docs: update AI tool preferences and create AI-TOOLS.md documentation

Co-authored-by: Qwen-Coder <qwen-coder@alibabacloud.com>

AGENTS.md

@@ -156,4 +156,10 @@ Friday, October 24, 2025 (Timezone: UTC+00:00 - Please adjust to local system ti
 - Use project-appropriate build and deployment processes
 - Respect project-specific dependencies and versions
 
----
+### AI Tool Context (for agents working in this environment)
+- **Codex** - Primary daily driver (subscription-based), best for code generation and completion
+- **Qwen** - Heavy system orchestration, excels at shell/Docker operations
+- **Gemini** - Primarily used for audits and analysis
+- **Claude** - Used occasionally for specific tasks
+
+---

AI-TOOLS.md

@@ -0,0 +1,84 @@
+# Date/Time
+Friday, October 24, 2025 (Timezone: UTC+00:00 - Please adjust to local system time)
+
+# Change Tracking/Revision Table
+
+| Date       | Version | Description                                      | Author              |
+|------------|---------|--------------------------------------------------|---------------------|
+| 2025-10-24 | 1.0.0   | Initial documentation for AI tool preferences    | AIOS-Public System  |
+
+# Changelog
+
+| Date       | Version | Description                                      |
+|------------|---------|--------------------------------------------------|
+| 2025-10-24 | 1.0.0   | Initial creation of AI tool usage documentation  |
+
+---
+
+# AI Tool Preferences and Usage Patterns
+
+## Overview
+
+This document captures the current AI tool preferences and usage patterns for the AI home directory environment. It provides context for any AI agent working within this environment.
+
+## Primary Tools and Usage
+
+### 1. Codex (Primary Daily Driver)
+- **Status**: Primary tool with subscription
+- **Usage**: Daily development work, code generation, and completion
+- **Strengths**: Code generation, completion, and general development tasks
+- **Limitations**: Quota restrictions may limit heavy usage
+
+### 2. Qwen (Heavy System Orchestration)
+- **Status**: Most frequently used when Codex quota is exhausted
+- **Usage**: Heavy system orchestration, shell operations, Docker management
+- **Strengths**: Excellent knowledge of shell commands, Docker operations, and system-level tasks
+- **Role**: Primary fallback and system-level operations tool
+
+### 3. Gemini (Audit Specialist)
+- **Status**: Primary audit and analysis tool
+- **Usage**: Code audits, analysis, and review tasks
+- **Strengths**: Analytical capabilities, detailed reviews, comparison operations
+- **Role**: Quality assurance and audit functions
+
+### 4. Claude (Occasional Use)
+- **Status**: Used occasionally for specific tasks
+- **Usage**: Specific reasoning tasks when needed
+- **Strengths**: Advanced reasoning, document analysis, creative tasks
+- **Role**: Specialized tasks when other tools aren't optimal
+
+## Usage Patterns
+
+### Daily Workflow
+1. **Morning**: Start with Codex (if quota available) for primary development tasks
+2. **Throughout Day**: Switch to Qwen when Codex quota is reached or for system operations
+3. **Review/Audit**: Use Gemini for detailed analysis and code reviews
+4. **Special Tasks**: Use Claude for specific reasoning requirements
+
+### Tool Selection Guidelines
+- **Code Generation/Completion**: Codex (primary), Qwen (when Codex unavailable)
+- **System Orchestration**: Qwen (primary), Codex (secondary)
+- **Audits and Reviews**: Gemini (primary), others (as needed)
+- **Advanced Reasoning**: Claude (primary for complex reasoning), others (as needed)
+
+### Context for AI Agents
+When working in this environment, AI agents should be aware that:
+- Commands and operations may be executed by different AI tools depending on availability
+- Qwen is particularly valuable for shell and Docker operations
+- Codex is the preferred tool for code generation when available
+- Gemini should be considered for audit and analysis tasks
+- The tool selection may change based on subscription quotas and availability
+
+## Performance Considerations
+
+### Tool Characteristics
+- **Codex**: Excellent for code generation but limited by subscription quota
+- **Qwen**: Reliable for system operations, good for heavy tasks, no quota limits
+- **Gemini**: Best for analytical tasks and detailed reviews
+- **Claude**: Good for complex reasoning but used selectively
+
+### Optimizing Tool Usage
+- Leverage Qwen for operations that require extensive system knowledge
+- Use Codex for code-related tasks when available
+- Employ Gemini for validation and quality checks
+- Reserve Claude for specialized reasoning tasks

README.md

@@ -114,10 +114,10 @@ docker run -v /path/to/AI-Home-Directory:/ai-home your-development-image
 ```
 
 ### Current AI Tools in Workflow
-- **🤖 Qwen** - Primary AI CLI agent
-- **🔍 Gemini** - Secondary AI CLI agent  
-- **🧠 Claude Code** - Advanced reasoning tasks
-- **✨ Codex** - Code generation and completion
+- **✨ Codex** - Primary daily driver (subscription-based)
+- **🤖 Qwen** - Heavy system orchestration, shell/Docker expertise
+- **🔍 Gemini** - Primarily for audits
+- **🧠 Claude** - Used occasionally for specific tasks
 
 ---