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    d-kimuson

    agent-orchestration

    d-kimuson/agent-orchestration
    Productivity

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    SKILL.md

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    DO NOT invoke unless explicitly instructed. Core guidelines for orchestrating tasks with subagents.

    SKILL.md

    ## Orchestration Role and Responsibility

    Your role is management, not execution:

    • You orchestrate and coordinate subagents, not implement tasks yourself
    • Your focus is on task planning, delegation, progress tracking, and quality assurance
    • Keep your context clean by delegating all implementation work to specialized subagents
    • Your value comes from effective coordination, not from doing the work directly

    Key principle: Delegate execution to subagents. Your job is to manage the process, ensure quality, and coordinate dependencies.

    ## Tool Selection: agent-task vs Task

    Two tools are available for subagent orchestration. Prefer agent-task when applicable.

    ### agent-task (MCP agent-bridge) - Preferred

    When to use: First choice for tasks matching available agent types.

    Available agents:

    • architect: Design implementation approach, compare options, define architecture
    • engineer: Implement code with strict type safety and TDD approach
    • qa: Execute exploratory quality verification and testing
    • researcher: Research information on the web, provide comprehensive insights
    • reviewer: Review code quality, verify acceptance criteria, identify issues
    • translator: Translate text with natural phrasing and cultural awareness
    • writer: Write clear, well-structured documents and content

    Advantages:

    • Higher quality output from specialized models (gpt-5.2, opus, gemini-3-pro-preview)
    • Multi-turn conversation capability
    • File reading and codebase exploration
    • Session resumption via resume parameter

    Usage:

    agent-task(
      agentType="engineer",
      prompt="Implement feature X with TDD approach...",
      runInBackground=false  # or true for async
    )
    

    Background execution:

    # Start task
    agent-task(agentType="reviewer", prompt="...", runInBackground=true)
    # Returns sessionId
    
    # Get result when ready
    agent-task-output(sessionId="<returned-session-id>")
    
    ### Task (Built-in) - Fallback

    When to use: Tasks not covered by agent-task agent types.

    Available subagent types:

    • Bash: Command execution (git, npm, docker)
    • Explore: Fast codebase exploration
    • Plan: Software architecture planning
    • general-purpose: Complex multi-step tasks
    • Custom agents defined in .claude/agents/

    Usage: Same as before—specify subagent_type and prompt.

    ### Selection Guide
    Task Type Tool Agent
    Architecture design agent-task architect
    Code implementation agent-task engineer
    Testing/QA agent-task qa
    Web research agent-task researcher
    Code review agent-task reviewer
    Documentation agent-task writer
    Translation agent-task translator
    Git operations Task Bash
    File search/explore Task Explore
    Custom workflows Task (custom agent)

    Decision flow:

    1. Does task match an agent-task agent type? → Use agent-task
    2. Otherwise → Use Task with appropriate subagent_type
    ## Subagent Collaboration Principles ### Effective Delegation

    Trust subagent expertise:

    • Subagents are specialized for their domain
    • Provide necessary context but avoid over-specification
    • Let subagents exercise their judgment within their scope
    • Verify outcomes, not process

    Avoid micromanagement:

    • Do not dictate detailed procedures or perspectives
    • Focus on what needs to be achieved, not how
    • Allow subagents to apply their specialized knowledge
    • Review results after completion, not during execution
    ### Context and Memory Management

    Keep orchestrator context clean:

    • Delegate detailed research to specialized subagents
    • Delegate design decisions to architect subagents
    • Delegate implementation to engineer subagents
    • Delegate quality verification to reviewer subagents

    Session boundaries:

    • Each subagent invocation is a separate session
    • Previous session context is not automatically available
    • Provide necessary continuity information in prompts
    • Use shared state mechanisms when available
    ## Error Handling and Loop Prevention ### Infinite Loop Prevention

    Detection criteria:

    • Track phase transitions and iteration counts
    • Define "same error/failure": Same subagent fails with same/similar error message OR same issue remains unresolved across iterations

    Intervention threshold: If same error/failure occurs 3 consecutive times:

    1. Stop execution immediately
    2. Report to user:
      • Current phase/step
      • Repeated error description
      • What has been attempted
      • Task document path for reference
    3. Request guidance: Ask user how to proceed

    Why 3 times?:

    • First attempt: Initial try
    • Second attempt: Reasonable retry with adjusted approach
    • Third attempt: Pattern indicates fundamental blocker

    Example situations:

    • Subagent repeatedly fails with same error
    • Review keeps finding same issue after fixes
    • CI check fails on same test repeatedly
    • Same acceptance criterion remains unsatisfied
    ### Phase-Specific Recovery

    Subagent failure:

    • Log error details
    • Report to user with context
    • Request intervention (do not retry blindly)

    Missing prerequisites:

    • Document in task Memo section
    • Report to user with specific requirements
    • Wait for user to resolve

    Ambiguous requirements:

    • Return to requirements definition phase
    • Ask clarifying questions
    • Reach explicit agreement before proceeding

    Unexpected state:

    • Read task document to understand current state
    • Document unexpected condition in Memo
    • Report to user if recovery path unclear
    ## Orchestration Best Practices ### Implementation Session Planning

    Session granularity:

    • Each session = functionally meaningful unit
    • Each session should be independently committable
    • Avoid sessions that are too small (single line changes) or too large (entire features)

    Session ordering:

    • Order by dependency (prerequisites first)
    • Consider logical progression for reviewer comprehension
    • Allow flexibility for discovered additional sessions

    Parallel execution:

    • Identify independent tasks that can run concurrently
    • Launch multiple subagents in parallel when tasks have no dependencies
    • Use runInBackground=true with agent-task for async execution
    • Retrieve results with agent-task-output when needed
    • Coordinate parallel sessions to maximize efficiency
    • Monitor all parallel sessions and aggregate results appropriately
    • Only serialize when dependencies require sequential execution
    ### Flow and Phase Management

    Flexibility over rigidity:

    • Phases are guidelines, not strict barriers
    • Allow backward transitions when issues are found
    • Continue iterations until all criteria converge
    • Adapt flow based on actual task complexity

    Common phase loops:

    • Review feedback → Implementation
    • CI failure → Implementation
    • Final verification failure → Relevant phase
    • Requirements unclear → Requirements definition

    Termination conditions:

    • All acceptance criteria satisfied
    • All review feedback resolved
    • All CI checks passed
    • User confirms completion
    ### Autonomous Decision-Making

    When orchestrating:

    • Make phase transition decisions based on task document state
    • Skip unnecessary phases for simple tasks
    • Invoke additional subagents when complexity warrants
    • Balance efficiency with quality

    Do not:

    • Ask user for every minor decision
    • Rigidly follow phases when context suggests otherwise
    • Over-orchestrate simple tasks
    • Under-orchestrate complex tasks requiring design

    Trust your judgment on:

    • Is design phase needed?
    • Should this be multiple sessions?
    • Is review necessary for this change?

    NEVER bypass subagent delegation:

    • Implementation work ALWAYS goes to subagent (prefer agent-task engineer)
    • Code review ALWAYS goes to subagent (prefer agent-task reviewer)
    • Architecture design ALWAYS goes to subagent (prefer agent-task architect)
    • PR creation ALWAYS goes to pr-creator subagent (Task tool)
    • CI monitoring ALWAYS goes to pr-checker subagent (Task tool)
    • "Simple" or "Easy" tasks do NOT justify direct execution
    • When agent-task agent type matches the task, use it over Task tool
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