Hooks Automation

Intelligent automation system that coordinates, validates, and learns from Claude Code operations through hooks integrated with MCP tools and neural pattern training.

What This Skill Does

This skill provides a comprehensive hook system that automatically manages development operations, coordinates swarm agents, maintains session state, and continuously learns from coding patterns. It enables automated agent assignment, code formatting, performance tracking, and cross-session memory persistence.

Key Capabilities:

• Pre-Operation Hooks: Validate, prepare, and auto-assign agents before operations
• Post-Operation Hooks: Format, analyze, and train patterns after operations
• Session Management: Persist state, restore context, generate summaries
• Memory Coordination: Synchronize knowledge across swarm agents
• Git Integration: Automated commit hooks with quality verification
• Neural Training: Continuous learning from successful patterns
• MCP Integration: Seamless coordination with swarm tools

Prerequisites

Required:

• Claude Flow CLI installed (npm install -g claude-flow@alpha)
• Claude Code with hooks enabled
• .claude/settings.json with hook configurations

Optional:

• MCP servers configured (claude-flow, ruv-swarm, flow-nexus)
• Git repository for version control
• Testing framework for quality verification

Quick Start

Initialize Hooks System

bash
# Initialize with default hooks configuration
npx @claude-flow/cli@latest init --hooks

This creates:

• .claude/settings.json with pre-configured hooks
• Hook command documentation in .claude/commands/hooks/
• Default hook handlers for common operations

Basic Hook Usage

bash
# Pre-task hook (auto-spawns agents)
npx @claude-flow/cli@latest hook pre-task --description "Implement authentication"

# Post-edit hook (auto-formats and stores in memory)
npx @claude-flow/cli@latest hook post-edit --file "src/auth.js" --memory-key "auth/login"

# Session end hook (saves state and metrics)
npx @claude-flow/cli@latest hook session-end --session-id "dev-session" --export-metrics

Complete Guide

Available Hooks

Pre-Operation Hooks

Hooks that execute BEFORE operations to prepare and validate:

pre-edit - Validate and assign agents before file modifications

bash
npx @claude-flow/cli@latest hook pre-edit [options]

Options:
  --file, -f <path>         File path to be edited
  --auto-assign-agent       Automatically assign best agent (default: true)
  --validate-syntax         Pre-validate syntax before edit
  --check-conflicts         Check for merge conflicts
  --backup-file             Create backup before editing

Examples:
  npx @claude-flow/cli@latest hook pre-edit --file "src/auth/login.js"
  npx @claude-flow/cli@latest hook pre-edit -f "config/db.js" --validate-syntax
  npx @claude-flow/cli@latest hook pre-edit -f "production.env" --backup-file --check-conflicts

Features:

• Auto agent assignment based on file type
• Syntax validation to prevent broken code
• Conflict detection for concurrent edits
• Automatic file backups for safety

pre-bash - Check command safety and resource requirements

bash
npx @claude-flow/cli@latest hook pre-bash --command <cmd>

Options:
  --command, -c <cmd>       Command to validate
  --check-safety            Verify command safety (default: true)
  --estimate-resources      Estimate resource usage
  --require-confirmation    Request user confirmation for risky commands

Examples:
  npx @claude-flow/cli@latest hook pre-bash -c "rm -rf /tmp/cache"
  npx @claude-flow/cli@latest hook pre-bash --command "docker build ." --estimate-resources

Features:

• Command safety validation
• Resource requirement estimation
• Destructive command confirmation
• Permission checks

pre-task - Auto-spawn agents and prepare for complex tasks

bash
npx @claude-flow/cli@latest hook pre-task [options]

Options:
  --description, -d <text>  Task description for context
  --auto-spawn-agents       Automatically spawn required agents (default: true)
  --load-memory             Load relevant memory from previous sessions
  --optimize-topology       Select optimal swarm topology
  --estimate-complexity     Analyze task complexity

Examples:
  npx @claude-flow/cli@latest hook pre-task --description "Implement user authentication"
  npx @claude-flow/cli@latest hook pre-task -d "Continue API dev" --load-memory
  npx @claude-flow/cli@latest hook pre-task -d "Refactor codebase" --optimize-topology

Features:

