Parallel

Parallel - Concurrent Execution (v3.0)

Run multiple Ralph loops concurrently for independent tasks.

v2.88 Key Changes (MODEL-AGNOSTIC)

• Model-agnostic: Uses model configured in ~/.claude/settings.json or CLI/env vars
• No flags required: All parallel tasks use the configured default model
• Flexible: Works with GLM-5, Claude, Minimax, or any configured model
• Settings-driven: Model selection via ANTHROPIC_DEFAULT_*_MODEL env vars

Agent Teams Integration (v2.88)

Optimal Scenario: Integrated (Agent Teams + Custom Subagents)

Parallel execution combines Agent Teams coordination with ralph-coder specialization for optimal parallel file processing.

Why Scenario C for Parallel Execution

• Multiple files require coordinated distribution
• Quality gates essential for result validation
• Specialized ralph-coder agents for implementation
• Shared task list tracks all parallel work

Automatic Team Creation

When the parallel skill is invoked, automatically create a team:

# Automatically create team on skill invocation
TeamCreate:
  team_name: "parallel-execution-{timestamp}"
  description: "Parallel execution of independent tasks"

Spawning Parallel Agents

Create multiple ralph-coder instances for parallel tasks:

# Spawn 3 parallel ralph-coder agents
Task:
  subagent_type: "ralph-coder"
  team_name: "parallel-execution-{timestamp}"
  prompt: "Fix auth errors in src/auth/"

Task:
  subagent_type: "ralph-coder"
  team_name: "parallel-execution-{timestamp}"
  prompt: "Fix API errors in src/api/"

Task:
  subagent_type: "ralph-coder"
  team_name: "parallel-execution-{timestamp}"
  prompt: "Fix UI errors in src/ui/"

Task Coordination Pattern

Use the shared task list for coordination:

# Create master task list
TaskCreate:
  subject: "Parallel fixes batch"
  description: "Execute auth, API, and UI fixes in parallel"

# Create subtasks with dependencies
TaskCreate:
  subject: "Fix auth errors"
  activeForm: "Fixing auth errors"

TaskCreate:
  subject: "Fix API errors"
  activeForm: "Fixing API errors"

TaskCreate:
  subject: "Fix UI errors"
  activeForm: "Fixing UI errors"

Quality Gates

Quality validation via Agent Teams hooks:

Quality standards enforced:

1. CORRECTNESS: Valid syntax, sound logic
2. QUALITY: No console.log, proper types, no TODOs
3. SECURITY: No hardcoded secrets, proper validation
4. CONSISTENCY: Follow project style guides

Result Aggregation

After all parallel agents complete:

# Aggregate results
TaskUpdate:
  taskId: "<master-task>"
  status: "completed"

# Report summary
- All subtasks completed
- Quality gates passed
- Changes ready for commit

Quick Start

/parallel "fix auth errors" "fix api errors" "fix ui errors"
ralph parallel task1 task2 task3

When to Use

Good for Parallel

• Independent file changes
• Multiple module fixes
• Batch reviews
• Different analysis types

Must Be Sequential

• Dependent changes
• Same file modifications
• Order-dependent operations
• Shared state changes

Workflow

1. Create Team and Spawn Agents

# Auto-create team for coordination
TeamCreate:
  team_name: "parallel-{task-name}"
  description: "Parallel execution of {task-name}"

# Launch multiple ralph-coder background agents
Task:
  subagent_type: "ralph-coder"
  team_name: "parallel-{task-name}"
  prompt: "Execute task 1"

Task:
  subagent_type: "ralph-coder"
  team_name: "parallel-{task-name}"
  prompt: "Execute task 2"

Task:
  subagent_type: "ralph-coder"
  team_name: "parallel-{task-name}"
  prompt: "Execute task 3"

2. Monitor Progress

# Check task list for all subtask status
TaskList:
  # Returns all tasks with status, owner, blockedBy

# Monitor specific subtask
TaskGet:
  taskId: "<subtask-id>"

3. Aggregate Results

# Mark master task as completed
TaskUpdate:
  taskId: "<master-task>"
  status: "completed"

# Report summary
- All subtasks completed
- Quality gates passed
- Changes ready for commit

Parallel Patterns

Review Pattern

# Parallel reviews with different focus
/parallel "security review src/" "performance review src/" "quality review src/"

Fix Pattern

# Parallel fixes for different modules
/parallel "fix auth errors" "fix api errors" "fix db errors"

Analysis Pattern

# Parallel analysis tasks
/parallel "analyze complexity" "analyze coverage" "analyze dependencies"

Isolation

Each parallel task runs with:

• Separate context (context: fork)
• Independent iteration counter
• Own quality gates
• Isolated file access

Result Aggregation

All Succeed

• Aggregate changes
• Run global gates
• VERIFIED_DONE

Partial Success

• Report failures
• Keep successful changes
• Retry failed tasks

All Fail

• Report all errors
• Analyze patterns
• Sequential retry

Integration

• Used for independent sub-tasks
• Each parallel task follows Ralph Loop
• Results feed back to orchestrator

Anti-Patterns

• Never run parallel on same files
• Never exceed 5 concurrent agents
• Never ignore partial failures
• Never skip aggregation step

Action Reporting (v2.93.0)

Esta skill genera reportes automáticos completos para trazabilidad:

Reporte Automático

Cuando esta skill completa, se genera automáticamente:

1. En la conversación de Claude: Resultados visibles
2. En el repositorio: docs/actions/parallel/{timestamp}.md
3. Metadatos JSON: .claude/metadata/actions/parallel/{timestamp}.json

Contenido del Reporte

Cada reporte incluye:

• ✅ Summary: Descripción de la tarea ejecutada
• ✅ Execution Details: Duración, iteraciones, archivos modificados
• ✅ Results: Errores encontrados, recomendaciones
• ✅ Next Steps: Próximas acciones sugeridas

Ver Reportes Anteriores

# Listar todos los reportes de esta skill
ls -lt docs/actions/parallel/

# Ver el reporte más reciente
cat $(ls -t docs/actions/parallel/*.md | head -1)

# Buscar reportes fallidos
grep -l "Status: FAILED" docs/actions/parallel/*.md

Generación Manual (Opcional)

source .claude/lib/action-report-lib.sh
start_action_report "parallel" "Task description"
# ... ejecución ...
complete_action_report "success" "Summary" "Recommendations"

Referencias del Sistema

• Action Reports System - Documentación completa
• action-report-lib.sh - Librería helper
• action-report-generator.sh - Generador