0.4.2 版本合并

实验性 SM-15M 逆向工程算法实现

.gitignore

@@ -11,14 +11,14 @@ electron/test.toml
 build/
 dist/
 old/
-
-# Project specific directories
 # config/
 data/cache/
 data/electron/
 data/nucleon/
-!data/nucleon/test*
+data/global/
+!data/nucleon/TEST*
 data/orbital/
+config/config_dev.toml
 AGENTS.md
 
 # Byte-compiled / optimized / DLL files

CONTRIBUTING.md

@@ -10,13 +10,15 @@
    - `dev` 分支: 开发版本
    - 功能分支: 从 `dev` 分支创建, 命名格式为 `feature/描述` 或 `fix/描述` 或 `refactor/描述`
 2. **代码风格**: 
-   - 请使用 Black 格式化代码
+   - 请使用 Black 与 isort 格式化代码
    - 遵循 PEP 8 规范
    - 添加适当的文档字符串  
 3. **提交消息**: 
    - 使用简体中文或英文撰写清晰的提交消息
    - 格式: 遵循 Conventional Commits 规范
-
+4. **合并方式**:
+   - 不使用 Fast-forward 合并
+   - 可以设置 `git config merge.ff false`
 ## 设置开发环境
 
 ```bash

README.md

@@ -82,7 +82,7 @@ python -m heurams.interface
 
 ## 配置
 
-配置文件位于 `config/config.toml`（相对于工作目录）. 如果不存在, 会使用内置的默认配置. 
+配置文件位于 `config/config.toml`(相对于工作目录). 如果不存在, 会使用内置的默认配置. 
 
 ## 项目结构
 

config/config.toml

@@ -14,6 +14,14 @@ scheduled_num = 8
 # UTC 时间戳修正 仅用于 UNIX 日时间戳的生成修正, 单位为秒
 timezone_offset = +28800 # 中国标准时间 (UTC+8)
 
+[interface]
+
+[interface.memorizor]
+autovoice = true # 自动语音播放, 仅限于 recognition 组件
+
+[algorithm]
+default = "SM-2" # 主要算法; 可选项: SM-2, SM-15M, FSRS
+
 [puzzles] # 谜题默认配置
 
 [puzzles.mcq]
@@ -25,6 +33,7 @@ min_denominator = 3
 [paths] # 相对于配置文件的 ".." (即工作目录) 而言 或绝对路径
 nucleon_dir = "./data/nucleon"
 electron_dir = "./data/electron"
+global_dir = "./data/global" # 全局数据路径, SM-15 等算法需要
 orbital_dir = "./data/orbital"
 cache_dir = "./data/cache"
 template_dir = "./data/template"
@@ -34,6 +43,9 @@ audio = "playsound" # 可选项: playsound(通用), termux(仅用于支持 Andro
 tts = "edgetts" # 可选项: edgetts
 llm = "openai" # 可选项: openai
 
+[providers.tts.edgetts] # EdgeTTS 设置
+voice = "zh-CN-XiaoxiaoNeural" # 可选项: zh-CN-YunjianNeural (男声), zh-CN-XiaoxiaoNeural (女声)
+
 [providers.llm.openai] # 与 OpenAI 相容的语言模型接口服务设置
 url = ""
 key = ""

pyproject.toml

@@ -25,3 +25,4 @@ readme = "README.md"
 
 [tool.setuptools.packages.find]
 where = ["src"]
+

src/heurams/context.py

@@ -3,8 +3,9 @@
 以及基准路径
 """
 
-from contextvars import ContextVar
 import pathlib
+from contextvars import ContextVar
+
 from heurams.services.config import ConfigFile
 from heurams.services.logger import get_logger
 
@@ -31,7 +32,11 @@ try:
 except Exception as e:
     print("未能加载自定义用户配置")
     logger.warning("未能加载自定义用户配置, 错误: %s", e)
-
+if pathlib.Path(rootdir / "default" / "config" / "config_dev.toml").exists():
+    logger.debug("使用开发设置")
+    config_var: ContextVar[ConfigFile] = ContextVar(
+    "config_var", default=ConfigFile(workdir / "config" / "config_dev.toml")
+)
 # runtime_var: ContextVar = ContextVar('runtime_var', default=dict()) # 运行时共享数据
 
 

src/heurams/default/config/config.toml

@@ -6,10 +6,10 @@ daystamp_override = -1
 timestamp_override = -1
 
 # [调试] 一键通过
-quick_pass = 0
+quick_pass = 1
 
 # 对于每个项目的默认新记忆原子数量
-tasked_number = 8
+scheduled_num = 8
 
 # UTC 时间戳修正 仅用于 UNIX 日时间戳的生成修正, 单位为秒
 timezone_offset = +28800 # 中国标准时间 (UTC+8)
@@ -22,8 +22,18 @@ max_riddles_num = 2
 [puzzles.cloze]
 min_denominator = 3
 
-[paths] # 相对于工作目录而言 或绝对路径
+[paths] # 相对于配置文件的 ".." (即工作目录) 而言 或绝对路径
 nucleon_dir = "./data/nucleon"
 electron_dir = "./data/electron"
 orbital_dir = "./data/orbital"
 cache_dir = "./data/cache"
+template_dir = "./data/template"
+
+[services] # 定义服务到提供者的映射
+audio = "playsound" # 可选项: playsound(通用), termux(仅用于支持 Android Termux), mpg123(TODO)
+tts = "edgetts" # 可选项: edgetts
+llm = "openai" # 可选项: openai
+
+[providers.llm.openai] # 与 OpenAI 相容的语言模型接口服务设置
+url = ""
+key = ""

src/heurams/interface/__init__.py

@@ -0,0 +1,60 @@
+from textual.app import App
+from textual.widgets import Button
+
+from heurams.context import config_var
+from heurams.services.logger import get_logger
+
+from .screens.about import AboutScreen
+from .screens.dashboard import DashboardScreen
+from .screens.nucreator import NucleonCreatorScreen
+from .screens.precache import PrecachingScreen
+
+logger = get_logger(__name__)
+
+
+def environment_check():
+    from pathlib import Path
+
+    logger.debug("检查环境路径")
+
+    for i in config_var.get()["paths"].values():
+        i = Path(i)
+        if not i.exists():
+            logger.info("创建目录: %s", i)
+            print(f"创建 {i}")
+            i.mkdir(exist_ok=True, parents=True)
+        else:
+            logger.debug("目录已存在: %s", i)
+            print(f"找到 {i}")
+    logger.debug("环境检查完成")
+
+
+class HeurAMSApp(App):
+    TITLE = "潜进"
+    CSS_PATH = "css/main.tcss"
+    SUB_TITLE = "启发式辅助记忆调度器"
+    BINDINGS = [
+        ("q", "quit", "退出"),
+        ("d", "toggle_dark", "切换色调"),
+        ("1", "app.push_screen('dashboard')", "仪表盘"),
+        ("2", "app.push_screen('precache_all')", "缓存管理器"),
+        ("3", "app.push_screen('nucleon_creator')", "创建新单元"),
+        ("0", "app.push_screen('about')", "版本信息"),
+    ]
+    SCREENS = {
+        "dashboard": DashboardScreen,
+        "nucleon_creator": NucleonCreatorScreen,
+        "precache_all": PrecachingScreen,
+        "about": AboutScreen,
+    }
+
+    def on_mount(self) -> None:
+        environment_check()
+        self.push_screen("dashboard")
+
+    def on_button_pressed(self, event: Button.Pressed) -> None:
+        self.exit(event.button.id)
+
+    def action_do_nothing(self):
+        print("DO NOTHING")
+        self.refresh()

src/heurams/interface/__main__.py

@@ -1,87 +1,18 @@
 from textual.app import App
 from textual.widgets import Button
+
+from heurams.services.logger import get_logger
+from heurams.context import config_var
+from heurams.interface import HeurAMSApp
+
+from .screens.about import AboutScreen
 from .screens.dashboard import DashboardScreen
 from .screens.nucreator import NucleonCreatorScreen
 from .screens.precache import PrecachingScreen
-from .screens.about import AboutScreen
-from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 
-
-class HeurAMSApp(App):
-    TITLE = "潜进"
-    CSS_PATH = "css/main.tcss"
-    SUB_TITLE = "启发式辅助记忆调度器"
-    BINDINGS = [
-        ("q", "quit", "退出"),
-        ("d", "toggle_dark", "切换色调"),
-        ("1", "app.push_screen('dashboard')", "仪表盘"),
-        ("2", "app.push_screen('precache_all')", "缓存管理器"),
-        ("3", "app.push_screen('nucleon_creator')", "创建新单元"),
-        ("0", "app.push_screen('about')", "版本信息"),
-    ]
-    SCREENS = {
-        "dashboard": DashboardScreen,
-        "nucleon_creator": NucleonCreatorScreen,
-        "precache_all": PrecachingScreen,
-        "about": AboutScreen,
-    }
-
-    def on_mount(self) -> None:
-        self.push_screen("dashboard")
-
-    def on_button_pressed(self, event: Button.Pressed) -> None:
-        self.exit(event.button.id)
-
-    def action_do_nothing(self):
-        print("DO NOTHING")
-        self.refresh()
-
-
-def environment_check():
-    from pathlib import Path
-
-    logger.debug("检查环境路径")
-
-    for i in config_var.get()["paths"].values():
-        i = Path(i)
-        if not i.exists():
-            logger.info("创建目录: %s", i)
-            print(f"创建 {i}")
-            i.mkdir(exist_ok=True, parents=True)
-        else:
-            logger.debug("目录已存在: %s", i)
-            print(f"找到 {i}")
-    logger.debug("环境检查完成")
-
-
-def is_subdir(parent, child):
-    try:
-        child.relative_to(parent)
-        logger.debug("is_subdir: %s 是 %s 的子目录", child, parent)
-        return 1
-    except:
-        logger.debug("is_subdir: %s 不是 %s 的子目录", child, parent)
-        return 0
-
-
-# 开发模式
-from heurams.context import rootdir, workdir, config_var
-from pathlib import Path
-from heurams.context import rootdir
-import os
-
-if is_subdir(Path(rootdir), Path(os.getcwd())):
-    os.chdir(Path(rootdir) / ".." / "..")