• Automatic agent spawning based on task analysis
• Memory loading for context continuity
• Topology optimization for task structure
• Complexity estimation and time prediction

pre-search - Prepare and optimize search operations

bash
npx @claude-flow/cli@latest hook pre-search --query <query>

Options:
  --query, -q <text>        Search query
  --check-cache             Check cache first (default: true)
  --optimize-query          Optimize search pattern

Examples:
  npx @claude-flow/cli@latest hook pre-search -q "authentication middleware"

Features:

• Cache checking for faster results
• Query optimization
• Search pattern improvement

Post-Operation Hooks

Hooks that execute AFTER operations to process and learn:

post-edit - Auto-format, validate, and update memory

bash
npx @claude-flow/cli@latest hook post-edit [options]

Options:
  --file, -f <path>         File path that was edited
  --auto-format             Automatically format code (default: true)
  --memory-key, -m <key>    Store edit context in memory
  --train-patterns          Train neural patterns from edit
  --validate-output         Validate edited file

Examples:
  npx @claude-flow/cli@latest hook post-edit --file "src/components/Button.jsx"
  npx @claude-flow/cli@latest hook post-edit -f "api/auth.js" --memory-key "auth/login"
  npx @claude-flow/cli@latest hook post-edit -f "utils/helpers.ts" --train-patterns

Features:

• Language-specific auto-formatting (Prettier, Black, gofmt)
• Memory storage for edit context and decisions
• Neural pattern training for continuous improvement
• Output validation with linting

post-bash - Log execution and update metrics

bash
npx @claude-flow/cli@latest hook post-bash --command <cmd>

Options:
  --command, -c <cmd>       Command that was executed
  --log-output              Log command output (default: true)
  --update-metrics          Update performance metrics
  --store-result            Store result in memory

Examples:
  npx @claude-flow/cli@latest hook post-bash -c "npm test" --update-metrics

Features:

• Command execution logging
• Performance metric tracking
• Result storage for analysis
• Error pattern detection

post-task - Performance analysis and decision storage

bash
npx @claude-flow/cli@latest hook post-task [options]

Options:
  --task-id, -t <id>        Task identifier for tracking
  --analyze-performance     Generate performance metrics (default: true)
  --store-decisions         Save task decisions to memory
  --export-learnings        Export neural pattern learnings
  --generate-report         Create task completion report

Examples:
  npx @claude-flow/cli@latest hook post-task --task-id "auth-implementation"
  npx @claude-flow/cli@latest hook post-task -t "api-refactor" --analyze-performance
  npx @claude-flow/cli@latest hook post-task -t "bug-fix-123" --store-decisions

Features:

• Execution time and token usage measurement
• Decision and implementation choice recording
• Neural learning pattern export
• Completion report generation

post-search - Cache results and improve patterns

bash
npx @claude-flow/cli@latest hook post-search --query <query> --results <path>

Options:
  --query, -q <text>        Original search query
  --results, -r <path>      Results file path
  --cache-results           Cache for future use (default: true)
  --train-patterns          Improve search patterns

Examples:
  npx @claude-flow/cli@latest hook post-search -q "auth" -r "results.json" --train-patterns

Features:

• Result caching for faster subsequent searches
• Search pattern improvement
• Relevance scoring

MCP Integration Hooks

Hooks that coordinate with MCP swarm tools:

mcp-initialized - Persist swarm configuration

bash
npx @claude-flow/cli@latest hook mcp-initialized --swarm-id <id>

Features:
- Save swarm topology and configuration
- Store agent roster in memory
- Initialize coordination namespace

agent-spawned - Update agent roster and memory

bash
npx @claude-flow/cli@latest hook agent-spawned --agent-id <id> --type <type>

Features:
- Register agent in coordination memory
- Update agent roster
- Initialize agent-specific memory namespace

task-orchestrated - Monitor task progress

bash
npx @claude-flow/cli@latest hook task-orchestrated --task-id <id>

Features:
- Track task progress through memory
- Monitor agent assignments
- Update coordination state

neural-trained - Save pattern improvements

bash
npx @claude-flow/cli@latest hook neural-trained --pattern <name>

Features:
- Export trained neural patterns
- Update coordination models
- Share learning across agents

