fix(exploration): include all judge findings instead of poor-only

Ticket 05 asks the judge review conclusions to flow into the report
verbatim; the aggregation silently dropped good/acceptable dimensions.
Collect every finding sorted poor-first and color drawer tags by rating.

backend/agenteval/exploration/summary.py

@@ -1,9 +1,10 @@
 """Exploration findings aggregation (探索发现聚合).
 
 把探索会话的体验记录聚合成探索摘要：会话数、目标达成率、问题清单
-（blockers / misled 按出现次数降序）、judge 复核结论（已就位才纳入，只收
+（blockers / misled 按出现次数降序）、judge 复核结论（已就位才纳入；
-poor 档发现）。这是体验记录这条第一手证据线进入报告 / 分析 / 导出三个
+findings 全量收各档发现，poor 档排前）。这是体验记录这条第一手证据线
-出口前的唯一聚合口径；只含统计与问题清单，不含全量对话。
+进入报告 / 分析 / 导出三个出口前的唯一聚合口径；只含统计与问题清单，
+不含全量对话。
 """
 
 from collections import Counter
@@ -11,7 +12,7 @@ from typing import Any, Optional
 
 from agenteval.exploration.models import ExplorationSession
 
-_POOR_RATING = "poor"
+_RATING_SEVERITY = {"poor": 0, "acceptable": 1, "good": 2}
 
 
 def _issue_list(counter: Counter) -> list[dict[str, Any]]:
@@ -48,7 +49,7 @@ def summarize_exploration(sessions: list[ExplorationSession]) -> Optional[dict[s
 
 
 def _summarize_judge_reviews(sessions: list[ExplorationSession]) -> Optional[dict[str, Any]]:
-    """只纳入复核完成的会话；findings 只收 poor 档发现，summaries 收复核总体结论。"""
+    """只纳入复核完成的会话；findings 全量收各档发现（poor 档排前），summaries 收复核总体结论。"""
     findings: list[dict[str, Any]] = []
     summaries: list[str] = []
     reviewed = 0
@@ -60,7 +61,6 @@ def _summarize_judge_reviews(sessions: list[ExplorationSession]) -> Optional[dic
         if review.get("summary"):
             summaries.append(str(review["summary"]))
         for item in review.get("dimensions") or []:
-            if item.get("rating") == _POOR_RATING:
             findings.append(
                 {
                     "dimension": item.get("dimension"),
@@ -70,4 +70,5 @@ def _summarize_judge_reviews(sessions: list[ExplorationSession]) -> Optional[dic
             )
     if reviewed == 0:
         return None
+    findings.sort(key=lambda f: _RATING_SEVERITY.get(f["rating"], len(_RATING_SEVERITY)))
     return {"reviewed_sessions": reviewed, "findings": findings, "summaries": summaries}

frontend/web/src/components/ExplorationSection.tsx

@@ -30,6 +30,12 @@ const DIMENSION_LABELS: Record<string, string> = {
   hallucination: '幻觉',
 }
 
+const RATING_TAG: Record<string, { label: string; color: string }> = {
+  poor: { label: '差', color: 'red' },
+  acceptable: { label: '一般', color: 'orange' },
+  good: { label: '优', color: 'green' },
+}
+
 function pct(rate: number | null): string {
   return rate == null ? '—' : `${(rate * 100).toFixed(1)}%`
 }
@@ -181,13 +187,15 @@ export default function ExplorationSection({ campaignId, summary }: {
             judge 复核（{judge.reviewed_sessions} 个会话抽样）
           </div>
           {judge.findings.length === 0
-            ? <div style={{ fontSize: 13, color: colors.textSecondary }}>未发现问题</div>
+            ? <div style={{ fontSize: 13, color: colors.textSecondary }}>无复核发现</div>
             : (
               <Space direction="vertical" size={4} style={{ width: '100%' }}>
                 {judge.findings.map((f, i) => (
                   <div key={i} style={{ fontSize: 13 }}>
-                    <Tag color="red" style={{ margin: 0 }}>
+                    <Tag color={RATING_TAG[f.rating]?.color ?? 'default'} style={{ margin: 0 }}>
                       {DIMENSION_LABELS[f.dimension] ?? f.dimension}
+                      {' · '}
+                      {RATING_TAG[f.rating]?.label ?? f.rating}
                     </Tag>
                     {' '}{f.comment}
                   </div>

tests/unit/test_exploration_summary.py

@@ -1,8 +1,8 @@
 """Exploration summary aggregation (v0.9 票据 05).
 
 体验记录聚合成探索摘要：会话数、目标达成率、问题清单（blockers/misled
-按出现次数降序）、judge 复核结论（已就位才纳入，只收 poor 档发现）。
+按出现次数降序）、judge 复核结论（已就位才纳入；findings 全量收各档发现，
-缺则无痕：无会话返回 None。纯函数，不落库。
+poor 档排前）。缺则无痕：无会话返回 None。纯函数，不落库。
 """
 
 from agenteval.exploration.models import ExplorationSession, ExplorationSessionStatus
@@ -77,6 +77,7 @@ def test_judge_review_included_only_when_completed():
         "status": "completed",
         "dimensions": [
             {"dimension": "attitude", "rating": "good", "comment": "友好"},
+            {"dimension": "professionalism", "rating": "acceptable", "comment": "基本准确"},
             {"dimension": "hallucination", "rating": "poor", "comment": "编造了政策"},
         ],
         "summary": "存在幻觉",
@@ -90,9 +91,11 @@ def test_judge_review_included_only_when_completed():
     summary = summarize_exploration(sessions)
     judge = summary["judge_review"]
     assert judge["reviewed_sessions"] == 1
-    # 只收 poor 档发现（问题清单口径）
+    # 复核发现全量纳入，poor 档排前（票据 05：复核结论一并纳入）
     assert judge["findings"] == [
-        {"dimension": "hallucination", "rating": "poor", "comment": "编造了政策"}
+        {"dimension": "hallucination", "rating": "poor", "comment": "编造了政策"},
+        {"dimension": "professionalism", "rating": "acceptable", "comment": "基本准确"},
+        {"dimension": "attitude", "rating": "good", "comment": "友好"},
     ]
     # 复核总体结论一并纳入
     assert judge["summaries"] == ["存在幻觉"]