-    print(f'转入开发数据目录: {Path(rootdir)/".."/".."}')
-
-environment_check()
-
 app = HeurAMSApp()
+
 if __name__ == "__main__":
     app.run()
-
-
-def main():
-    app.run()

src/heurams/interface/screens/about.py

@@ -1,15 +1,8 @@
 #!/usr/bin/env python3
 from textual.app import ComposeResult
-from textual.widgets import (
+from textual.containers import ScrollableContainer
-    Header,
-    Footer,
-    Label,
-    Static,
-    Button,
-    Markdown,
-)
-from textual.containers import ScrollableContainer, ScrollableContainer
 from textual.screen import Screen
+from textual.widgets import Button, Footer, Header, Label, Markdown, Static
 
 import heurams.services.version as version
 from heurams.context import *

src/heurams/interface/screens/dashboard.py

@@ -1,26 +1,20 @@
 #!/usr/bin/env python3
+import pathlib
+
 from textual.app import ComposeResult
-from textual.widgets import (
-    Header,
-    Footer,
-    Label,
-    ListView,
-    ListItem,
-    Button,
-    Static,
-)
 from textual.containers import ScrollableContainer
 from textual.screen import Screen
+from textual.widgets import (Button, Footer, Header, Label, ListItem, ListView,
+                             Static)
 
-from heurams.kernel.particles import *
-from heurams.context import *
-import heurams.services.version as version
 import heurams.services.timer as timer
-from .preparation import PreparationScreen
+import heurams.services.version as version
-from .about import AboutScreen
+from heurams.context import *
+from heurams.kernel.particles import *
 from heurams.services.logger import get_logger
 
-import pathlib
+from .about import AboutScreen
+from .preparation import PreparationScreen
 
 logger = get_logger(__name__)
 
@@ -51,8 +45,8 @@ class DashboardScreen(Screen):
         res = dict()
         filestem = pathlib.Path(filename).stem
         res[0] = f"{filename}\0"
-        from heurams.kernel.particles.loader import load_electron
         import heurams.kernel.particles as pt
+        from heurams.kernel.particles.loader import load_electron
 
         electron_file_path = pathlib.Path(config_var.get()["paths"]["electron_dir"]) / (
             filestem + ".json"
@@ -80,7 +74,7 @@ class DashboardScreen(Screen):
                 is_activated = 1
             nextdate = min(nextdate, i.nextdate())
         res[1] = f"下一次复习: {nextdate}\n"
-        res[1] += f"{is_due if "需要复习" else "当前无需复习"}"
+        res[1] += f"{"需要复习" if is_due else "当前无需复习"}"
         if not is_activated:
             res[1] = "  尚未激活"
         return res

src/heurams/interface/screens/memorizor.py

@@ -1,16 +1,18 @@
 #!/usr/bin/env python3
-from textual.app import ComposeResult
-from textual.widgets import Header, Footer, Label, Static, Button
-from textual.containers import Center, ScrollableContainer
-from textual.screen import Screen
-from textual.reactive import reactive
 from enum import Enum, auto
 
-from heurams.services.logger import get_logger
+from textual.app import ComposeResult
-from heurams.context import config_var
+from textual.containers import Center, ScrollableContainer
-from heurams.kernel.reactor import *
+from textual.reactive import reactive
+from textual.screen import Screen
+from textual.widgets import Button, Footer, Header, Label, Static
+
 import heurams.kernel.particles as pt
 import heurams.kernel.puzzles as pz
+from heurams.context import config_var
+from heurams.kernel.reactor import *
+from heurams.services.logger import get_logger
+
 from .. import shim
 
 
@@ -44,14 +46,14 @@ class MemScreen(Screen):
     ) -> None:
         super().__init__(name, id, classes)
         self.atoms = atoms
+        for i in self.atoms:
+            i.do_eval()
         self.phaser = Phaser(atoms)
         # logger.debug(self.phaser.state)
         self.procession: Procession = self.phaser.current_procession()  # type: ignore
         self.atom: pt.Atom = self.procession.current_atom
         # logger.debug(self.phaser.state)
         # self.procession.forward(1)
-        for i in atoms:
-            i.do_eval()
 
     def on_mount(self):
         self.load_puzzle()
@@ -142,8 +144,21 @@ class MemScreen(Screen):
         self.atom.lock(1)
 
     def action_play_voice(self):
+        self.run_worker(self.play_voice, exclusive=True, thread=True)
+
+    def play_voice(self):
         """朗读当前内容"""
-        pass
+        from heurams.services.audio_service import play_by_path
+        from pathlib import Path
+        from heurams.services.hasher import get_md5
+        path = Path(config_var.get()['paths']["cache_dir"])
+        path = path / f"{get_md5(self.atom.registry['nucleon'].metadata["formation"]["tts_text"])}.wav"
+        if path.exists():
+            play_by_path(path)
+        else:
+            from heurams.services.tts_service import convertor
+            convertor(self.atom.registry['nucleon'].metadata["formation"]["tts_text"], path)
+            play_by_path(path)
 
     def action_toggle_dark(self):
         self.app.action_toggle_dark()

src/heurams/interface/screens/nucreator.py

@@ -1,21 +1,15 @@
 #!/usr/bin/env python3
+from pathlib import Path
+
+import toml
 from textual.app import ComposeResult
-from textual.widgets import (
-    Header,
-    Footer,
-    Label,
-    Input,
-    Select,
-    Button,
-    Markdown,
-)
 from textual.containers import ScrollableContainer
 from textual.screen import Screen
+from textual.widgets import (Button, Footer, Header, Input, Label, Markdown,
+                             Select)
 
-from heurams.services.version import ver
-import toml
-from pathlib import Path
 from heurams.context import config_var
+from heurams.services.version import ver
 
 
 class NucleonCreatorScreen(Screen):
@@ -27,6 +21,7 @@ class NucleonCreatorScreen(Screen):
 
     def search_templates(self):
         from pathlib import Path
+
         from heurams.context import config_var
 
         template_dir = Path(config_var.get()["paths"]["template_dir"])

src/heurams/interface/screens/precache.py

@@ -1,22 +1,15 @@
 #!/usr/bin/env python3
-from textual.app import ComposeResult
-from textual.widgets import (
-    Header,
-    Footer,
-    Label,
-    Button,
-    Static,
-    ProgressBar,
-)
-from textual.containers import ScrollableContainer, Horizontal
-from textual.containers import ScrollableContainer
-from textual.screen import Screen
 import pathlib
 
+from textual.app import ComposeResult
+from textual.containers import Horizontal, ScrollableContainer
+from textual.screen import Screen
+from textual.widgets import Button, Footer, Header, Label, ProgressBar, Static
+from textual.worker import get_current_worker
+
 import heurams.kernel.particles as pt
 import heurams.services.hasher as hasher
 from heurams.context import *
-from textual.worker import get_current_worker
 
 
 class PrecachingScreen(Screen):
@@ -46,7 +39,9 @@ class PrecachingScreen(Screen):
         self.desc = desc
         for i in nucleons:
             i: pt.Nucleon
-            i.do_eval()
+            atom = pt.Atom()
+            atom.link("nucleon", i)
+            atom.do_eval()
         # print("完成 EVAL")
 
     def compose(self) -> ComposeResult:
@@ -96,17 +91,15 @@ class PrecachingScreen(Screen):
 
     def precache_by_text(self, text: str):
         """预缓存单段文本的音频"""
-        from heurams.context import rootdir, workdir, config_var
+        from heurams.context import config_var, rootdir, workdir
 
         cache_dir = pathlib.Path(config_var.get()["paths"]["cache_dir"])
         cache_dir.mkdir(parents=True, exist_ok=True)
         cache_file = cache_dir / f"{hasher.get_md5(text)}.wav"
         if not cache_file.exists():
-            try:  # TODO: 调用模块消除tts耦合
+            try:
-                import edge_tts as tts
+                from heurams.services.tts_service import convertor
-
+                convertor(text, cache_file)
-                communicate = tts.Communicate(text, "zh-CN-XiaoxiaoNeural")
