diff --git a/README.md b/README.md
index 3155a1b..f112943 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,3 @@
 # 基础模块现代化改进分支
-您正浏览潜进项目的基础模块现代化改进原型分支!
\ No newline at end of file
+您正浏览潜进项目的基础模块现代化改进原型分支!
+[] - HeurAMK
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diff --git a/src/heurams/kernel/algorithms/__init__.py b/src/heurams/kernel/algorithms/__init__.py
index 9dcfccc..e69de29 100644
--- a/src/heurams/kernel/algorithms/__init__.py
+++ b/src/heurams/kernel/algorithms/__init__.py
@@ -1,33 +0,0 @@
-from typing import Dict, Any, Callable, TypedDict
-
-class AlgorithmConfig(TypedDict):
-    algo_name: str
-    defaults: Dict[str, Any]
-    revisor: Callable[[dict, int, bool], None]
-
-_algorithms: Dict[str, AlgorithmConfig] = {}
-
-def register_algorithm(algo_name: str, defaults: Dict[str, Any], revisor: Callable):
-    _algorithms[algo_name] = {
-        'algo_name': algo_name,
-        'defaults': defaults,
-        'revisor': revisor
-    }
-
-def get_algorithm(algo_name: str) -> AlgorithmConfig:
-    if algo_name not in _algorithms:
-        raise ValueError(f"算法 {algo_name}' 未找到, 可用值: {list_algorithms()}")
-    return _algorithms[algo_name]
-
-def list_algorithms() -> list[str]:
-    return list(_algorithms.keys())
-
-# 导入注册
-from . import sm2
-register_algorithm(
-    algo_name=sm2.algo_name,
-    defaults=sm2.defaults,
-    revisor=sm2.revisor
-)
-
-__all__ = ['get_algorithm', 'list_algorithms', 'register_algorithm', 'AlgorithmConfig']
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diff --git a/src/heurams/kernel/puzzles/base.py b/src/heurams/kernel/puzzles/base.py
index f5b8a38..a491fbd 100644
--- a/src/heurams/kernel/puzzles/base.py
+++ b/src/heurams/kernel/puzzles/base.py
@@ -3,16 +3,7 @@ class BasePuzzle:
     """谜题基类"""
     
     def refresh(self):
-        """刷新谜题, 子类必须实现"""
-        raise NotImplementedError("谜题对象没有实现 refresh 方法")
+        raise NotImplementedError("谜题对象未实现 refresh 方法")
     
     def __str__(self):
-        """字符串表示, 子类应该实现"""
-        return f"谜题: {type(self).__name__}"
-    
-    @classmethod
-    def register(cls, name: str = None): # type: ignore
-        """谜题注册装饰器"""
-        from registry import registry
-        puzzle_name = name or cls.__name__
-        return registry.register(puzzle_name, cls)
\ No newline at end of file
+        return f"谜题: {type(self).__name__}"
\ No newline at end of file
diff --git a/src/heurams/kernel/puzzles/mcq.py b/src/heurams/kernel/puzzles/mcq.py
index 90bb0c6..d190a5d 100644
--- a/src/heurams/kernel/puzzles/mcq.py
+++ b/src/heurams/kernel/puzzles/mcq.py
@@ -2,7 +2,6 @@
 from base import BasePuzzle
 import random
 
-@BasePuzzle.register("multiple_choice")
 class MCQPuzzle(BasePuzzle):
     """选择题谜题生成器"""
     
diff --git a/src/heurams/kernel/puzzles/registry.py b/src/heurams/kernel/puzzles/registry.py
deleted file mode 100644
index 08b7620..0000000
--- a/src/heurams/kernel/puzzles/registry.py
+++ /dev/null
@@ -1,31 +0,0 @@
-# registry.py
-from typing import Dict, Type, Any
-from base import BasePuzzle
-
-class PuzzleRegistry:
-    """谜题注册表"""
-    
-    def __init__(self):
-        self._puzzles: Dict[str, Type[BasePuzzle]] = {}
-    
-    def register(self, name: str, puzzle_class: Type[BasePuzzle]):
-        """注册谜题类"""
-        self._puzzles[name] = puzzle_class
-        return puzzle_class
-    
-    def create(self, name: str, **kwargs) -> BasePuzzle:
-        """创建谜题实例"""
-        if name not in self._puzzles:
-            raise ValueError(f"未知的谜题类型: {name}")
-        return self._puzzles[name](**kwargs)
-    
-    def list_available(self) -> list:
-        """获取可用的谜题类型列表"""
-        return list(self._puzzles.keys())
-    
-    def get_class(self, name: str) -> Type[BasePuzzle]:
-        """获取谜题类"""
-        return self._puzzles.get(name) # type: ignore
-
-# 全局注册表实例
-registry = PuzzleRegistry()
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