Memory Coordination Hooks

memory-write - Triggered when agents write to coordination memory

bash
Features:
- Validate memory key format
- Update cross-agent indexes
- Trigger dependent hooks
- Notify subscribed agents

memory-read - Triggered when agents read from coordination memory

bash
Features:
- Log access patterns
- Update popularity metrics
- Preload related data
- Track usage statistics

memory-sync - Synchronize memory across swarm agents

bash
npx @claude-flow/cli@latest hook memory-sync --namespace <ns>

Features:
- Sync memory state across agents
- Resolve conflicts
- Propagate updates
- Maintain consistency

Session Hooks

session-start - Initialize new session

bash
npx @claude-flow/cli@latest hook session-start --session-id <id>

Options:
  --session-id, -s <id>     Session identifier
  --load-context            Load context from previous session
  --init-agents             Initialize required agents

Features:
- Create session directory
- Initialize metrics tracking
- Load previous context
- Set up coordination namespace

session-restore - Load previous session state

bash
npx @claude-flow/cli@latest hook session-restore --session-id <id>

Options:
  --session-id, -s <id>     Session to restore
  --restore-memory          Restore memory state (default: true)
  --restore-agents          Restore agent configurations

Examples:
  npx @claude-flow/cli@latest hook session-restore --session-id "swarm-20241019"
  npx @claude-flow/cli@latest hook session-restore -s "feature-auth" --restore-memory

Features:

• Load previous session context
• Restore memory state and decisions
• Reconfigure agents to previous state
• Resume in-progress tasks

session-end - Cleanup and persist session state

bash
npx @claude-flow/cli@latest hook session-end [options]

Options:
  --session-id, -s <id>     Session identifier to end
  --save-state              Save current session state (default: true)
  --export-metrics          Export session metrics
  --generate-summary        Create session summary
  --cleanup-temp            Remove temporary files

Examples:
  npx @claude-flow/cli@latest hook session-end --session-id "dev-session-2024"
  npx @claude-flow/cli@latest hook session-end -s "feature-auth" --export-metrics --generate-summary
  npx @claude-flow/cli@latest hook session-end -s "quick-fix" --cleanup-temp

Features:

• Save current context and progress
• Export session metrics (duration, commands, tokens, files)
• Generate work summary with decisions and next steps
• Cleanup temporary files and optimize storage

notify - Custom notifications with swarm status

bash
npx @claude-flow/cli@latest hook notify --message <msg>

Options:
  --message, -m <text>      Notification message
  --level <level>           Notification level (info|warning|error)
  --swarm-status            Include swarm status (default: true)
  --broadcast               Send to all agents

Examples:
  npx @claude-flow/cli@latest hook notify -m "Task completed" --level info
  npx @claude-flow/cli@latest hook notify -m "Critical error" --level error --broadcast

Features:

• Send notifications to coordination system
• Include swarm status and metrics
• Broadcast to all agents
• Log important events

Configuration

Basic Configuration

Edit .claude/settings.json to configure hooks:

json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "^(Write|Edit|MultiEdit)$",
        "hooks": [{
          "type": "command",
          "command": "npx @claude-flow/cli@latest hook pre-edit --file '${tool.params.file_path}' --memory-key 'swarm/editor/current'"
        }]
      },
      {
        "matcher": "^Bash$",
        "hooks": [{
          "type": "command",
          "command": "npx @claude-flow/cli@latest hook pre-bash --command '${tool.params.command}'"
        }]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "^(Write|Edit|MultiEdit)$",
        "hooks": [{
          "type": "command",
          "command": "npx @claude-flow/cli@latest hook post-edit --file '${tool.params.file_path}' --memory-key 'swarm/editor/complete' --auto-format --train-patterns"
        }]
      },
      {
        "matcher": "^Bash$",
        "hooks": [{
          "type": "command",
          "command": "npx @claude-flow/cli@latest hook post-bash --command '${tool.params.command}' --update-metrics"
        }]
      }
    ]
  }
}

Advanced Configuration

Complete hook configuration with all features:

json
{
  "hooks": {
    "enabled": true,
    "debug": false,
    "timeout": 5000,