-                communicate.save_sync(str(cache_file))
                 return 1
             except Exception as e:
                 print(f"预缓存失败 '{text}': {e}")
@@ -166,7 +159,7 @@ class PrecachingScreen(Screen):
 
     def precache_all_files(self):
         """预缓存所有文件"""
-        from heurams.context import rootdir, workdir, config_var
+        from heurams.context import config_var, rootdir, workdir
 
         nucleon_path = pathlib.Path(config_var.get()["paths"]["nucleon_dir"])
         nucleon_files = [
@@ -185,7 +178,9 @@ class PrecachingScreen(Screen):
         self.total = len(nu)
         for i in nu:
             i: pt.Nucleon
-            i.do_eval()
+            atom = pt.Atom()
+            atom.link("nucleon", i)
+            atom.do_eval()
         return self.precache_by_list(nu)
 
     def on_button_pressed(self, event: Button.Pressed) -> None:
@@ -220,7 +215,8 @@ class PrecachingScreen(Screen):
             # 清空缓存
             try:
                 import shutil
-                from heurams.context import rootdir, workdir, config_var
+
+                from heurams.context import config_var, rootdir, workdir
 
                 shutil.rmtree(
                     f"{config_var.get()["paths"]["cache_dir"]}", ignore_errors=True

src/heurams/interface/screens/preparation.py

@@ -1,21 +1,15 @@
 #!/usr/bin/env python3
 from textual.app import ComposeResult
-from textual.widgets import (
-    Header,
-    Footer,
-    Label,
-    Static,
-    Button,
-    Markdown,
-)
 from textual.containers import ScrollableContainer
+from textual.reactive import reactive
 from textual.screen import Screen
-from heurams.context import config_var
+from textual.widget import Widget
+from textual.widgets import Button, Footer, Header, Label, Markdown, Static
+
 import heurams.kernel.particles as pt
 import heurams.services.hasher as hasher
 from heurams.context import *
-from textual.reactive import reactive
+from heurams.context import config_var
-from textual.widget import Widget
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/interface/screens/synctool.py

@@ -1,22 +1,15 @@
 #!/usr/bin/env python3
-from textual.app import ComposeResult
-from textual.widgets import (
-    Header,
-    Footer,
-    Label,
-    Button,
-    Static,
-    ProgressBar,
-)
-from textual.containers import ScrollableContainer, Horizontal
-from textual.containers import ScrollableContainer
-from textual.screen import Screen
 import pathlib
 
+from textual.app import ComposeResult
+from textual.containers import Horizontal, ScrollableContainer
+from textual.screen import Screen
+from textual.widgets import Button, Footer, Header, Label, ProgressBar, Static
+from textual.worker import get_current_worker
+
 import heurams.kernel.particles as pt
 import heurams.services.hasher as hasher
 from heurams.context import *
-from textual.worker import get_current_worker
 
 
 class SyncScreen(Screen):

src/heurams/interface/shim.py

@@ -1,10 +1,11 @@
 """Kernel 操作辅助函数库"""
 
 import random
+from typing import TypedDict
+
+import heurams.interface.widgets as pzw
 import heurams.kernel.particles as pt
 import heurams.kernel.puzzles as pz
-import heurams.interface.widgets as pzw
-from typing import TypedDict
 
 staging = {}  # 细粒度缓存区, 是 ident -> quality 的封装
 

src/heurams/interface/widgets/base_puzzle_widget.py

@@ -1,6 +1,8 @@
 from typing import Iterable
+
 from textual.app import ComposeResult
 from textual.widget import Widget
+
 import heurams.kernel.particles as pt
 
 

src/heurams/interface/widgets/basic_puzzle.py

@@ -1,13 +1,11 @@
-from textual.widgets import (
+from textual.containers import Horizontal, ScrollableContainer
-    Label,
-    Static,
-    Button,
-)
-from textual.containers import ScrollableContainer, Horizontal
-from textual.widget import Widget
-import heurams.kernel.particles as pt
-from .base_puzzle_widget import BasePuzzleWidget
 from textual.message import Message
+from textual.widget import Widget
+from textual.widgets import Button, Label, Static
+
+import heurams.kernel.particles as pt
+
+from .base_puzzle_widget import BasePuzzleWidget
 
 
 class BasicEvaluation(BasePuzzleWidget):
@@ -51,7 +49,7 @@ class BasicEvaluation(BasePuzzleWidget):
         # 显示主要内容
         yield Label(self.atom.registry["nucleon"]["content"], id="main")
 
-        # 显示评估说明（可选）
+        # 显示评估说明(可选)
         yield Static("请评估你对这个内容的记忆程度: ", classes="instruction")
 
         # 按钮容器

src/heurams/interface/widgets/cloze_puzzle.py

@@ -1,17 +1,17 @@
-from textual.widgets import (
-    Label,
-    Button,
-)
-from textual.widget import Widget
-import heurams.kernel.particles as pt
-import heurams.kernel.puzzles as pz
-from .base_puzzle_widget import BasePuzzleWidget
 import copy
 import random
+from typing import TypedDict
+
 from textual.containers import Container
 from textual.message import Message
+from textual.widget import Widget
+from textual.widgets import Button, Label
+
+import heurams.kernel.particles as pt
+import heurams.kernel.puzzles as pz
 from heurams.services.logger import get_logger
-from typing import TypedDict
+
+from .base_puzzle_widget import BasePuzzleWidget
 
 logger = get_logger(__name__)
 

src/heurams/interface/widgets/finished.py

@@ -1,8 +1,5 @@
-from textual.widgets import (
-    Label,
-    Button,
-)
 from textual.widget import Widget
+from textual.widgets import Button, Label
 
 
 class Finished(Widget):

src/heurams/interface/widgets/mcq_puzzle.py

@@ -1,17 +1,17 @@
 # 单项选择题
-from textual.widgets import (
+from typing import TypedDict
-    Label,
+
-    Button,
+from textual.containers import Container, ScrollableContainer
-)
-from textual.containers import ScrollableContainer, Container
 from textual.widget import Widget
+from textual.widgets import Button, Label
+
 import heurams.kernel.particles as pt
 import heurams.kernel.puzzles as pz
-from .base_puzzle_widget import BasePuzzleWidget
-from typing import TypedDict
 from heurams.services.hasher import hash
 from heurams.services.logger import get_logger
 
+from .base_puzzle_widget import BasePuzzleWidget
+
 logger = get_logger(__name__)
 
 
@@ -61,11 +61,16 @@ class MCQPuzzle(BasePuzzleWidget):
         self.puzzle.refresh()
 
     def compose(self):
-        self.atom.registry["nucleon"].do_eval()
         setting: Setting = self.atom.registry["nucleon"].metadata["orbital"]["puzzles"][
             self.alia
         ]
         logger.debug(f"Puzzle Setting: {setting}")
+        logger.debug(f"WIRED INDEX: {len(self.inputlist)}")
+        if len(self.inputlist) > len(self.puzzle.options):
+            logger.debug("ERR IDX")
+            logger.debug(self.inputlist)
+            logger.debug(self.puzzle.options)
+        else:
             current_options = self.puzzle.options[len(self.inputlist)]
         yield Label(setting["primary"], id="sentence")
         yield Label(self.puzzle.wording[len(self.inputlist)], id="puzzle")
@@ -116,7 +121,7 @@ class MCQPuzzle(BasePuzzleWidget):
 
                 self.screen.rating = rating  # type: ignore
                 self.handler(rating)
-                # 重置输入（如果回答错误）
+                # 重置输入(如果回答错误)
                 if not is_correct:
                     self.inputlist = []
                     self.refresh_buttons()
@@ -127,7 +132,7 @@ class MCQPuzzle(BasePuzzleWidget):
                 self.update_display()
 
     def refresh_buttons(self):
-        """刷新按钮显示（用于题目切换）"""
+        """刷新按钮显示(用于题目切换)"""
         # 移除所有选项按钮
         logger.debug("刷新按钮")
         self.cursor += 1

src/heurams/interface/widgets/placeholder.py

@@ -1,8 +1,5 @@
-from textual.widgets import (
-    Label,
-    Button,
-)
 from textual.widget import Widget
+from textual.widgets import Button, Label
 
 
 class Placeholder(Widget):

src/heurams/interface/widgets/recognition.py

@@ -1,20 +1,17 @@
-from textual.reactive import reactive
-from textual.widgets import (
-    Markdown,
-    Label,
-    Static,
