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2025-11-29 18:23:58 +08:00

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claude-opus-4-1

Intelligently fix the issue using automatic agent selection with explicit Task tool invocations:

[Extended thinking: This workflow analyzes the issue and automatically routes to the most appropriate specialist agent(s). Complex issues may require multiple agents working together.]

First, analyze the issue to categorize it, then use Task tool with the appropriate agent:

Analysis Phase

Examine the issue: "$ARGUMENTS" to determine the problem domain.

Agent Selection and Execution

For Deployment/Infrastructure Issues

If the issue involves deployment failures, infrastructure problems, or DevOps concerns:

  • Use Task tool with subagent_type="devops-troubleshooter"
  • Prompt: "Debug and fix this deployment/infrastructure issue: $ARGUMENTS"

For Code Errors and Bugs

If the issue involves application errors, exceptions, or functional bugs:

  • Use Task tool with subagent_type="debugger"
  • Prompt: "Analyze and fix this code error: $ARGUMENTS. Provide root cause analysis and solution."

For Database Performance

If the issue involves slow queries, database bottlenecks, or data access patterns:

  • Use Task tool with subagent_type="database-optimizer"
  • Prompt: "Optimize database performance for: $ARGUMENTS. Include query analysis, indexing strategies, and schema improvements."

For Application Performance

If the issue involves slow response times, high resource usage, or performance degradation:

  • Use Task tool with subagent_type="performance-engineer"
  • Prompt: "Profile and optimize application performance issue: $ARGUMENTS. Identify bottlenecks and provide optimization strategies."

For Legacy Code Issues

If the issue involves outdated code, deprecated patterns, or technical debt:

  • Use Task tool with subagent_type="legacy-modernizer"
  • Prompt: "Modernize and fix legacy code issue: $ARGUMENTS. Provide migration path and updated implementation."

Multi-Domain Coordination

For complex issues spanning multiple domains:

  1. Use primary agent based on main symptom
  2. Use secondary agents for related aspects
  3. Coordinate fixes across all affected areas
  4. Verify integration between different fixes

Issue: $ARGUMENTS