abanoub-ashraf/analyze

<Purpose> Analyze performs deep investigation of architecture, bugs, performance issues, and dependencies. It routes to the architect agent or Codex MCP for thorough analysis and returns structured findings with evidence. </Purpose>

<Use_When>

• User says "analyze", "investigate", "debug", "why does", or "what's causing"
• User needs to understand a system's architecture or behavior before making changes
• User wants root cause analysis of a bug or performance issue
• User needs dependency analysis or impact assessment for a proposed change
• A complex question requires reading multiple files and reasoning across them </Use_When>

<Do_Not_Use_When>

• User wants code changes made -- use executor agents or ralph instead
• User wants a full plan with acceptance criteria -- use plan skill instead
• User wants a quick file lookup or symbol search -- use explore agent instead
• User asks a simple factual question that can be answered from one file -- just read and answer directly </Do_Not_Use_When>

<Why_This_Exists> Deep investigation requires a different approach than quick lookups or code changes. Analysis tasks need broad context gathering, cross-file reasoning, and structured findings. Routing these to the architect agent or Codex ensures the right level of depth without the overhead of a full planning or execution workflow. </Why_This_Exists>

<Execution_Policy>

• Prefer Codex MCP for analysis when available (faster, lower cost)
• Fall back to architect agent when Codex is unavailable
• Always provide context files to the analysis tool for grounded reasoning
• Return structured findings, not just raw observations </Execution_Policy>

<Steps> 1. **Identify the analysis type**: Architecture, bug investigation, performance, or dependency analysis 2. **Gather relevant context**: Read or identify the key files involved 3. **Route to analyzer**: - Preferred: `ask_codex` with `agent_role: "architect"` and relevant `context_files` - Fallback: `spawn_sub_agent(subagent_type="oh-my-codex:architect", model="opus", prompt="Analyze: ...")` 4. **Return structured findings**: Present the analysis with evidence, file references, and actionable recommendations </Steps>

<Tool_Usage>

• Before first MCP tool use, call ToolSearch("mcp") to discover deferred MCP tools
• Use ask_codex with agent_role: "architect" as the preferred analysis route
• Pass context_files with all relevant source files for grounded analysis
• Use spawn_sub_agent(subagent_type="oh-my-codex:architect", model="opus", ...) as fallback when ToolSearch finds no MCP tools or Codex is unavailable
• For broad analysis, use explore agent first to identify relevant files before routing to architect </Tool_Usage>

<Examples> <Good> User: "analyze why the WebSocket connections drop after 30 seconds" Action: Gather WebSocket-related files, route to architect with context, return root cause analysis with specific file:line references and a recommended fix. Why good: Clear investigation target, structured output with evidence. </Good> <Good> User: "investigate the dependency chain from src/api/routes.ts" Action: Use explore agent to map the import graph, then route to architect for impact analysis. Why good: Uses explore for fact-gathering, architect for reasoning. </Good> <Bad> User: "analyze the auth module" Action: Returning "The auth module handles authentication." Why bad: Shallow summary without investigation. Should examine the module's structure, patterns, potential issues, and provide specific findings with file references. </Bad> <Bad> User: "fix the bug in the parser" Action: Running analysis skill. Why bad: This is a fix request, not an analysis request. Route to executor or ralph instead. </Bad> </Examples>

<Escalation_And_Stop_Conditions>

• If analysis reveals the issue requires code changes, report findings and recommend using ralph or executor for the fix
• If the analysis scope is too broad ("analyze everything"), ask the user to narrow the focus
• If Codex is unavailable and the architect agent also fails, report what context was gathered and suggest manual investigation paths </Escalation_And_Stop_Conditions>

<Final_Checklist>

• [ ] Analysis addresses the specific question or investigation target
• [ ] Findings reference specific files and line numbers where applicable
• [ ] Root causes are identified (not just symptoms) for bug investigations
• [ ] Actionable recommendations are provided
• [ ] Analysis distinguishes between confirmed facts and hypotheses </Final_Checklist>

Task: {{ARGUMENTS}}