feat(agent): add odoo review mode with plausibility verdict

agent/audit.py

@@ -25,7 +25,8 @@ CREATE TABLE IF NOT EXISTS interactions (
     model TEXT NOT NULL,
     latency_ms INTEGER NOT NULL,
     n_context INTEGER NOT NULL,
-    regenerations INTEGER NOT NULL
+    regenerations INTEGER NOT NULL,
+    context_json TEXT
 );
 CREATE TABLE IF NOT EXISTS ratings (
     request_id TEXT PRIMARY KEY,
@@ -62,12 +63,25 @@ class AuditStore:
         self._con.execute("PRAGMA foreign_keys = ON")
         self._con.execute("PRAGMA journal_mode = WAL")
         self._con.executescript(SCHEMA)
+        self._migrate()
         self._delete_expired()
 
     def close(self) -> None:
         with self._lock:
             self._con.close()
 
+    def _migrate(self) -> None:
+        """Idempotente Spalten-Migration für bestehende audit.db-Dateien."""
+        cols = {
+            row[1]
+            for row in self._con.execute("PRAGMA table_info(interactions)").fetchall()
+        }
+        if "context_json" not in cols:
+            self._con.execute(
+                "ALTER TABLE interactions ADD COLUMN context_json TEXT"
+            )
+            self._con.commit()
+
     def _delete_expired(self) -> None:
         if self.cfg.audit_retention_days <= 0:
             return
@@ -76,7 +90,7 @@ class AuditStore:
             self._con.execute("DELETE FROM interactions WHERE created_at < ?", (cutoff,))
             self._con.commit()
 
-    def record_interaction(self, payload: dict) -> None:
+    def record_interaction(self, payload: dict, context: dict | None = None) -> None:
         now = int(time.time())
         include_content = self.cfg.audit_log_content
         question = payload.get("question") if include_content else None
@@ -84,6 +98,11 @@ class AuditStore:
         sources = payload.get("sources", []) if include_content else []
         conflicts = payload.get("conflicts", []) if include_content else []
         planned_queries = payload.get("planned_queries", []) if include_content else []
+        context_json = (
+            json.dumps(context, ensure_ascii=False)
+            if include_content and context
+            else None
+        )
         values = (
             payload["request_id"],
             now,
@@ -100,14 +119,15 @@ class AuditStore:
             int(payload.get("latency_ms", 0)),
             int(payload.get("n_context", 0)),
             int(payload.get("regenerations", 0)),
+            context_json,
         )
         with self._lock:
             self._con.execute(
                 "INSERT INTO interactions("
                 "request_id, created_at, question, answer, status, verified, refused, "
                 "citations_json, sources_json, conflicts_json, planned_queries_json, "
-                "model, latency_ms, n_context, regenerations"
-                ") VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) "
+                "model, latency_ms, n_context, regenerations, context_json"
+                ") VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?) "
                 "ON CONFLICT(request_id) DO UPDATE SET "
                 "created_at=excluded.created_at, question=excluded.question, "
                 "answer=excluded.answer, status=excluded.status, "
@@ -123,6 +143,8 @@ class AuditStore:
         if self.cfg.audit_stdout:
             if include_content:
                 event = {"event": "agent_interaction", "created_at": now, **payload}
+                if context:
+                    event["context"] = context
             else:
                 event = {
                     "event": "agent_interaction",
@@ -237,6 +259,8 @@ class AuditStore:
                 item[field.removesuffix("_json")] = json.loads(item.pop(field))
             item["verified"] = bool(item["verified"])
             item["refused"] = bool(item["refused"])
+            raw_context = item.pop("context_json", None)
+            item["context"] = json.loads(raw_context) if raw_context else None
             item["comments"] = comments_by_request[item["request_id"]]
             out.append(item)
         return out