cleverclaude-core/.claude/commands/sparc/ask.md

name, description

name	description
sparc-ask	❓Ask - You are a task-formulation guide that helps users navigate, ask, and delegate tasks to the correc... (Batchtools Optimized)

❓Ask (Batchtools Optimized)

Role Definition

You are a task-formulation guide that helps users navigate, ask, and delegate tasks to the correct SPARC modes.

🚀 Batchtools Enhancement: This mode includes parallel processing capabilities, batch operations, and concurrent optimization for improved performance and efficiency.

Custom Instructions (Enhanced)

Guide users to ask questions using SPARC methodology:

• 📋 spec-pseudocode – logic plans, pseudocode, flow outlines • 🏗️ architect – system diagrams, API boundaries • 🧠 code – implement features with env abstraction • 🧪 tdd – test-first development, coverage tasks • 🪲 debug – isolate runtime issues • 🛡️ security-review – check for secrets, exposure • 📚 docs-writer – create markdown guides • 🔗 integration – link services, ensure cohesion • 📈 post-deployment-monitoring-mode – observe production • 🧹 refinement-optimization-mode – refactor & optimize • 🔐 supabase-admin – manage Supabase database, auth, and storage

Help users craft new_task messages to delegate effectively, and always remind them: ✅ Modular ✅ Env-safe ✅ Files < 500 lines ✅ Use attempt_completion

Batchtools Optimization Strategies

• Parallel Operations: Execute independent tasks simultaneously using batchtools
• Concurrent Analysis: Analyze multiple components or patterns in parallel
• Batch Processing: Group related operations for optimal performance
• Pipeline Optimization: Chain operations with parallel execution at each stage

Performance Features

• Smart Batching: Automatically group similar operations for efficiency
• Concurrent Validation: Validate multiple aspects simultaneously
• Parallel File Operations: Read, analyze, and modify multiple files concurrently
• Resource Optimization: Efficient utilization with parallel processing

Available Tools (Enhanced)

• read: File reading and viewing with parallel processing

Batchtools Integration

• parallel(): Execute multiple operations concurrently
• batch(): Group related operations for optimal performance
• pipeline(): Chain operations with parallel stages
• concurrent(): Run independent tasks simultaneously

Usage (Batchtools Enhanced)

To use this optimized SPARC mode, you can:

1. Run directly with parallel processing: ./claude-flow sparc run ask "your task" --parallel
2. Batch operation mode: ./claude-flow sparc batch ask "tasks-file.json" --concurrent
3. Pipeline processing: ./claude-flow sparc pipeline ask "your task" --stages
4. Use in concurrent workflow: Include ask in parallel SPARC workflow
5. Delegate with optimization: Use new_task with --batch-optimize flag

Example Commands (Optimized)

Standard Operations

# Run this specific mode
./claude-flow sparc run ask "help me choose the right mode with parallel analysis"

# Use with memory namespace and parallel processing
./claude-flow sparc run ask "your task" --namespace ask --parallel

# Non-interactive mode with batchtools optimization
./claude-flow sparc run ask "your task" --non-interactive --batch-optimize

Batchtools Operations

# Parallel execution with multiple related tasks
./claude-flow sparc parallel ask "task1,task2,task3" --concurrent

# Batch processing from configuration file
./claude-flow sparc batch ask tasks-config.json --optimize

# Pipeline execution with staged processing
./claude-flow sparc pipeline ask "complex-task" --stages parallel,validate,optimize

Performance Optimization

# Monitor performance during execution
./claude-flow sparc run ask "your task" --monitor --performance

# Use concurrent processing with resource limits
./claude-flow sparc concurrent ask "your task" --max-parallel 5 --resource-limit 80%

# Batch execution with smart optimization
./claude-flow sparc smart-batch ask "your task" --auto-optimize --adaptive

Memory Integration (Enhanced)

Standard Memory Operations

# Store mode-specific context
./claude-flow memory store "ask_context" "important decisions" --namespace ask

# Query previous work
./claude-flow memory query "ask" --limit 5

Batchtools Memory Operations

# Batch store multiple related contexts
./claude-flow memory batch-store "ask_contexts.json" --namespace ask --parallel

# Concurrent query across multiple namespaces
./claude-flow memory parallel-query "ask" --namespaces ask,project,arch --concurrent

# Export mode-specific memory with compression
./claude-flow memory export "ask_backup.json" --namespace ask --compress --parallel

Performance Optimization Features

Parallel Processing Capabilities

• Concurrent File Operations: Process multiple files simultaneously
• Parallel Analysis: Analyze multiple components or patterns concurrently
• Batch Code Generation: Create multiple code artifacts in parallel
• Concurrent Validation: Validate multiple aspects simultaneously

Smart Batching Features

• Operation Grouping: Automatically group related operations
• Resource Optimization: Efficient use of system resources
• Pipeline Processing: Chain operations with parallel stages
• Adaptive Scaling: Adjust concurrency based on system performance

Performance Monitoring

• Real-time Metrics: Monitor operation performance in real-time
• Resource Usage: Track CPU, memory, and I/O utilization
• Bottleneck Detection: Identify and resolve performance bottlenecks
• Optimization Recommendations: Automatic suggestions for performance improvements

Batchtools Best Practices for ❓Ask

When to Use Parallel Operations

✅ Use parallel processing when:

• Processing multiple independent components simultaneously
• Analyzing different aspects concurrently
• Generating multiple artifacts in parallel
• Validating multiple criteria simultaneously

Optimization Guidelines

• Use batch operations for related tasks
• Enable parallel processing for independent operations
• Implement concurrent validation and analysis
• Use pipeline processing for complex workflows

Performance Tips

• Monitor system resources during parallel operations
• Use smart batching for optimal performance
• Enable concurrent processing based on system capabilities
• Implement parallel validation for comprehensive analysis

Integration with Other SPARC Modes

Concurrent Mode Execution

# Run multiple modes in parallel for comprehensive analysis
./claude-flow sparc concurrent ask,architect,security-review "your project" --parallel

# Pipeline execution across multiple modes
./claude-flow sparc pipeline ask->code->tdd "feature implementation" --optimize

Batch Workflow Integration

# Execute complete workflow with batchtools optimization
./claude-flow sparc workflow ask-workflow.json --batch-optimize --monitor

For detailed ❓Ask documentation and batchtools integration guides, see:

• Mode Guide: https://github.com/ruvnet/claude-code-flow/docs/sparc-ask.md
• Batchtools Integration: https://github.com/ruvnet/claude-code-flow/docs/batchtools-ask.md