AgentSkillsCN

analyze

深度分析与深入探究

SKILL.md
--- frontmatter
name: analyze
description: Deep analysis and investigation
<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 Claude 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: `Task(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 Task(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}}