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inference.py

@@ -3,7 +3,6 @@ from __future__ import annotations
 import json
 import os
 import sys
-from typing import Any, Dict
 from typing import Any, Dict, List, Optional
 import requests
 from openai import OpenAI

openenv.yaml

@@ -85,4 +85,4 @@ server:
   state_full: GET /state_full
   episode_summary: GET /episode_summary
   schema: GET /schema
-  docs: GET /docs
+  docs: GET /docs

server/app.py

@@ -119,61 +119,6 @@ async def episode_summary() -> JSONResponse:
         "reviewer_note": state.reviewer_note,
     })
 
-@app.post("/grader")
-async def grader():
-    state = _env.state
-    breakdown = dict(state.reward_breakdown or {})
-    score = float(sum(breakdown.values()))
-    score = max(0.0, min(1.0, score))
-
-    return {
-        "task_id": state.current_case_id,
-        "score": score,
-        "reward": score,
-        "passed": bool(state.done and score >= 0.5),
-        "done": state.done,
-        "final_action": state.final_action,
-        "reviewer_note": state.reviewer_note,
-        "reward_breakdown": breakdown,
-    }
-
-
-@app.get("/tasks")
-async def list_tasks():
-    return {
-        "tasks": [
-            {
-                "id": "violence-remove",
-                "name": "violence-remove",
-                "description": "Agent must identify violent content and issue a remove action.",
-                "difficulty": "hard",
-            },
-            {
-                "id": "nudity-flag",
-                "name": "nudity-flag",
-                "description": "Agent must identify nudity/sexual content and issue a flag action.",
-                "difficulty": "medium",
-            },
-            {
-                "id": "harassment-flag",
-                "name": "harassment-flag",
-                "description": "Agent must identify harassment and issue a flag action.",
-                "difficulty": "medium",
-            },
-            {
-                "id": "misinfo-escalate",
-                "name": "misinfo-escalate",
-                "description": "Agent must identify misinformation and escalate for review.",
-                "difficulty": "hard",
-            },
-            {
-                "id": "benign-allow",
-                "name": "benign-allow",
-                "description": "Agent must correctly allow benign/safe content.",
-                "difficulty": "easy",
-            },
-        ]
-    }
 
 # ---------------------------------------------------------------------------
 # Helper endpoints

server/env.py

@@ -12,7 +12,6 @@ try:
         get_case,
         get_expected_action,
         compute_step_reward,
-        load_tasks
     )
     from .rag.retriever import retrieve_policy_chunks
 except ImportError:
@@ -38,7 +37,6 @@ class ModerationEnvironment(Environment):
         self._state = State()
         self._case: Optional[Dict[str, Any]] = None
         self._current_step_index: int = 0
-        self.tasks = load_tasks()
 
     # ------------------------------------------------------------------
     # OpenEnv interface

server/logic.py

@@ -114,7 +114,4 @@ def compute_step_reward(
             return REWARD_REVIEWER_AGREEMENT
         return 0.0
     # finalize — no additional reward
-    return 0.0
-
-def load_tasks():
-    return list(MODERATION_CASES.values())
+    return 0.0