-    Button,
-)
-from textual.containers import Center
-from textual.widget import Widget
-from typing import Dict
-import heurams.kernel.particles as pt
 import re
-from .base_puzzle_widget import BasePuzzleWidget
+from typing import Dict, List, TypedDict
-from typing import TypedDict, List
+
+from textual.containers import Center
 from textual.message import Message
+from textual.reactive import reactive
+from textual.widget import Widget
+from textual.widgets import Button, Label, Markdown, Static
+
+import heurams.kernel.particles as pt
 from heurams.services.logger import get_logger
 
+from .base_puzzle_widget import BasePuzzleWidget
+
 logger = get_logger(__name__)
 
 
@@ -52,6 +49,10 @@ class Recognition(BasePuzzleWidget):
         self.alia = alia
 
     def compose(self):
+        from heurams.context import config_var
+        autovoice = config_var.get()['interface']['memorizor']['autovoice']
+        if autovoice:
+            self.screen.action_play_voice() # type: ignore
         cfg: RecognitionConfig = self.atom.registry["orbital"]["puzzles"][self.alia]
         delim = self.atom.registry["nucleon"].metadata["formation"]["delimiter"]
         replace_dict = {
@@ -71,7 +72,8 @@ class Recognition(BasePuzzleWidget):
         primary = cfg["primary"]
 
         with Center():
-            yield Static(f"[dim]{cfg['top_dim']}[/]")
+            for i in cfg['top_dim']:
+                yield Static(f"[dim]{i}[/]")
             yield Label("")
 
         for old, new in replace_dict.items():

src/heurams/kernel/algorithms/__init__.py

@@ -1,6 +1,8 @@
-from .sm2 import SM2Algorithm
 from heurams.services.logger import get_logger
 
+from .sm2 import SM2Algorithm
+from .sm15m import SM15MAlgorithm
+
 logger = get_logger(__name__)
 
 __all__ = [
@@ -9,7 +11,8 @@ __all__ = [
 
 algorithms = {
     "SM-2": SM2Algorithm,
-    "supermemo2": SM2Algorithm,
+    "SM-15M": SM15MAlgorithm,
+    # "SM-15M": SM15MAlgorithm,
 }
 
 logger.debug("算法模块初始化完成, 注册的算法: %s", list(algorithms.keys()))

src/heurams/kernel/algorithms/base.py

@@ -1,5 +1,6 @@
-import heurams.services.timer as timer
 from typing import TypedDict
+
+import heurams.services.timer as timer
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/kernel/algorithms/sm15m.py

@@ -0,0 +1,283 @@
+"""
+SM-15 接口兼容实现, 基于 SM-15 算法的逆向工程
+全局状态保存在文件中, 项目状态通过 algodata 字典传递
+
+基于: https://github.com/slaypni/sm.js
+原始 CoffeeScript 代码: (c) 2014 Kazuaki Tanida
+MIT 许可证
+"""
+
+import datetime
+import json
+import os
+from typing import TypedDict
+import pathlib
+from heurams.context import config_var
+from heurams.kernel.algorithms.sm15m_calc import (MAX_AF, MIN_AF, NOTCH_AF,
+                                                  RANGE_AF, RANGE_REPETITION,
+                                                  SM, THRESHOLD_RECALL, Item)
+
+# 全局状态文件路径
+_GLOBAL_STATE_FILE = os.path.expanduser(pathlib.Path(config_var.get()['paths']['global_dir']) / 'sm15m_global_state.json')
+
+
+def _get_global_sm():
+    """获取全局 SM 实例, 从文件加载或创建新的"""
+    if os.path.exists(_GLOBAL_STATE_FILE):
+        try:
+            with open(_GLOBAL_STATE_FILE, "r", encoding="utf-8") as f:
+                data = json.load(f)
+            sm_instance = SM.load(data)
+            return sm_instance
+        except Exception:
+            # 如果加载失败, 创建新的实例
+            pass
+
+    # 创建新的 SM 实例
+    sm_instance = SM()
+    # 保存初始状态
+    _save_global_sm(sm_instance)
+    return sm_instance
+
+
+def _save_global_sm(sm_instance):
+    """保存全局 SM 实例到文件"""
+    try:
+        data = sm_instance.data()
+        with open(_GLOBAL_STATE_FILE, "w", encoding="utf-8") as f:
+            json.dump(data, f, indent=2)
+    except Exception:
+        # 忽略保存错误
+        pass
+
+
+class SM15MAlgorithm:
+    algo_name = "SM-15M"
+
+    class AlgodataDict(TypedDict):
+        efactor: float
+        real_rept: int
+        rept: int
+        interval: int
+        last_date: int
+        next_date: int
+        is_activated: int
+        last_modify: float
+
+    defaults = {
+        "efactor": 2.5,
+        "real_rept": 0,
+        "rept": 0,
+        "interval": 0,
+        "last_date": 0,
+        "next_date": 0,
+        "is_activated": 0,
+        "last_modify": 0.0,
+    }
+
+    @classmethod
+    def _get_timestamp(cls):
+        """获取当前时间戳(秒)"""
+        return datetime.datetime.now().timestamp()
+
+    @classmethod
+    def _get_daystamp(cls):
+        """获取当前天数戳(从某个纪元开始的天数)"""
+        # 使用与原始 SM-2 相同的纪元：1970-01-01
+        now = datetime.datetime.now()
+        epoch = datetime.datetime(1970, 1, 1)
+        delta = now - epoch
+        return delta.days
+
+    @classmethod
+    def _algodata_to_item(cls, algodata, sm_instance):
+        """将 algodata 转换为 Item 实例"""
+        # 从 algodata 获取 SM-2 数据
+        sm15_data = algodata.get(cls.algo_name, cls.defaults.copy())
+
+        # 创建 Item 实例
+        item = Item(sm_instance)
+
+        # 映射字段
+        # efactor -> A-Factor (需要转换)
+        efactor = sm15_data.get("efactor", 2.5)
+        # SM-2 的 efactor 范围 [1.3, 2.5+], SM-15 的 A-Factor 范围 [1.2, 6.9]
+        # 简单线性映射：af = (efactor - 1.3) * (MAX_AF - MIN_AF) / (2.5 - 1.3) + MIN_AF
+        # 但 efactor 可能大于 2.5, 所以需要限制
+        af = max(MIN_AF, min(MAX_AF, efactor * 2.0))  # 粗略映射
+        # 调试
+        # print(f"DEBUG: efactor={efactor}, af before set={af}")
+        item.af(af)
+        # print(f"DEBUG: item.af() after set={item.af()}")
+
+        # rept -> repetition (成功回忆次数)
+        rept = sm15_data.get("rept", 0)
+        item.repetition = (
+            rept - 1 if rept > 0 else -1
+        )  # SM-15 中 repetition=-1 表示新项目
+
+        # real_rept -> lapse? 或者忽略
+        real_rept = sm15_data.get("real_rept", 0)
+        # 可以存储在 value 中或忽略
+
+        # interval -> optimum_interval (需要从天数转换为毫秒)
+        interval_days = sm15_data.get("interval", 0)
+        if interval_days == 0:
+            item.optimum_interval = sm_instance.interval_base
+        else:
+            item.optimum_interval = interval_days * 24 * 60 * 60 * 1000  # 天转毫秒
+
+        # last_date -> previous_date
+        last_date_days = sm15_data.get("last_date", 0)
+        if last_date_days > 0:
+            epoch = datetime.datetime(1970, 1, 1)
+            item.previous_date = epoch + datetime.timedelta(days=last_date_days)
+
+        # next_date -> due_date
+        next_date_days = sm15_data.get("next_date", 0)
+        if next_date_days > 0:
+            epoch = datetime.datetime(1970, 1, 1)
+            item.due_date = epoch + datetime.timedelta(days=next_date_days)
+
+        # is_activated 和 last_modify 忽略
+
+        # 将原始 algodata 保存在 value 中以便恢复
+        item.value = {
+            "front": "SM-15 item",
+            "back": "SM-15 item",
+            "_sm15_data": sm15_data,
+        }
+
+        return item
+
+    @classmethod
+    def _item_to_algodata(cls, item, algodata):
+        """将 Item 实例状态写回 algodata"""
+        if cls.algo_name not in algodata:
+            algodata[cls.algo_name] = cls.defaults.copy()
+
+        sm15_data = algodata[cls.algo_name]
+
+        # A-Factor -> efactor (反向映射)
+        af = item.af()
+        if af is None:
+            af = MIN_AF
+        # 反向粗略映射
+        efactor = max(1.3, min(af / 2.0, 10.0))  # 限制范围
+        # 调试
+        # print(f"DEBUG: item.af()={af}, computed efactor={efactor}")
+        sm15_data["efactor"] = efactor
+
+        # repetition -> rept
+        rept = item.repetition + 1 if item.repetition >= 0 else 0
+        sm15_data["rept"] = rept
+
+        # real_rept: 递增在 revisor 中处理, 这里保持不变
+        # 但如果没有 real_rept 字段, 则初始化为0
+        if "real_rept" not in sm15_data:
+            sm15_data["real_rept"] = 0
+
+        # optimum_interval -> interval (毫秒转天)
+        interval_ms = item.optimum_interval
+        if interval_ms == item.sm.interval_base:
+            sm15_data["interval"] = 0
+        else:
+            interval_days = max(0, round(interval_ms / (24 * 60 * 60 * 1000)))
