fix: Soulful代码审查修复

严重:
- argparse语法错误 (-t,--type 顺序)
- main()未定义但被调用
- API变量未定义导致call_llm崩溃
- os_sense中文提取失效（\w不匹配中文）

数据:
- 牵挂去重（删除重复条目）
- soulful_core.py结构修复

低优先级（记录，不阻塞）:
- 文件无锁并发写入
- 画像数据未在daemon使用（下次对话我会主动用）
- 牵挂识别误报（待持续优化）

scripts/daemon.py

@@ -67,6 +67,8 @@ FAST_MODEL = "stepfun-ai/step-3.5-flash"
 DEEP_MODEL = "mistralai/mistral-large-3-675b-instruct-2512"
 FEISHU_WEBHOOK = "https://open.feishu.cn/open-apis/bot/v2/hook/446db983-e392-4d2c-bfb8-f9060e5df3ad"
 
+API = "http://127.0.0.1:3000/v1"  # NewAPI gateway
+
 _stop_event = threading.Event()
 
 # Lazy-loaded soulful modules (avoid import at module load time)

scripts/os_sense.py

@@ -73,10 +73,12 @@ def get_journal_keywords(n=50):
             try:
                 entry = json.loads(line)
                 text = entry.get("summary", "") + " " + entry.get("action_taken", "")
-                # 简单分词
+                # 简单分词（英文）+ 中文词提取（\w 不匹配中文）
                 tokens = re.findall(r'[\w]{2,}', text.lower())
+                chinese_words = re.findall(r'[\u4e00-\u9fff]{2,}', text)
                 tokens = [t for t in tokens if t not in STOPWORDS and len(t) > 1]
-                words.extend(tokens)
+                chinese_words = [w for w in chinese_words if w not in STOPWORDS]
+                words.extend(tokens + chinese_words)
             except:
                 pass
     except:

scripts/soulful_core.py

@@ -341,7 +341,7 @@ if __name__ == "__main__":
         p = argparse.ArgumentParser(description="心迹记录")
         p.add_argument("content")
         p.add_argument("--tags", nargs="+", default=[])
-        p.add_argument("--type", "-t", default="moment", choices=["moment", "signal", "reflection"])
+        p.add_argument("-t", "--type", default="moment", choices=["moment", "signal", "reflection"])
         p.add_argument("--importance", "-i", type=int, default=3)
         args = p.parse_args(sys.argv[2:])
         ht = HeartTraces()
@@ -396,12 +396,12 @@ if __name__ == "__main__":
         "cq-list": cmd_cq_list,
     }
     
-    if len(sys.argv) < 2 or sys.argv[1] not in commands:
-        print("用法: soulful_core.py <command> [args]")
-        print("命令:", list(commands.keys()))
-        sys.exit(1)
-
-    commands[sys.argv[1]]()
+    if __name__ == "__main__":
+        if len(sys.argv) < 2 or sys.argv[1] not in commands:
+            print("用法: soulful_core.py <command> [args]")
+            print("命令:", list(commands.keys()))
+            sys.exit(1)
+        commands[sys.argv[1]]()
 
 
 # ====== 会话接口：供小唯在对话中调用 ======
@@ -442,8 +442,4 @@ def summarize():
         for c in cares_pending[:3]:
             lines.append(f"  → {c['content'][:50]}")
     
-    return "\n".join(lines)
-
-
-if __name__ == "__main__":
-    main()
+    return "\n".join(lines)

soulful/cares-queue.json

@@ -1,16 +1,5 @@
 {
   "cares": [
-    {
-      "id": "41280638",
-      "content": "记得同步文档到Obsidian",
-      "context": "牧尘提到",
-      "created_at": "2026-07-09T09:50:58.779920+00:00",
-      "follow_up_date": "2026-07-10",
-      "status": "pending",
-      "reminder_count": 0,
-      "last_reminded": null,
-      "tags": []
-    },
     {
       "id": "5a1465eb",
       "content": "记得测试牵挂功能",
@@ -18,8 +7,8 @@
       "created_at": "2026-07-09T09:51:04.369800+00:00",
       "follow_up_date": "2026-07-09",
       "status": "pending",
-      "reminder_count": 2,
-      "last_reminded": "2026-07-09T14:55:05.935006+00:00",
+      "reminder_count": 4,
+      "last_reminded": "2026-07-09T17:01:01.292270+00:00",
       "tags": []
     },
     {
@@ -34,5 +23,5 @@
       "tags": []
     }
   ],
-  "updated_at": "2026-07-09T14:55:05.935055+00:00"
+  "updated_at": "2026-07-09T17:01:01.292324+00:00"
 }

soulful/heart-traces.jsonl

@@ -1,2 +1 @@
-{"id": "eabf352f", "timestamp": "2026-07-09T09:50:50.730036+00:00", "session_id": "default", "type": "moment", "content": "我们一起修好了织忆", "tags": ["成长"], "importance": 5}
 {"id": "d945a6aa", "timestamp": "2026-07-09T13:29:22.581218+00:00", "session_id": "default", "type": "moment", "content": "我们一起修好了织忆", "tags": ["成长", "织忆"], "importance": 5}