    "PreToolUse": [
      {
        "matcher": "^(Write|Edit|MultiEdit)$",
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook pre-edit --file '${tool.params.file_path}' --auto-assign-agent --validate-syntax",
            "timeout": 3000,
            "continueOnError": true
          }
        ]
      },
      {
        "matcher": "^Task$",
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook pre-task --description '${tool.params.task}' --auto-spawn-agents --load-memory",
            "async": true
          }
        ]
      },
      {
        "matcher": "^Grep$",
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook pre-search --query '${tool.params.pattern}' --check-cache"
          }
        ]
      }
    ],

    "PostToolUse": [
      {
        "matcher": "^(Write|Edit|MultiEdit)$",
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook post-edit --file '${tool.params.file_path}' --memory-key 'edits/${tool.params.file_path}' --auto-format --train-patterns",
            "async": true
          }
        ]
      },
      {
        "matcher": "^Task$",
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook post-task --task-id '${result.task_id}' --analyze-performance --store-decisions --export-learnings",
            "async": true
          }
        ]
      },
      {
        "matcher": "^Grep$",
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook post-search --query '${tool.params.pattern}' --cache-results --train-patterns"
          }
        ]
      }
    ],

    "SessionStart": [
      {
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook session-start --session-id '${session.id}' --load-context"
          }
        ]
      }
    ],

    "SessionEnd": [
      {
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook session-end --session-id '${session.id}' --export-metrics --generate-summary --cleanup-temp"
          }
        ]
      }
    ]
  }
}

Protected File Patterns

Add protection for sensitive files:

json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "^(Write|Edit|MultiEdit)$",
        "hooks": [
          {
            "type": "command",
            "command": "npx @claude-flow/cli@latest hook check-protected --file '${tool.params.file_path}'"
          }
        ]
      }
    ]
  }
}

Automatic Testing

Run tests after file modifications:

json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "^Write$",
        "hooks": [
          {
            "type": "command",
            "command": "test -f '${tool.params.file_path%.js}.test.js' && npm test '${tool.params.file_path%.js}.test.js'",
            "continueOnError": true
          }
        ]
      }
    ]
  }
}

MCP Tool Integration

Hooks automatically integrate with MCP tools for coordination:

Pre-Task Hook with Agent Spawning

javascript
// Hook command
npx @claude-flow/cli@latest hook pre-task --description "Build REST API"

// Internally calls MCP tools:
mcp__claude-flow__agent_spawn {
  type: "backend-dev",
  capabilities: ["api", "database", "testing"]
}

mcp__claude-flow__memory_usage {
  action: "store",
  key: "swarm/task/api-build/context",
  namespace: "coordination",
  value: JSON.stringify({
    description: "Build REST API",
    agents: ["backend-dev"],
    started: Date.now()
  })
}

Post-Edit Hook with Memory Storage

javascript
// Hook command
npx @claude-flow/cli@latest hook post-edit --file "api/auth.js"

// Internally calls MCP tools:
mcp__claude-flow__memory_usage {
  action: "store",
  key: "swarm/edits/api/auth.js",
  namespace: "coordination",
  value: JSON.stringify({
    file: "api/auth.js",
    timestamp: Date.now(),
    changes: { added: 45, removed: 12 },
    formatted: true,
    linted: true
  })
}

mcp__claude-flow__neural_train {
  pattern_type: "coordination",
  training_data: { /* edit patterns */ }
}

Session End Hook with State Persistence

javascript
// Hook command
npx @claude-flow/cli@latest hook session-end --session-id "dev-2024"

// Internally calls MCP tools:
mcp__claude-flow__memory_persist {
  sessionId: "dev-2024"
}

mcp__claude-flow__swarm_status {
  swarmId: "current"
}

// Generates metrics and summary

Memory Coordination Protocol

All hooks follow a standardized memory coordination pattern:

Three-Phase Memory Protocol

Phase 1: STATUS - Hook starts

javascript
mcp__claude-flow__memory_usage {
  action: "store",
  key: "swarm/hooks/pre-edit/status",
  namespace: "coordination",
  value: JSON.stringify({
    status: "running",
    hook: "pre-edit",
    file: "src/auth.js",
    timestamp: Date.now()
  })
}