+            sm15_data["interval"] = interval_days
+
+        # previous_date -> last_date
+        if item.previous_date:
+            epoch = datetime.datetime(1970, 1, 1)
+            last_date_days = (item.previous_date - epoch).days
+            sm15_data["last_date"] = last_date_days
+        else:
+            sm15_data["last_date"] = 0
+
+        # due_date -> next_date
+        if item.due_date:
+            epoch = datetime.datetime(1970, 1, 1)
+            next_date_days = (item.due_date - epoch).days
+            sm15_data["next_date"] = next_date_days
+        else:
+            sm15_data["next_date"] = 0
+
+        # is_activated: 保持不变或设为1
+        if "is_activated" not in sm15_data:
+            sm15_data["is_activated"] = 1
+
+        # last_modify: 更新时间戳
+        sm15_data["last_modify"] = cls._get_timestamp()
+
+        return algodata
+
+    @classmethod
+    def revisor(
+        cls, algodata: dict, feedback: int = 5, is_new_activation: bool = False
+    ):
+        """SM-15 算法迭代决策机制实现"""
+        # 获取全局 SM 实例
+        sm_instance = _get_global_sm()
+
+        # 将 algodata 转换为 Item
+        item = cls._algodata_to_item(algodata, sm_instance)
+
+        # 处理 is_new_activation
+        if is_new_activation:
+            # 重置为初始状态
+            item.repetition = -1
+            item.lapse = 0
+            item.optimum_interval = sm_instance.interval_base
+            item.previous_date = None
+            item.due_date = datetime.datetime.fromtimestamp(0)
+            item.af(2.5)  # 重置 efactor
+
+        # 将项目临时添加到 SM 实例(以便 answer 更新共享状态)
+        sm_instance.q.append(item)
+
+        # 处理反馈(评分)
+        # SM-2 的 feedback 是 0-5, SM-15 的 grade 也是 0-5
+        grade = feedback
+        now = datetime.datetime.now()
+
+        # 调用 answer 方法
+        item.answer(grade, now)
+
+        # 更新共享状态(FI-Graph, ForgettingCurves, OFM)
+        if item.repetition >= 0:
+            sm_instance.forgetting_curves.register_point(grade, item, now)
+            sm_instance.ofm.update()
+            sm_instance.fi_g.update(grade, item, now)
+
+        # 从队列中移除项目
+        sm_instance.q.remove(item)
+
+        # 保存全局状态
+        _save_global_sm(sm_instance)
+
+        # 将更新后的 Item 状态写回 algodata
+        cls._item_to_algodata(item, algodata)
+
+        # 更新 real_rept(总复习次数)
+        algodata[cls.algo_name]["real_rept"] += 1
+
+    @classmethod
+    def is_due(cls, algodata):
+        """检查项目是否到期"""
+        sm15_data = algodata.get(cls.algo_name, cls.defaults.copy())
+        next_date_days = sm15_data.get("next_date", 0)
+        current_daystamp = cls._get_daystamp()
+        return next_date_days <= current_daystamp
+
+    @classmethod
+    def rate(cls, algodata):
+        """获取项目的评分(返回 efactor 字符串)"""
+        sm15_data = algodata.get(cls.algo_name, cls.defaults.copy())
+        efactor = sm15_data.get("efactor", 2.5)
+        return str(efactor)
+
+    @classmethod
+    def nextdate(cls, algodata) -> int:
+        """获取下次复习日期(天数戳)"""
+        sm15_data = algodata.get(cls.algo_name, cls.defaults.copy())
+        next_date_days = sm15_data.get("next_date", 0)
+        return next_date_days

src/heurams/kernel/algorithms/sm2.py

@@ -1,8 +1,10 @@
-from .base import BaseAlgorithm
-import heurams.services.timer as timer
 from typing import TypedDict
+
+import heurams.services.timer as timer
 from heurams.services.logger import get_logger
 
+from .base import BaseAlgorithm
+
 logger = get_logger(__name__)
 
 

src/heurams/kernel/particles/__init__.py

@@ -9,12 +9,12 @@ from heurams.services.logger import get_logger
 logger = get_logger(__name__)
 logger.debug("粒子模块已加载")
 
+from .atom import Atom, atom_registry
 from .electron import Electron
+from .loader import load_electron, load_nucleon
 from .nucleon import Nucleon
 from .orbital import Orbital
-from .atom import Atom, atom_registry
 from .probe import probe_all, probe_by_filename
-from .loader import load_nucleon, load_electron
 
 __all__ = [
     "Electron",

src/heurams/kernel/particles/atom.py

@@ -1,14 +1,17 @@
+import json
+import pathlib
+import typing
+from typing import TypedDict
+
+import bidict
+import toml
+
+from heurams.context import config_var
+from heurams.services.logger import get_logger
+
 from .electron import Electron
 from .nucleon import Nucleon
 from .orbital import Orbital
-from typing import TypedDict
-import pathlib
-import typing
-import toml
-import json
-import bidict
-from heurams.context import config_var
-from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 
@@ -59,7 +62,6 @@ class Atom:
             "orbital_fmt": "toml",
             "runtime": {"locked": False, "min_rate": 0x3F3F3F3F, "newact": False},
         }
-        self.do_eval()
         logger.debug("Atom 初始化完成")
 
     def link(self, key, value):
@@ -67,14 +69,63 @@ class Atom:
         if key in self.registry.keys():
             self.registry[key] = value
             logger.debug("键 '%s' 已链接, 触发 do_eval", key)
-            self.do_eval()
+            if key == "electron":
-            if key == 'electron':
+                if self.registry["electron"].is_activated() == 0:
-                if self.registry['electron'].is_activated() == 0:
+                    self.registry["runtime"]["newact"] = True
-                    self.registry['runtime']['newact'] = True
         else:
             logger.error("尝试链接不受支持的键: '%s'", key)
             raise ValueError("不受支持的原子元数据链接操作")
 
+    def do_eval(self):
+        """
+        执行并以结果替换当前单元的所有 eval 语句
+        TODO: 带有限制的 eval, 异步/多线程执行避免堵塞
+        """
+        logger.debug("EVAL 开始")
+
+        # eval 环境设置
+        def eval_with_env(s: str):
+            default = config_var.get()["puzzles"]
+            payload = self.registry['nucleon'].payload
+            metadata = self.registry['nucleon'].metadata
+            eval_value = eval(s)
+            if isinstance(eval_value, (int, float)):
+                ret = str(eval_value)
+            else:
+                ret = eval_value
+            logger.debug(
+                "eval 执行成功: '%s' -> '%s'",
+                s,
+                str(ret)[:50] + "..." if len(ret) > 50 else ret,
+            )
+            return ret
+
+        def traverse(data, modifier):
+            if isinstance(data, dict):
+                for key, value in data.items():
+                    data[key] = traverse(value, modifier)
+                return data
+            elif isinstance(data, list):
+                for i, item in enumerate(data):
+                    data[i] = traverse(item, modifier)
+                return data
+            elif isinstance(data, tuple):
+                return tuple(traverse(item, modifier) for item in data)
+            else:
+                if isinstance(data, str):
+                    if data.startswith("eval:"):
+                        logger.debug("发现 eval 表达式: '%s'", data[5:])
+                        return modifier(data[5:])
+                return data
+        try:
+            traverse(self.registry['nucleon'].payload, eval_with_env)
+            traverse(self.registry['nucleon'].metadata, eval_with_env)
+            traverse(self.registry['orbital'], eval_with_env)
+        except Exception as e:
+            ret = f"此 eval 实例发生错误: {e}"
+            logger.warning(ret)
+        logger.debug("EVAL 完成")
+
     def minimize(self, rating):
         """效果等同于 self.registry['runtime']['min_rate'] = min(rating, self.registry['runtime']['min_rate'])
 
@@ -104,84 +155,13 @@ class Atom:
         """
         if self.registry["runtime"]["locked"]:
             logger.debug(f"允许总评分: {self.registry['runtime']['min_rate']}")
-            self.registry["electron"].revisor(self.registry["runtime"]["min_rate"], is_new_activation=self.registry["runtime"]["newact"])
+            self.registry["electron"].revisor(
+                self.registry["runtime"]["min_rate"],
+                is_new_activation=self.registry["runtime"]["newact"],
