feat: align surgery API with schemas and extend client tooling

- Refactor app API and schemas; adjust surgery pipeline, repository, and session manager.

- Improve consumption TSV logging and consumable vision integration; trim voice resolution.

- Add Baidu Face 1:N search script, .env.example entries, and client API integration doc.

- Update demo client, staging checklist, surgery interface doc, and related tests; add sample face image.

Made-with: Cursor

app/services/voice_resolution.py

@@ -11,7 +11,6 @@ from loguru import logger
 from app.config import Settings
 from app.services.voice_file_log import emit_voice_event
 from app.database import AsyncSessionLocal
-from app.db.models import VoiceConfirmationAudit
 from app.repositories.voice_audits import VoiceAuditRepository
 from app.services.audio_wav import WavDecodeError, wav_bytes_to_pcm16k_mono_s16le
 from app.services.baidu_speech import BaiduSpeechNotConfiguredError, BaiduSpeechService
@@ -660,22 +659,6 @@ class VoiceConfirmationService:
             message="已确认并记一条消耗。",
         )
 
-    async def list_voice_audits_for_surgery(
-        self,
-        surgery_id: str,
-        *,
-        limit: int = 50,
-        offset: int = 0,
-    ) -> tuple[list[VoiceConfirmationAudit], int]:
-        """从 `voice_confirmation_audits` 表分页读取，供内部查询与报表。"""
-        async with AsyncSessionLocal() as session:
-            return await self._audits.list_by_surgery(
-                session,
-                surgery_id,
-                limit=limit,
-                offset=offset,
-            )
-
     async def _persist_audit(
         self,
         *,