3 retries, exponential backoff)
- New: tool_registry.py with 27 MCP tools (filter_and_cluster, compute_scores, etc.)
- New: tls_ref.py for TLS cipher/reference data
- New: import_tlsdb.py management command
- New: scripts/start_server.py for portable runtime
- New: migrations 0003-0007 for SQLite table, display_id, llm fields
- Changed: views.py unified pipeline worker, retry_run, display_id everywhere
- Changed: models.py with display_id auto-assignment, run_type, sqlite_table, llm_thinking, tool_calls_json
- Changed: urls.py added retry_run route
- Changed: session_store.py robust JSON persistence
- Changed: AGENTS.md v7 fix summary added
- Changed: templates — globe rewrite (inertia/polar flip), auto.html (thinking/tool accordions), base.html (toast/config), all pages use display_id
- Changed: run.bat PYTHONUTF8=1
- Deleted: entity_detector.py, entity_aggregator.py (replaced by filter_and_cluster clustering pipeline)
- Test: 92/92 unit tests passing

scripts/start_server.py

@@ -0,0 +1,39 @@
+"""Start the development server with host and port from config.yaml.
+
+Reads server.host and server.port from config/config.yaml via the project's
+config loader, runs ``manage.py runserver <host>:<port>``, and opens a browser
+to http://127.0.0.1:<port> .
+
+Usage (by run.bat):
+    start /B runtime\\python\\python.exe scripts\\start_server.py
+"""
+
+import subprocess
+import sys
+import webbrowser
+from pathlib import Path
+
+from config import get_config
+
+
+def main() -> None:
+    cfg = get_config()
+
+    host = cfg.server.host or '0.0.0.0'
+    port = cfg.server.port or 80
+
+    addr = f'{host}:{port}'
+    manage_py = Path(__file__).resolve().parent.parent / 'manage.py'
+
+    # Open browser — use 127.0.0.1 regardless of bind address so the user's
+    # browser always reaches the local machine.
+    webbrowser.open(f'http://127.0.0.1:{port}/')
+
+    # Run the server.  subprocess.call is blocking, so this script stays alive
+    # as long as the dev server does — the same effect as calling manage.py
+    # directly under start /B.
+    sys.exit(subprocess.call([sys.executable, str(manage_py), 'runserver', addr, '--noreload']))
+
+
+if __name__ == '__main__':
+    main()