84 lines
3.8 KiB
Markdown
84 lines
3.8 KiB
Markdown
# Date/Time
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Friday October 24, 2025 09:43 CDT (UTC-05:00)
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# Change Tracking/Revision Table
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| Date/Time | Version | Description | Author |
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|----------------------------------|---------|--------------------------------------------------|---------------------|
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| 2025-10-24 09:43 CDT (UTC-05:00) | 1.0.0 | Initial documentation for AI tool preferences | Charles N Wyble (@ReachableCEO) |
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# Changelog
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| Date/Time | Version | Description |
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|----------------------------------|---------|--------------------------------------------------|
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| 2025-10-24 09:43 CDT (UTC-05:00) | 1.0.0 | Initial creation of AI tool usage documentation |
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---
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# AI Tool Preferences and Usage Patterns
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## Overview
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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.
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## Primary Tools and Usage
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### 1. Codex (Primary Daily Driver)
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- **Status**: Primary tool with subscription
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- **Usage**: Daily development work, code generation, and completion
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- **Strengths**: Code generation, completion, and general development tasks
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- **Limitations**: Quota restrictions may limit heavy usage
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### 2. Qwen (Heavy System Orchestration)
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- **Status**: Most frequently used when Codex quota is exhausted
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- **Usage**: Heavy system orchestration, shell operations, Docker management
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- **Strengths**: Excellent knowledge of shell commands, Docker operations, and system-level tasks
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- **Role**: Primary fallback and system-level operations tool
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### 3. Gemini (Audit Specialist)
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- **Status**: Primary audit and analysis tool
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- **Usage**: Code audits, analysis, and review tasks
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- **Strengths**: Analytical capabilities, detailed reviews, comparison operations
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- **Role**: Quality assurance and audit functions
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### 4. Claude (Occasional Use)
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- **Status**: Used occasionally for specific tasks
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- **Usage**: Specific reasoning tasks when needed
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- **Strengths**: Advanced reasoning, document analysis, creative tasks
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- **Role**: Specialized tasks when other tools aren't optimal
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## Usage Patterns
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### Daily Workflow
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1. **Morning**: Start with Codex (if quota available) for primary development tasks
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2. **Throughout Day**: Switch to Qwen when Codex quota is reached or for system operations
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3. **Review/Audit**: Use Gemini for detailed analysis and code reviews
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4. **Special Tasks**: Use Claude for specific reasoning requirements
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### Tool Selection Guidelines
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- **Code Generation/Completion**: Codex (primary), Qwen (when Codex unavailable)
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- **System Orchestration**: Qwen (primary), Codex (secondary)
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- **Audits and Reviews**: Gemini (primary), others (as needed)
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- **Advanced Reasoning**: Claude (primary for complex reasoning), others (as needed)
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### Context for AI Agents
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When working in this environment, AI agents should be aware that:
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- Commands and operations may be executed by different AI tools depending on availability
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- Qwen is particularly valuable for shell and Docker operations
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- Codex is the preferred tool for code generation when available
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- Gemini should be considered for audit and analysis tasks
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- The tool selection may change based on subscription quotas and availability
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## Performance Considerations
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### Tool Characteristics
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- **Codex**: Excellent for code generation but limited by subscription quota
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- **Qwen**: Reliable for system operations, good for heavy tasks, no quota limits
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- **Gemini**: Best for analytical tasks and detailed reviews
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- **Claude**: Good for complex reasoning but used selectively
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### Optimizing Tool Usage
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- Leverage Qwen for operations that require extensive system knowledge
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- Use Codex for code-related tasks when available
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- Employ Gemini for validation and quality checks
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- Reserve Claude for specialized reasoning tasks |