chore: format Phase B modules and register Phase B plan in wiki

app/question_gen/adversarial_filter.py

@@ -723,9 +723,7 @@ async def run_adversarial_rounds(
         max_steps=config.adversarial_agent_max_steps,
         model=agent.model,
     )
-    all_questions: dict[str, GeneratedQuestion] = {
+    all_questions: dict[str, GeneratedQuestion] = {q.question_id: q for q in initial_questions}
-        q.question_id: q for q in initial_questions
-    }
     pending = list(initial_questions)
     passed_now = 0
     for round_no in range(config.adversarial_max_rounds):
@@ -749,9 +747,7 @@ async def run_adversarial_rounds(
             session_id=session_id,
         )
         passed_now = len(write_final_bank(final_path, store, all_questions, cfg_fp))
-        _report_difficulty(
+        _report_difficulty(store, round_no=round_no, threshold=config.difficulty_warn_threshold)
-            store, round_no=round_no, threshold=config.difficulty_warn_threshold
-        )
         deficit = target - passed_now
         if deficit <= 0 or round_no + 1 >= config.adversarial_max_rounds:
             break

app/question_gen/run_store.py

@@ -457,16 +457,20 @@ class QuestionGenStore:
                 created_at=datetime('now')
             """,
             (
-                question_id, question_hash, stage, round, agent_prediction,
+                question_id,
+                question_hash,
+                stage,
+                round,
+                agent_prediction,
                 None if agent_correct is None else int(agent_correct),
-                verdict, pair_id, agent_config,
+                verdict,
+                pair_id,
+                agent_config,
             ),
         )
         self._conn.commit()
 
-    def completed_stages(
+    def completed_stages(self, question_id: str, question_hash: str, agent_config: str) -> set[str]:
-        self, question_id: str, question_hash: str, agent_config: str
-    ) -> set[str]:
         """返回该题在当前 hash+config 下已完成的 stage 集合（续跑用）。
 
         Parameters
@@ -501,8 +505,7 @@ class QuestionGenStore:
             当前 agent 配置指纹；保留该 config 行，其余全部删除。
         """
         self._conn.execute(
-            "DELETE FROM adversarial_verdicts "
+            "DELETE FROM adversarial_verdicts WHERE question_id=? AND agent_config!=?",
-            "WHERE question_id=? AND agent_config!=?",
             (question_id, agent_config),
         )
         self._conn.commit()
@@ -521,15 +524,12 @@ class QuestionGenStore:
             该轮 stage='cheat' 的 agent_correct 平均值；无数据时返回 0.0。
         """
         row = self._conn.execute(
-            "SELECT AVG(agent_correct) FROM adversarial_verdicts "
+            "SELECT AVG(agent_correct) FROM adversarial_verdicts WHERE stage='cheat' AND round=?",
-            "WHERE stage='cheat' AND round=?",
             (round_no,),
         ).fetchone()
         return float(row[0]) if row and row[0] is not None else 0.0
 
-    def final_passed_question_ids(
+    def final_passed_question_ids(self, hash_by_qid: dict[str, str], agent_config: str) -> set[str]:
-        self, hash_by_qid: dict[str, str], agent_config: str
-    ) -> set[str]:
         """在当前 hash+config 下通过两门的 question_id 集合（final JSON 全量重建用）。
 
         终判规则（防 stale 泄漏）：仅当该题在 **当前 question_hash + 当前
@@ -559,9 +559,7 @@ class QuestionGenStore:
             ).fetchall()
             if not rows:
                 continue
-            cheat_passed = any(
+            cheat_passed = any(stage == "cheat" and verdict == "passed" for stage, verdict in rows)
-                stage == "cheat" and verdict == "passed" for stage, verdict in rows
-            )
             no_flip = any(verdict == "filtered_no_flip" for _, verdict in rows)
             if cheat_passed and not no_flip:
                 passed.add(qid)

research-wiki/graph/edges.json

@@ -185,6 +185,11 @@
       "id": "plan:grounded-question-gen-phaseA",
       "label": "Grounded Question-Gen Phase A",
       "type": "plan"
+    },
+    {
+      "id": "plan:adversarial-question-gen-phaseB",
+      "label": "Adversarial Question-Gen Phase B",
+      "type": "plan"
     }
   ],
   "links": [
@@ -348,6 +353,13 @@
       "relation": "implements",
       "evidence": "Phase A 实现计划",
       "added": "2026-07-14T18:41:35.899803+00:00"
+    },
+    {
+      "source": "plan:adversarial-question-gen-phaseB",
+      "target": "design:adversarial-question-gen-phaseB",
+      "relation": "implements",
+      "evidence": "Phase B 实现计划",
+      "added": "2026-07-14T21:09:48.115521+00:00"
     }
   ]
 }

research-wiki/index.md

@@ -1,6 +1,6 @@
 # Research Wiki 索引
 
-> 自动生成，更新时间：2026-07-14 18:41 UTC
+> 自动生成，更新时间：2026-07-14 21:09 UTC
 
 ## design (29)
 - [2026-07-06-core-agent-adapters-llm-design](designs/2026-07-06-core-agent-adapters-llm-design.md) `design:2026-07-06-core-agent-adapters-llm-design`
@@ -42,7 +42,7 @@
 - [Harness 评估: Spec-1 修复验证 (infer_spec1check)](findings/eval-spec1check.md) `finding:eval-spec1check`
 - [Harness 评估: Spec-2 批量并行建树](findings/eval-spec2-batch-tree-build.md) `finding:eval-spec2-batch-tree-build`
 