Phase 2: PROGRESS - Hook processes

javascript
mcp__claude-flow__memory_usage {
  action: "store",
  key: "swarm/hooks/pre-edit/progress",
  namespace: "coordination",
  value: JSON.stringify({
    progress: 50,
    action: "validating syntax",
    file: "src/auth.js"
  })
}

Phase 3: COMPLETE - Hook finishes

javascript
mcp__claude-flow__memory_usage {
  action: "store",
  key: "swarm/hooks/pre-edit/complete",
  namespace: "coordination",
  value: JSON.stringify({
    status: "complete",
    result: "success",
    agent_assigned: "backend-dev",
    syntax_valid: true,
    backup_created: true
  })
}

Hook Response Format

Hooks return JSON responses to control operation flow:

Continue Response

json
{
  "continue": true,
  "reason": "All validations passed",
  "metadata": {
    "agent_assigned": "backend-dev",
    "syntax_valid": true,
    "file": "src/auth.js"
  }
}

Block Response

json
{
  "continue": false,
  "reason": "Protected file - manual review required",
  "metadata": {
    "file": ".env.production",
    "protection_level": "high",
    "requires": "manual_approval"
  }
}

Warning Response

json
{
  "continue": true,
  "reason": "Syntax valid but complexity high",
  "warnings": [
    "Cyclomatic complexity: 15 (threshold: 10)",
    "Consider refactoring for better maintainability"
  ],
  "metadata": {
    "complexity": 15,
    "threshold": 10
  }
}

Git Integration

Hooks can integrate with Git operations for quality control:

Pre-Commit Hook

bash
# Add to .git/hooks/pre-commit or use husky

#!/bin/bash
# Run quality checks before commit

# Get staged files
FILES=$(git diff --cached --name-only --diff-filter=ACM)

for FILE in $FILES; do
  # Run pre-edit hook for validation
  npx @claude-flow/cli@latest hook pre-edit --file "$FILE" --validate-syntax

  if [ $? -ne 0 ]; then
    echo "Validation failed for $FILE"
    exit 1
  fi

  # Run post-edit hook for formatting
  npx @claude-flow/cli@latest hook post-edit --file "$FILE" --auto-format
done

# Run tests
npm test

exit $?

Post-Commit Hook

bash
# Add to .git/hooks/post-commit

#!/bin/bash
# Track commit metrics

COMMIT_HASH=$(git rev-parse HEAD)
COMMIT_MSG=$(git log -1 --pretty=%B)

npx @claude-flow/cli@latest hook notify \
  --message "Commit completed: $COMMIT_MSG" \
  --level info \
  --swarm-status

Pre-Push Hook

bash
# Add to .git/hooks/pre-push

#!/bin/bash
# Quality gate before push

# Run full test suite
npm run test:all

# Run quality checks
npx @claude-flow/cli@latest hook session-end \
  --generate-report \
  --export-metrics

# Verify quality thresholds
TRUTH_SCORE=$(npx @claude-flow/cli@latest metrics score --format json | jq -r '.truth_score')

if (( $(echo "$TRUTH_SCORE < 0.95" | bc -l) )); then
  echo "Truth score below threshold: $TRUTH_SCORE < 0.95"
  exit 1
fi

exit 0

Agent Coordination Workflow

How agents use hooks for coordination:

Agent Workflow Example

bash
# Agent 1: Backend Developer
# STEP 1: Pre-task preparation
npx @claude-flow/cli@latest hook pre-task \
  --description "Implement user authentication API" \
  --auto-spawn-agents \
  --load-memory

# STEP 2: Work begins - pre-edit validation
npx @claude-flow/cli@latest hook pre-edit \
  --file "api/auth.js" \
  --auto-assign-agent \
  --validate-syntax

# STEP 3: Edit file (via Claude Code Edit tool)
# ... code changes ...

# STEP 4: Post-edit processing
npx @claude-flow/cli@latest hook post-edit \
  --file "api/auth.js" \
  --memory-key "swarm/backend/auth-api" \
  --auto-format \
  --train-patterns

# STEP 5: Notify coordination system
npx @claude-flow/cli@latest hook notify \
  --message "Auth API implementation complete" \
  --swarm-status \
  --broadcast

