docs: update README and add documentation skeleton

doc/architechture/action.md

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-# 流程参考: 行动模块

doc/architechture/memory.md

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-# 流程参考: 记忆模块
-
-> 仅展示大致流程，缓存命中、持久化等内容在下方流程图中尚未体现
-
-## 前置模块: [MemorySelector](../../Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/selector/MemorySelector.java)
-
-```mermaid
----
-config:
-  layout: elk
-  elk:
-    nodePlacementStrategy: LINEAR_SEGMENTS
----
-
-flowchart TD
-    direction TB
-    
-    Input[输入] --> |主题提取| Extractor
-    subgraph TE [主题提取]
-        Extractor[主题提取模块] --> Extract{主题提取}
-        Extract --> |提取到主题| TopicSet[主题路径集合]
-
-        TopicSet --> TopicPath1[主题路径.1] --> Slice1[记忆切片.1]
-        TopicSet --> TopicPath2[主题路径.2] --> Slice2[记忆切片.2]
-        TopicSet --> TopicPath3[主题路径.3] --> Slice3[记忆切片.3]
-    end
-
-    subgraph  SE [切片评估]
-
-        Evaluator[切片评估模块]
-
-        Slice1 --> Evaluator --> Thread1[评估线程.1] --> Evaluated{评估是否通过}
-        Slice2 --> Evaluator --> Thread2[评估线程.2] --> Evaluated{评估是否通过}
-        Slice3 --> Evaluator --> Thread3[评估线程.3] --> Evaluated{评估是否通过}
-        Evaluated --> |否| Throwed
-    end
-
-    Context[流程上下文]
-    Extract --> |未提取到主题| ResultEmpty
-    Evaluated --> |是| ResultNormal
-    ResultEmpty --> |写入| Context
-    ResultNormal --> |写入| Context
-
-    ResultEmpty@{shape: braces, label: "[结束]<br/>---<br/>记忆无命中"}
-    ResultNormal@{shape: braces, label: "[结束]<br/>---<br/>聚合为特定格式的 Prompt"}
-    Throwed@{ shape: dbl-circ, label: "丢弃" }
-```
-
-### 后置模块: [MemoryUpdater](../../Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/updater/MemoryUpdater.java)
-
-```mermaid
----
-config:
-  layout: elk
-  elk:
-    nodePlacementStrategy: LINEAR_SEGMENTS
----
-
-flowchart TD
-    direction TB
-
-    Trigger.Time[触发: 时间周期] --> MT
-    Trigger.Threshold[触发: 对话阈值] --> MT
-
-    CognationCore --> |读取| Messages
-    subgraph MT [对话分流]
-        Messages[对话记录] --> Single[单个主体对话]
-        Single --> Single1[主体1]
-        Single --> Single2[主体2]
-        Single --> Single3[主体3]
-
-        Messages[对话记录] --> Multi[多个主体对话]
-    end
-
-    subgraph MS [对话摘要]
-        Single1 --> |并发| SSum1[单主体摘要线程1] --> SSResult1[单主体摘要结果1]
-        Single2 --> |并发| SSum2[单主体摘要线程2] --> SSResult2[单主体摘要结果2]
-        Single3 --> |并发| SSum3[单主体摘要线程3] --> SSResult3[单主体摘要结果3]
-
-        Multi --> MSum[多主体摘要] --> MSResult[多主体摘要结果]
-    end
-
-    subgraph MU[记忆更新]
-        MemoryCore[记忆核心]
-        SSResult1 --> Slice1[记忆切片1] --> |更新| MemoryCore
-        SSResult2 --> Slice2[记忆切片2] --> |更新| MemoryCore
-        SSResult3 --> Slice3[记忆切片3] --> |更新| MemoryCore
-
-        MSResult --> Slice4[记忆切片4] --> |更新| MemoryCore
-
-    end
-
-    MU --> |滚动对话窗口| CognationCore
-
-    CognationCore[认知核心]
-```

doc/architechture/perceive.md

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-# 流程参考: 感知模块
-
-> 相较于其他模块，目前的感知模块实际上流程非常简单，但后续或将添加一些新的内容
-> 此外，其后置模块实际上与 [记忆模块](./memory.md) 中的后置模块为并发执行，且都为后台任务
-
-## 前置模块: [PerceiveSelector](../../Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/selector/PerceiveSelector.java)
-
-```mermaid
-flowchart TD
-    Context[流程上下文] --> |获取| UserId
-    UserId --> |查询| PerceiveCore
-    PerceiveCore --> |结果回写| Context
-    
-    subgraph result [感知核心查询结果]
-        relation[关系] 
-        attitude[态度]
-        impression[印象]
-        static_memory[静态记忆]
-    end
-```
-
-## 后置模块: [PerceiveUpdater](../../Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/PerceiveUpdater.java)
-
-```mermaid
----
-config:
-    layout: elk
-    elk:
-        nodePlacementStrategy: LINEAR_SEGMENTS
----
-
-flowchart TD
-
-    Trigger.Time[触发: 时间周期] --> PE
-    Trigger.Threshold[触发: 对话阈值] --> PE
-
-    CognationCore --> |读取| Messages[对话记录]
-    PerceiveCore --> |读取| UserInfo[现有的用户信息]
-    subgraph PE [内容提取]
-       Messages --> |输入| RelationExtractor
-       UserInfo --> |输入| RelationExtractor
-
-       Messages --> |输入| StaticExtractor
-       UserInfo --> |输入| StaticExtractor
-    end
-
-    subgraph PU [感知更新]
-        StaticExtractor --> |生成| NewInfo[修正后的用户信息]
-        RelationExtractor --> |生成| NewInfo[修正后的用户信息]
-    end
-
-    NewInfo --> |更新| PerceiveCore
-
-    CognationCore[认知核心]
-    PerceiveCore[感知核心]
-
-    RelationExtractor[关系提取模块]
-    StaticExtractor[静态记忆提取模块]
-```

doc/start/如何启动.md

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-# Partner 项目启动流程
-
-> 由于整个项目启动依赖提前写好的配置文件，所以在启动项目之前，最好阅读先该文档，准备好必要的配置，避免启动失败
-
-## 前置操作
-
-确保已经安装`Java21`环境
-
-克隆项目至本地：
-
-```bash
-git clone https://github.com/slhafzjw/Partner.git
-```
-
-## 准备配置
-
-克隆好项目之后，在项目的根目录创建目录`config/`
-
-### 准备基础配置文件
-
-