-## plan (34)
+## plan (36)
 - [2026-07-06-core-agent-adapters-llm](plans/2026-07-06-core-agent-adapters-llm.md) `plan:2026-07-06-core-agent-adapters-llm`
 - [2026-07-07-app-harness](plans/2026-07-07-app-harness.md) `plan:2026-07-07-app-harness`
 - [2026-07-07-core-evolution](plans/2026-07-07-core-evolution.md) `plan:2026-07-07-core-evolution`
@@ -56,11 +56,13 @@
 - [2026-07-12-per-category-pool-strategy](plans/2026-07-12-per-category-pool-strategy.md) `plan:2026-07-12-per-category-pool-strategy`
 - [2026-07-14-action-recognition-strategy](plans/2026-07-14-action-recognition-strategy.md) `plan:2026-07-14-action-recognition-strategy`
 - [2026-07-14-action-recognition-training](plans/2026-07-14-action-recognition-training.md) `plan:2026-07-14-action-recognition-training`
+- [2026-07-14-adversarial-question-gen-phaseB-plan](plans/2026-07-14-adversarial-question-gen-phaseB-plan.md) `plan:2026-07-14-adversarial-question-gen-phaseB-plan`
 - [2026-07-14-grounded-question-gen-phaseA-plan](plans/2026-07-14-grounded-question-gen-phaseA-plan.md) `plan:2026-07-14-grounded-question-gen-phaseA-plan`
 - [2026-07-14-maintenance-pool](plans/2026-07-14-maintenance-pool.md) `plan:2026-07-14-maintenance-pool`
 - [2026-07-14-task-type-strategy-framework](plans/2026-07-14-task-type-strategy-framework.md) `plan:2026-07-14-task-type-strategy-framework`
 - [Action Recognition 单题型首次训练实验计划](plans/action-recognition-training.md) `plan:action-recognition-training`
 - [ActionRecognitionStrategy 特化实现计划 (Plan B)](plans/action-recognition-strategy.md) `plan:action-recognition-strategy`
+- [Adversarial Question-Gen Phase B](plans/adversarial-question-gen-phaseB.md) `plan:adversarial-question-gen-phaseB`
 - [app/harness/ 训练循环编排层实现计划](plans/app-harness.md) `plan:app-harness`
 - [app/search/ 搜索 Agent 装配层实现计划](plans/2026-07-07-search-module.md) `plan:2026-07-07-search-module`
 - [core/agent/ + adapters/llm 基础设施实现计划](plans/core-agent-adapters-llm.md) `plan:core-agent-adapters-llm`
@@ -78,7 +80,8 @@
 - [赛题生成工具实现计划](plans/question-gen-synth.md) `plan:question-gen-synth`
 - [项目基础设施初始化计划](plans/infrastructure-setup.md) `plan:infrastructure-setup`
 
-## schema (2)
+## schema (3)
+- [表结构: adversarial_verdicts（Phase B agent 门判定）](schemas/adversarial-verdicts.md) `schema:adversarial-verdicts`
 - [表结构: question_gen_items（逐题门判定）](schemas/question-gen-items.md) `schema:question-gen-items`
 - [表结构: question_gen_runs（出题批次）](schemas/question-gen-runs.md) `schema:question-gen-runs`
 

research-wiki/log.md

@@ -89,3 +89,6 @@
 - [2026-07-14 18:41 UTC] 新增边: plan:grounded-question-gen-phaseA --implements--> design:grounded-question-gen-phaseA
 - [2026-07-14 18:41 UTC] 重建索引: 76 篇页面
 - [2026-07-14 18:41 UTC] 重建索引: 76 篇页面
+- [2026-07-14 21:09 UTC] 新增 plan: Adversarial Question-Gen Phase B (plan:adversarial-question-gen-phaseB)
+- [2026-07-14 21:09 UTC] 新增边: plan:adversarial-question-gen-phaseB --implements--> design:adversarial-question-gen-phaseB
+- [2026-07-14 21:09 UTC] 重建索引: 79 篇页面

research-wiki/plans/adversarial-question-gen-phaseB.md

@@ -0,0 +1,9 @@
+---
+type: plan
+node_id: plan:adversarial-question-gen-phaseB
+title: "Adversarial Question-Gen Phase B"
+date: 2026-07-14
+---
+
+# Adversarial Question-Gen Phase B
+