fix: format runbook as readable key-value pairs for model

training/prompts.py

@@ -66,7 +66,25 @@ def format_observation(obs, step: int, last_action_result: dict | None = None) -
         ok = result.get("ok", False)
         if ok:
             data = result.get("data", "")
-            data_str = str(data)[:2000]
+            if isinstance(data, dict) and "org_config" in data:
+                org = data["org_config"]
+                labels     = list(org.get("label_taxonomy", {}).values())
+                priorities = org.get("priority_levels", [])
+                team_map   = org.get("team_map", {})
+                channels   = org.get("oncall_channels", {})
+                noise      = org.get("noise_channels", [])
+                lines = [
+                    "=== RUNBOOK ===",
+                    f"Valid labels      : {', '.join(labels)}",
+                    f"Valid priorities  : {', '.join(priorities)}",
+                    f"Team map          : {' | '.join(f'{s} -> {t}' for s, t in team_map.items())}",
+                    f"Oncall channels   : {' | '.join(f'{s} -> {c}' for s, c in channels.items())}",
+                    f"Noise channels    : {', '.join(noise)}  <-- NEVER post here",
+                    "=== END RUNBOOK ===",
+                ]
+                data_str = "\n".join(lines)
+            else:
+                data_str = str(data)[:2000]
             parts.append(f"\n**Result (success):**\n{data_str}")
         else:
             error = result.get("error", "Unknown error")