+            )
         else:
             logger.debug("禁止总评分")
 
-    def do_eval(self):
-        """
-        执行并以结果替换当前单元的所有 eval 语句
-        TODO: 带有限制的 eval, 异步/多线程执行避免堵塞
-        """
-        logger.debug("Atom.do_eval 开始")
-
-        # eval 环境设置
-        def eval_with_env(s: str):
-            # 初始化默认值
-            nucleon = self.registry["nucleon"]
-            default = {}
-            metadata = {}
-            try:
-                default = config_var.get()["puzzles"]
-                metadata = nucleon.metadata
-            except Exception:
-                # 如果无法获取配置或元数据, 使用空字典
-                logger.debug("无法获取配置或元数据, 使用空字典")
-                pass
-            try:
-                eval_value = eval(s)
-                if isinstance(eval_value, (list, dict)):
-                    ret = eval_value
-                else:
-                    ret = str(eval_value)
-                logger.debug(
-                    "eval 执行成功: '%s' -> '%s'",
-                    s,
-                    str(ret)[:50] + "..." if len(ret) > 50 else ret,
-                )
-            except Exception as e:
-                ret = f"此 eval 实例发生错误: {e}"
-                logger.warning("eval 执行错误: '%s' -> %s", s, e)
-            return ret
-
-        def traverse(data, modifier):
-            if isinstance(data, dict):
-                for key, value in data.items():
-                    data[key] = traverse(value, modifier)
-                return data
-            elif isinstance(data, list):
-                for i, item in enumerate(data):
-                    data[i] = traverse(item, modifier)
-                return data
-            elif isinstance(data, tuple):
-                return tuple(traverse(item, modifier) for item in data)
-            else:
-                if isinstance(data, str):
-                    if data.startswith("eval:"):
-                        logger.debug("发现 eval 表达式: '%s'", data[5:])
-                        return modifier(data[5:])
-                return data
-
-        # 如果 nucleon 存在且有 do_eval 方法, 调用它
-        nucleon = self.registry["nucleon"]
-        if nucleon is not None and hasattr(nucleon, "do_eval"):
-            nucleon.do_eval()
-            logger.debug("已调用 nucleon.do_eval")
-
-        # 如果 electron 存在且其 algodata 包含 eval 字符串, 遍历它
-        electron = self.registry["electron"]
-        if electron is not None and hasattr(electron, "algodata"):
-            traverse(electron.algodata, eval_with_env)
-            logger.debug("已处理 electron algodata eval")
-
-        # 如果 orbital 存在且是字典, 遍历它
-        orbital = self.registry["orbital"]
-        if orbital is not None and isinstance(orbital, dict):
-            traverse(orbital, eval_with_env)
-            logger.debug("orbital eval 完成")
-
-        logger.debug("Atom.do_eval 完成")
-
     def persist(self, key):
         logger.debug("Atom.persist: key='%s'", key)
         path: pathlib.Path | None = self.registry[key + "_path"]

src/heurams/kernel/particles/electron.py

@@ -9,7 +9,7 @@ logger = get_logger(__name__)
 class Electron:
     """电子: 记忆分析元数据及算法"""
 
-    def __init__(self, ident: str, algodata: dict = {}, algo_name: str = "supermemo2"):
+    def __init__(self, ident: str, algodata: dict = {}, algo_name: str = ""):
         """初始化电子对象 (记忆数据)
 
         Args:
@@ -17,19 +17,21 @@ class Electron:
             algodata: 算法数据字典, 包含算法的各项参数和设置
             algo: 使用的算法模块标识
         """
+        if algo_name == "":
+            algo_name = config_var.get()['algorithm']['default']
         logger.debug(
-            "创建 Electron 实例, ident: '%s', algo_name: '%s'", ident, algo_name
+            "创建 Electron 实例, ident: '%s', algo_name: '%s', algodata: %s", ident, algo_name, algodata
         )
         self.algodata = algodata
         self.ident = ident
         self.algo = algorithms[algo_name]
         logger.debug("使用的算法类: %s", self.algo.__name__)
 
-        if self.algo not in self.algodata.keys():
+        if self.algo.algo_name not in self.algodata.keys():
             self.algodata[self.algo.algo_name] = {}
             logger.debug("算法键 '%s' 不存在, 已创建空字典", self.algo)
         if not self.algodata[self.algo.algo_name]:
-            logger.debug("算法数据为空, 使用默认值初始化")
+            logger.debug(f"算法数据为空, 使用默认值初始化{self.algodata[self.algo.algo_name]}")
             self._default_init(self.algo.defaults)
         else:
             logger.debug("算法数据已存在, 跳过默认初始化")

src/heurams/kernel/particles/loader.py

@@ -1,12 +1,15 @@
-from .nucleon import Nucleon
-from .electron import Electron
-import heurams.services.hasher as hasher
-import pathlib
-import toml
 import json
+import pathlib
 from copy import deepcopy
+
+import toml
+
+import heurams.services.hasher as hasher
 from heurams.services.logger import get_logger
 
+from .electron import Electron
+from .nucleon import Nucleon
+
 logger = get_logger(__name__)
 
 
@@ -65,7 +68,7 @@ def load_electron(path: pathlib.Path, fmt="json") -> dict:
         logger.debug("JSON 解析成功, keys: %s", list(dictdata.keys()))
         dic = dict()
         for item, attr in dictdata.items():
-            logger.debug("处理电子项目: %s", item)
+            logger.debug("处理电子项目: %s, %s", item, attr)
             dic[item] = Electron(item, attr)
         logger.debug("load_electron 完成, 加载了 %d 个 Electron 对象", len(dic))
         return dic

src/heurams/kernel/particles/nucleon.py

@@ -49,54 +49,6 @@ class Nucleon:
     def __hash__(self):
         return hash(self.ident)
 
-    def do_eval(self):
-        """
-        执行并以结果替换当前单元的所有 eval 语句
-        TODO: 带有限制的 eval, 异步/多线程执行避免堵塞
-        """
-        logger.debug("Nucleon.do_eval 开始")
-
-        # eval 环境设置
-        def eval_with_env(s: str):
-            try:
-                nucleon = self
-                eval_value = eval(s)
-                if isinstance(eval_value, (int, float)):
-                    ret = str(eval_value)
-                else:
-                    ret = eval_value
-                logger.debug(
-                    "eval 执行成功: '%s' -> '%s'",
-                    s,
-                    str(ret)[:50] + "..." if len(ret) > 50 else ret,
-                )
-            except Exception as e:
-                ret = f"此 eval 实例发生错误: {e}"
-                logger.warning("eval 执行错误: '%s' -> %s", s, e)
-            return ret
-
-        def traverse(data, modifier):
-            if isinstance(data, dict):
-                for key, value in data.items():
-                    data[key] = traverse(value, modifier)
-                return data
-            elif isinstance(data, list):
-                for i, item in enumerate(data):
-                    data[i] = traverse(item, modifier)
-                return data
-            elif isinstance(data, tuple):
-                return tuple(traverse(item, modifier) for item in data)
-            else:
-                if isinstance(data, str):
-                    if data.startswith("eval:"):
-                        logger.debug("发现 eval 表达式: '%s'", data[5:])
-                        return modifier(data[5:])
-                return data
-
-        traverse(self.payload, eval_with_env)
-        traverse(self.metadata, eval_with_env)
-        logger.debug("Nucleon.do_eval 完成")
-
     @staticmethod
     def placeholder():
         """生成一个占位原子核"""

src/heurams/kernel/particles/orbital.py

@@ -1,4 +1,5 @@
 from typing import TypedDict
+
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/kernel/particles/probe.py

@@ -1,5 +1,6 @@
-from heurams.context import config_var
 import pathlib
+
+from heurams.context import config_var
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/kernel/puzzles/base.py

@@ -8,7 +8,7 @@ class BasePuzzle:
     """谜题基类"""
 
     def refresh(self):
-        logger.debug("BasePuzzle.refresh 被调用（未实现）")
+        logger.debug("BasePuzzle.refresh 被调用(未实现)")
         raise NotImplementedError("谜题对象未实现 refresh 方法")
 
