feat: expand deai writing checks

The bundled deai-writing skill now detects additional template patterns,
unsupported attribution, role-slot prose, engineering metaphors, and absolute
claims. Its JSON report also summarizes findings by level and category while
preserving GoodBuddy's cross-platform Python guidance.

Release note: 中文“去 AI 味”审校新增分析套话、模糊归因、角色槽位、工程黑话和绝对化承诺等检查，并提供按分类汇总的扫描结果。

resources/skills/deai-writing/ai_smell_dict.py

@@ -25,6 +25,8 @@ AI_SMELL = {
     ],
     "对照模板": [
         r"不是.{0,40}而是", r"并非.{0,40}而是", "而不是",
+        r"不只是.{0,40}(而是|还|也|更)", r"不止是.{0,40}(而是|还|也|更)",
+        r"不只是[^，。；！？\n]{1,30}(?:[。；！？\n]|$)",
         r"不先.{0,30}先", r"下一步是.{0,40}而不是",
     ],
     "问答式标题": [
@@ -67,6 +69,13 @@ AI_SMELL = {
     "过度对冲": [
         "在某种程度上", "总体而言", "一般来说",
     ],
+    "万能收束": [
+        "从本质上看", "从某种意义上说", "归根结底", "可以看出",
+        "由此可见",
+    ],
+    "来源模糊": [
+        "业内普遍认为", "专家指出", "有观点认为",
+    ],
     "格式痕迹": [
         "——", "✅", "❌", "🚀", "💡", "🎯", "✨", "🔥", "📌", "⚡",
     ],
@@ -93,6 +102,38 @@ REVIEW_ONLY = {
     "否定句堆叠": [
         "不代表", "不包含", "尚未", "不能",
     ],
+    "分析框架": [
+        "从多个维度", "核心在于", "关键在于", "具体而言",
+        r"从.{0,20}角度来看",
+    ],
+    "无来源归因": [
+        "研究表明", "数据显示", "实践证明",
+    ],
+    "角色槽位": [
+        r"(系统|平台).{0,20}(做什么|负责什么).{0,40}"
+        r"(学生|教师|用户|客户).{0,20}(做什么|看到什么|获得什么)",
+        r"(学生|教师|用户|客户).{0,20}(做什么|负责什么).{0,40}"
+        r"(系统|平台|教师|用户|客户).{0,20}(做什么|看到什么|获得什么)",
+        r"输入是什么.{0,30}(处理什么|怎么处理).{0,30}输出什么",
+        r"用户需要什么.{0,30}平台提供什么.{0,30}(最终)?获得什么",
+    ],
+    "工程黑话": [
+        "闸门", "门禁", "硬约束", "卡点", "护栏",
+    ],
+    "拟人化技术表达": [
+        r"[一两二三四五六七八九十百千万亿0-9]+颗(权重|参数)",
+        "数据喂不够快", r"(存储|内存|显存).{0,20}(道路|路).{0,20}(繁忙|拥堵)",
+        r"(模型|系统).{0,10}(思考|理解|读懂|看懂)",
+    ],
+    "绝对化承诺": [
+        r"每一(次|个|项|条).{0,30}(都|均)", r"所有.{0,30}均",
+        "任何情况下", "始终确保", "完全避免",
+    ],
+    "标签化三联": [
+        r"(看得见|可见).{0,20}(查得到|可查).{0,20}(可追溯|能追溯)",
+        r"事前.{0,20}事中.{0,20}事后",
+        r"业务侧.{0,20}技术侧.{0,20}管理侧",
+    ],
 }
 
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