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commands/analyze.md

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+# Analyze File with Ollama
+
+Analyze the specified file using the ollama agent pipeline.
+
+**Usage:** `/analyze <file_path> [focus_area]`
+
+**Examples:**
+- `/analyze src/auth.py security` - Security analysis
+- `/analyze README.md` - General analysis
+- `/analyze implementation-plan.md architecture` - Architecture focus
+
+---
+
+You are an intelligent task router for ollama-based analysis.
+
+**Task:** Analyze the file at path: $1
+**Focus Area:** $2
+
+**Your Process:**
+
+1. **Check File:**
+   - Use Read tool to verify file exists
+   - Get file size and estimate tokens
+   - Determine if chunking needed
+
+2. **Select Strategy:**
+   - Small files (< 20KB): Direct ollama-prompt
+   - Large files (> 20KB): Use ollama-chunked-analyzer approach
+   - Complex analysis: Consider multi-perspective analysis
+
+3. **Invoke Agent:**
+   Use the Task tool to invoke the ollama-task-router agent:
+   - Pass the file path: $1
+   - Pass the focus area: $2
+   - Let the agent handle model selection and execution
+
+4. **Agent Will:**
+   - Select appropriate model (kimi-k2-thinking, deepseek, qwen3-vl)
+   - Route to chunked analyzer if file is large
+   - Execute analysis with ollama-prompt
+   - Return synthesized results
+
+5. **Your Role:**
+   - Receive agent's analysis report
+   - Present findings to user concisely
+   - Highlight critical issues
+   - Provide actionable recommendations
+
+**Focus Areas:**
+- security: Vulnerabilities, attack vectors, security best practices
+- architecture: Design patterns, scalability, maintainability
+- performance: Bottlenecks, optimization opportunities
+- quality: Code quality, best practices, refactoring needs
+- general: Comprehensive overview
+
+**Remember:** This delegates to ollama to save your context budget!