graph TD
    A[Orchestrator: Decompose Task] --> B[Write Spec for Subtask 1]
    A --> C[Write Spec for Subtask 2]
    A --> D[Write Spec for Subtask N]
    B --> E[Spawn Subagent 1]
    C --> F[Spawn Subagent 2]
    D --> G[Spawn Subagent N]
    E --> H[Stage 1: Spec Compliance Review]
    F --> H
    G --> H
    H --> I{Passes?}
    I -->|No| J[Return to Subagent with Feedback]
    J --> H
    I -->|Yes| K[Stage 2: Code Quality Review]
    K --> L{Passes?}
    L -->|No| J
    L -->|Yes| M[Merge to Main Branch]

orchestrator:
  decompose:
    - analyze_task_for_independent_subtasks
    - ensure_each_subtask_has: [clear_input, clear_output, testable_criteria]
    - max_subtask_size: "completable_in_one_session"

  spec_template: |
    ## Subtask: {name}
    **Input**: {files_to_read}
    **Output**: {files_to_create_or_modify}
    **Acceptance Criteria**:
    - {criterion_1}
    - {criterion_2}
    **Constraints**: {architectural_boundaries}
    **Tests**: {required_test_cases}

  dispatch:
    method: "fresh_subagent_per_task"
    isolation: "git_worktree"
    context: "spec_only"  # No conversation history

  review_stage_1_spec_compliance:
    checks:
      - all_acceptance_criteria_met
      - all_required_tests_present_and_passing
      - output_files_match_specification
      - no_unspecified_side_effects

  review_stage_2_code_quality:
    checks:
      - no_linter_errors
      - no_type_errors
      - naming_conventions_followed
      - no_dead_code_or_debug_artifacts
      - error_handling_present
      - documentation_for_public_apis

  merge:
    strategy: "squash_per_subtask"
    commit_message: "feat({subtask_name}): {one_line_summary}"