refactor(docs): normalize documentation naming to lowercase for PEP8 compliance (#434)

* refactor(docs): rename directories to lowercase for PEP8 compliance

- Developer-Guide → developer-guide
- Getting-Started → getting-started
- Reference → reference
- Templates → templates
- User-Guide → user-guide
- User-Guide-jp → user-guide-jp
- User-Guide-kr → user-guide-kr
- User-Guide-zh → user-guide-zh

This change aligns with Python PEP8 package naming conventions.
All 43 files affected.

* refactor: rename root documentation files to lowercase

- CHANGELOG.md → changelog.md
- CODE_OF_CONDUCT.md → code_of_conduct.md
- CONTRIBUTING.md → contributing.md
- SECURITY.md → security.md

Aligns with Python package naming conventions (PEP8).
README files remain uppercase as per convention.

* refactor: move documentation files to docs/ for cleaner root

Moved OSS standard files to docs/:
- CHANGELOG.md → docs/CHANGELOG.md
- CODE_OF_CONDUCT.md → docs/CODE_OF_CONDUCT.md
- CONTRIBUTING.md → docs/CONTRIBUTING.md
- SECURITY.md → docs/SECURITY.md

Root now contains only essential files:
✓ README files (表紙: en, ja, kr, zh)
✓ LICENSE (法的要件)
✓ Build configs (pyproject.toml, setup.py, MANIFEST.in)
✓ VERSION

Rationale:
Cleaner root structure following modern Python project conventions.
All detailed documentation consolidated in docs/ directory.

* refactor: update documentation links after restructure

Auto-updated internal documentation links to reflect new structure:
- docs/ subdirectories now lowercase (PEP8)
- Root files moved to docs/
- All cross-references updated

This commit includes linter-generated link updates.

* chore(docs): keep OSS-standard uppercase root files (CHANGELOG, CODE_OF_CONDUCT, CONTRIBUTING, SECURITY)

* chore(docs): remove duplicated PR docs from repo root (moved under docs)

* docs: rename pm-agent-implementation-status.md -> PM_AGENT.md for clarity

* docs: update links to PM_AGENT.md after rename

---------

Co-authored-by: kazuki <kazuki@kazukinoMacBook-Air.local>

README-zh.md

@@ -275,55 +275,55 @@ pip install --break-system-packages SuperClaude
 <tr>
 <td valign="top">
 
-- 📝 [**快速开始指南**](docs/Getting-Started/quick-start.md)  
+- 📝 [**快速开始指南**](docs/getting-started/quick-start.md)  
   *快速上手使用*
 
-- 💾 [**安装指南**](docs/Getting-Started/installation.md)  
+- 💾 [**安装指南**](docs/getting-started/installation.md)  
   *详细的安装说明*
 
 </td>
 <td valign="top">
 
-- 🎯 [**命令参考**](docs/User-Guide-zh/commands.md)  
+- 🎯 [**命令参考**](docs/user-guide-zh/commands.md)  
   *全部21个斜杠命令*
 
-- 🤖 [**智能体指南**](docs/User-Guide-zh/agents.md)  
+- 🤖 [**智能体指南**](docs/user-guide-zh/agents.md)  
   *14个专业智能体*
 
-- 🎨 [**行为模式**](docs/User-Guide-zh/modes.md)  
+- 🎨 [**行为模式**](docs/user-guide-zh/modes.md)  
   *5种自适应模式*
 
-- 🚩 [**标志指南**](docs/User-Guide-zh/flags.md)  
+- 🚩 [**标志指南**](docs/user-guide-zh/flags.md)  
   *控制行为参数*
 
-- 🔧 [**MCP服务器**](docs/User-Guide-zh/mcp-servers.md)  
+- 🔧 [**MCP服务器**](docs/user-guide-zh/mcp-servers.md)  
   *6个服务器集成*
 
-- 💼 [**会话管理**](docs/User-Guide-zh/session-management.md)  
+- 💼 [**会话管理**](docs/user-guide-zh/session-management.md)  
   *保存和恢复状态*
 
 </td>
 <td valign="top">
 
-- 🏗️ [**技术架构**](docs/Developer-Guide/technical-architecture.md)  
+- 🏗️ [**技术架构**](docs/developer-guide/technical-architecture.md)  
   *系统设计详情*
 
-- 💻 [**贡献代码**](docs/Developer-Guide/contributing-code.md)  
+- 💻 [**贡献代码**](docs/developer-guide/contributing-code.md)  
   *开发工作流程*
 
-- 🧪 [**测试与调试**](docs/Developer-Guide/testing-debugging.md)  
+- 🧪 [**测试与调试**](docs/developer-guide/testing-debugging.md)  
   *质量保证*
 
 </td>
 <td valign="top">
 
-- ✨ [**最佳实践**](docs/Reference/quick-start-practices.md)  
+- ✨ [**最佳实践**](docs/reference/quick-start-practices.md)  
   *专业技巧和模式*
 
-- 📓 [**示例手册**](docs/Reference/examples-cookbook.md)  
+- 📓 [**示例手册**](docs/reference/examples-cookbook.md)  
   *实际应用示例*
 
-- 🔍 [**故障排除**](docs/Reference/troubleshooting.md)  
+- 🔍 [**故障排除**](docs/reference/troubleshooting.md)  
   *常见问题和修复*
 
 </td>