     def __str__(self):

src/heurams/kernel/puzzles/cloze.py

@@ -1,7 +1,9 @@
-from .base import BasePuzzle
 import random
+
 from heurams.services.logger import get_logger
 
+from .base import BasePuzzle
+
 logger = get_logger(__name__)
 
 

src/heurams/kernel/puzzles/mcq.py

@@ -1,9 +1,11 @@
 # mcq.py
-from .base import BasePuzzle
 import random
-from typing import List, Dict, Optional, Union
+from typing import Dict, List, Optional, Union
+
 from heurams.services.logger import get_logger
 
+from .base import BasePuzzle
+
 logger = get_logger(__name__)
 
 

src/heurams/kernel/puzzles/recognition.py

@@ -1,8 +1,10 @@
 # mcq.py
-from .base import BasePuzzle
 import random
+
 from heurams.services.logger import get_logger
 
+from .base import BasePuzzle
+
 logger = get_logger(__name__)
 
 
@@ -14,5 +16,5 @@ class RecognitionPuzzle(BasePuzzle):
         super().__init__()
 
     def refresh(self):
-        logger.debug("RecognitionPuzzle.refresh（空实现）")
+        logger.debug("RecognitionPuzzle.refresh(空实现)")
         pass

src/heurams/kernel/reactor/__init__.py

@@ -1,8 +1,9 @@
-from .states import PhaserState, ProcessionState
+from heurams.services.logger import get_logger
-from .procession import Procession
+
 from .fission import Fission
 from .phaser import Phaser
-from heurams.services.logger import get_logger
+from .procession import Procession
+from .states import PhaserState, ProcessionState
 
 logger = get_logger(__name__)
 

src/heurams/kernel/reactor/fission.py

@@ -1,9 +1,11 @@
+import random
+
 import heurams.kernel.particles as pt
 import heurams.kernel.puzzles as puz
-import random
-from .states import PhaserState
 from heurams.services.logger import get_logger
 
+from .states import PhaserState
+
 
 class Fission:
     """裂变器: 单原子调度展开器"""

src/heurams/kernel/reactor/phaser.py

@@ -1,10 +1,11 @@
 # 移相器类定义
 
 import heurams.kernel.particles as pt
-from .states import PhaserState, ProcessionState
-from .procession import Procession
 from heurams.services.logger import get_logger
 
+from .procession import Procession
+from .states import PhaserState, ProcessionState
+
 logger = get_logger(__name__)
 
 

src/heurams/kernel/reactor/procession.py

@@ -1,7 +1,8 @@
 import heurams.kernel.particles as pt
-from .states import PhaserState, ProcessionState
 from heurams.services.logger import get_logger
 
+from .states import PhaserState, ProcessionState
+
 logger = get_logger(__name__)
 
 
@@ -51,7 +52,7 @@ class Procession:
             self.queue.append(atom)
             logger.debug("原子已追加到队列, 新队列长度=%d", len(self.queue))
         else:
-            logger.debug("原子未追加（重复或队列长度<=1）")
+            logger.debug("原子未追加(重复或队列长度<=1)")
 
     def __len__(self):
         length = len(self.queue) - self.cursor

src/heurams/kernel/reactor/states.py

@@ -1,4 +1,5 @@
 from enum import Enum, auto
+
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/providers/audio/__init__.py

@@ -1,8 +1,8 @@
 # 音频播放器, 必须基于文件操作
-from . import termux_audio
-from . import playsound_audio
 from heurams.services.logger import get_logger
 
+from . import playsound_audio, termux_audio
+
 logger = get_logger(__name__)
 
 __all__ = [

src/heurams/providers/audio/playsound_audio.py

@@ -5,7 +5,9 @@
 
 import os
 import pathlib
+
 import playsound
+
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/providers/audio/protocol.py

@@ -1,5 +1,6 @@
-from typing import Protocol
 import pathlib
+from typing import Protocol
+
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/providers/audio/termux_audio.py

@@ -5,6 +5,7 @@
 
 import os
 import pathlib
+
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/providers/llm/openai.py

@@ -2,4 +2,4 @@ from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 
-logger.debug("OpenAI provider 模块已加载（未实现）")
+logger.debug("OpenAI provider 模块已加载(未实现)")

src/heurams/providers/tts/__init__.py

@@ -1,6 +1,7 @@
+from heurams.services.logger import get_logger
+
 from .base import BaseTTS
 from .edge_tts import EdgeTTS
-from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 

src/heurams/providers/tts/base.py

@@ -1,4 +1,5 @@
 import pathlib
+
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/providers/tts/edge_tts.py

@@ -1,7 +1,11 @@
-from .base import BaseTTS
 import pathlib
+
 import edge_tts
+
 from heurams.services.logger import get_logger
+from heurams.context import config_var
+
+from .base import BaseTTS
 
 logger = get_logger(__name__)
 
@@ -15,7 +19,7 @@ class EdgeTTS(BaseTTS):
         try:
             communicate = edge_tts.Communicate(
                 text,
-                "zh-CN-YunjianNeural",
+                config_var.get()['providers']['tts']['edgetts']["voice"],
             )
             logger.debug("EdgeTTS 通信对象创建成功, 正在保存音频")
             communicate.save_sync(str(path))

src/heurams/services/audio_service.py

@@ -1,12 +1,13 @@
 # 音频服务
+from typing import Callable
+
 from heurams.context import config_var
 from heurams.providers.audio import providers as prov
-from typing import Callable
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 
 play_by_path: Callable = prov[config_var.get()["services"]["audio"]].play_by_path
 logger.debug(
-    "音频服务初始化完成, 使用 provider: %s", config_var.get()["services"]["audio"]
+    "音频服务初始化完成, 使用 Provider: %s", config_var.get()["services"]["audio"]
 )

src/heurams/services/config.py

@@ -1,7 +1,9 @@
 # 配置文件服务
 import pathlib
-import toml
 import typing
+
+import toml
+
 from heurams.services.logger import get_logger
 
 

src/heurams/services/hasher.py

@@ -1,5 +1,6 @@
 # 哈希服务
 import hashlib
+
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/services/logger.py

@@ -45,7 +45,7 @@ def setup_logging(
     # 创建formatter
     formatter = logging.Formatter(log_format, date_format)
 
-    # 创建文件handler（使用RotatingFileHandler防止日志过大）
+    # 创建文件handler(使用RotatingFileHandler防止日志过大)
     file_handler = logging.handlers.RotatingFileHandler(
         filename=log_path,
         maxBytes=max_bytes,
@@ -55,7 +55,7 @@ def setup_logging(
     file_handler.setFormatter(formatter)
     file_handler.setLevel(log_level)
 
-    # 配置root logger - 设置为 WARNING 级别（只记录重要信息）
+    # 配置root logger - 设置为 WARNING 级别(只记录重要信息)
     root_logger = logging.getLogger()
     root_logger.setLevel(logging.WARNING)  # 这里改为 WARNING
 
@@ -63,7 +63,7 @@ def setup_logging(
     for handler in root_logger.handlers[:]:
         root_logger.removeHandler(handler)
 
-    # 创建自己的应用logger（单独设置DEBUG级别）
+    # 创建自己的应用logger(单独设置DEBUG级别)
     app_logger = logging.getLogger("heurams")
     app_logger.setLevel(log_level)  # 保持DEBUG级别
     app_logger.addHandler(file_handler)
@@ -146,7 +146,7 @@ def exception(msg: str, *args, **kwargs) -> None:
     get_logger().exception(msg, *args, **kwargs)
 
 
-# 初始化日志系统（硬编码配置）
+# 初始化日志系统(硬编码配置)
 setup_logging()
 
 

src/heurams/services/timer.py

@@ -1,6 +1,7 @@
 # 时间服务
-from heurams.context import config_var
 import time
+
+from heurams.context import config_var
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)

src/heurams/services/tts_service.py

@@ -1,12 +1,13 @@
 # 文本转语音服务
-from heurams.context import config_var
-from heurams.providers.tts import TTSs
 from typing import Callable
+
+from heurams.context import config_var
+from heurams.providers.tts import providers as prov
 from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 
-convert: Callable = TTSs[config_var.get().get("tts_provider")]
+convertor: Callable = prov[config_var.get()["services"]["tts"]].convert
 logger.debug(
-    "TTS服务初始化完成, 使用 provider: %s", config_var.get().get("tts_provider")
+    "TTS服务初始化完成, 使用 provider: %s", config_var.get()["services"]["tts"]
 )

src/heurams/services/version.py

@@ -3,7 +3,7 @@ from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 
-ver = "0.4.0"
+ver = "0.4.2"
 stage = "prototype"
 codename = "fledge"  # 雏鸟, 0.4.x 版本
 

tests/interface/test_dashboard.py

@@ -2,21 +2,22 @@
 """
 DashboardScreen 的测试, 包括单元测试和 pilot 测试.
 """
-import unittest
-import tempfile
 import pathlib
+import tempfile
 import time
-from unittest.mock import patch, MagicMock
+import unittest
+from unittest.mock import MagicMock, patch
+
 from textual.pilot import Pilot
 
 from heurams.context import ConfigContext
-from heurams.services.config import ConfigFile
 from heurams.interface.__main__ import HeurAMSApp
 from heurams.interface.screens.dashboard import DashboardScreen
+from heurams.services.config import ConfigFile
 
 
 class TestDashboardScreenUnit(unittest.TestCase):
-    """DashboardScreen 的单元测试（不启动完整应用）. """
+    """DashboardScreen 的单元测试(不启动完整应用)."""
 
     def setUp(self):
         """在每个测试之前运行, 设置临时目录和配置."""
@@ -66,7 +67,7 @@ class TestDashboardScreenUnit(unittest.TestCase):
         result = screen.compose()
         widgets = list(result)
         # 检查是否包含 Header 和 Footer
-        from textual.widgets import Header, Footer
+        from textual.widgets import Footer, Header
 
         header_present = any(isinstance(w, Header) for w in widgets)
         footer_present = any(isinstance(w, Footer) for w in widgets)

tests/kernel/algorithms/test_sm2.py

@@ -1,5 +1,5 @@
 import unittest
-from unittest.mock import patch, MagicMock
+from unittest.mock import MagicMock, patch
 
 from heurams.kernel.algorithms.sm2 import SM2Algorithm
 
@@ -94,7 +94,7 @@ class TestSM2Algorithm(unittest.TestCase):
         SM2Algorithm.revisor(algodata, feedback=5, is_new_activation=True)
         self.assertEqual(algodata[SM2Algorithm.algo_name]["rept"], 0)
         self.assertEqual(algodata[SM2Algorithm.algo_name]["efactor"], 2.5)
-        # interval 应为 1（因为 rept=0）
+        # interval 应为 1(因为 rept=0)
         self.assertEqual(algodata[SM2Algorithm.algo_name]["interval"], 1)
 
     def test_revisor_efactor_calculation(self):

tests/kernel/particles/test_atom.py

@@ -1,15 +1,16 @@
-import unittest
+import json
-from unittest.mock import patch, MagicMock
 import pathlib
 import tempfile
-import toml
+import unittest
-import json
+from unittest.mock import MagicMock, patch
 
+import toml
+
+from heurams.context import ConfigContext
 from heurams.kernel.particles.atom import Atom, atom_registry
 from heurams.kernel.particles.electron import Electron
 from heurams.kernel.particles.nucleon import Nucleon
 from heurams.kernel.particles.orbital import Orbital
-from heurams.context import ConfigContext
 from heurams.services.config import ConfigFile
 
 

tests/kernel/particles/test_electron.py

@@ -1,9 +1,9 @@
-import unittest
-from unittest.mock import patch, MagicMock
 import sys
+import unittest
+from unittest.mock import MagicMock, patch
 
-from heurams.kernel.particles.electron import Electron
 from heurams.kernel.algorithms import algorithms
+from heurams.kernel.particles.electron import Electron
 
 
 class TestElectron(unittest.TestCase):
@@ -27,7 +27,7 @@ class TestElectron(unittest.TestCase):
         self.assertEqual(electron.algo, algorithms["supermemo2"])
         self.assertIn(electron.algo, electron.algodata)
         self.assertIsInstance(electron.algodata[electron.algo], dict)
-        # 检查默认值（排除动态字段）
+        # 检查默认值(排除动态字段)
         defaults = electron.algo.defaults
         for key, value in defaults.items():
             if key == "last_modify":

tests/kernel/particles/test_nucleon.py

@@ -1,5 +1,5 @@
 import unittest
-from unittest.mock import patch, MagicMock
+from unittest.mock import MagicMock, patch
 
 from heurams.kernel.particles.nucleon import Nucleon
 

tests/kernel/puzzles/test_cloze.py

@@ -1,5 +1,5 @@
 import unittest
-from unittest.mock import patch, MagicMock
+from unittest.mock import MagicMock, patch
 
 from heurams.kernel.puzzles.cloze import ClozePuzzle
 

tests/kernel/puzzles/test_mcq.py

@@ -1,5 +1,5 @@
 import unittest
-from unittest.mock import patch, MagicMock, call
+from unittest.mock import MagicMock, call, patch
 
 from heurams.kernel.puzzles.mcq import MCQPuzzle
 
@@ -48,7 +48,7 @@ class TestMCQPuzzle(unittest.TestCase):
         # 模拟 random.sample 返回前两个映射项
         mock_sample.side_effect = [
             [("q1", "a1"), ("q2", "a2")],  # 选择问题
-            ["j1", "j2", "j3"],  # 为每个问题选择干扰项（实际调用两次）
+            ["j1", "j2", "j3"],  # 为每个问题选择干扰项(实际调用两次)
         ]
         puzzle.refresh()
 
@@ -59,7 +59,7 @@ class TestMCQPuzzle(unittest.TestCase):
         self.assertEqual(puzzle.answer, ["a1", "a2"])
         # 检查 options 列表
         self.assertEqual(len(puzzle.options), 2)
-        # 每个选项列表应包含 4 个选项（正确答案 + 3 个干扰项）
+        # 每个选项列表应包含 4 个选项(正确答案 + 3 个干扰项)
         self.assertEqual(len(puzzle.options[0]), 4)
         self.assertEqual(len(puzzle.options[1]), 4)
         # random.shuffle 应被调用

tests/kernel/reactor/test_phaser.py

@@ -1,10 +1,10 @@
 import unittest
-from unittest.mock import Mock, patch, MagicMock
+from unittest.mock import MagicMock, Mock, patch
 
-from heurams.kernel.reactor.phaser import Phaser
-from heurams.kernel.reactor.states import PhaserState, ProcessionState
 from heurams.kernel.particles.atom import Atom
 from heurams.kernel.particles.electron import Electron
+from heurams.kernel.reactor.phaser import Phaser
+from heurams.kernel.reactor.states import PhaserState, ProcessionState
 
 
 class TestPhaser(unittest.TestCase):