# STEP 6: Task completion
npx @claude-flow/cli@latest hook post-task \
  --task-id "auth-api" \
  --analyze-performance \
  --store-decisions \
  --export-learnings

bash
# Agent 2: Test Engineer (receives notification)
# STEP 1: Check memory for API details
npx @claude-flow/cli@latest hook session-restore \
  --session-id "swarm-current" \
  --restore-memory

# Memory contains: swarm/backend/auth-api with implementation details

# STEP 2: Generate tests
npx @claude-flow/cli@latest hook pre-task \
  --description "Write tests for auth API" \
  --load-memory

# STEP 3: Create test file
npx @claude-flow/cli@latest hook post-edit \
  --file "api/auth.test.js" \
  --memory-key "swarm/testing/auth-api-tests" \
  --train-patterns

# STEP 4: Share test results
npx @claude-flow/cli@latest hook notify \
  --message "Auth API tests complete - 100% coverage" \
  --broadcast

Custom Hook Creation

Create custom hooks for specific workflows:

Custom Hook Template

javascript
// .claude/hooks/custom-quality-check.js

module.exports = {
  name: 'custom-quality-check',
  type: 'pre',
  matcher: /\.(ts|js)$/,

  async execute(context) {
    const { file, content } = context;

    // Custom validation logic
    const complexity = await analyzeComplexity(content);
    const securityIssues = await scanSecurity(content);

    // Store in memory
    await storeInMemory({
      key: `quality/${file}`,
      value: { complexity, securityIssues }
    });

    // Return decision
    if (complexity > 15 || securityIssues.length > 0) {
      return {
        continue: false,
        reason: 'Quality checks failed',
        warnings: [
          `Complexity: ${complexity} (max: 15)`,
          `Security issues: ${securityIssues.length}`
        ]
      };
    }

    return {
      continue: true,
      reason: 'Quality checks passed',
      metadata: { complexity, securityIssues: 0 }
    };
  }
};

Register Custom Hook

json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "^(Write|Edit)$",
        "hooks": [
          {
            "type": "script",
            "script": ".claude/hooks/custom-quality-check.js"
          }
        ]
      }
    ]
  }
}

Real-World Examples

Example 1: Full-Stack Development Workflow

bash
# Session start - initialize coordination
npx @claude-flow/cli@latest hook session-start --session-id "fullstack-feature"

# Pre-task planning
npx @claude-flow/cli@latest hook pre-task \
  --description "Build user profile feature - frontend + backend + tests" \
  --auto-spawn-agents \
  --optimize-topology

# Backend work
npx @claude-flow/cli@latest hook pre-edit --file "api/profile.js"
# ... implement backend ...
npx @claude-flow/cli@latest hook post-edit \
  --file "api/profile.js" \
  --memory-key "profile/backend" \
  --train-patterns

# Frontend work (reads backend details from memory)
npx @claude-flow/cli@latest hook pre-edit --file "components/Profile.jsx"
# ... implement frontend ...
npx @claude-flow/cli@latest hook post-edit \
  --file "components/Profile.jsx" \
  --memory-key "profile/frontend" \
  --train-patterns

# Testing (reads both backend and frontend from memory)
npx @claude-flow/cli@latest hook pre-task \
  --description "Test profile feature" \
  --load-memory

# Session end - export everything
npx @claude-flow/cli@latest hook session-end \
  --session-id "fullstack-feature" \
  --export-metrics \
  --generate-summary

Example 2: Debugging with Hooks

bash
# Start debugging session
npx @claude-flow/cli@latest hook session-start --session-id "debug-memory-leak"

# Pre-task: analyze issue
npx @claude-flow/cli@latest hook pre-task \
  --description "Debug memory leak in event handlers" \
  --load-memory \
  --estimate-complexity

# Search for event emitters
npx @claude-flow/cli@latest hook pre-search --query "EventEmitter"
# ... search executes ...
npx @claude-flow/cli@latest hook post-search \
  --query "EventEmitter" \
  --cache-results

# Fix the issue
npx @claude-flow/cli@latest hook pre-edit \
  --file "services/events.js" \
  --backup-file
# ... fix code ...
npx @claude-flow/cli@latest hook post-edit \
  --file "services/events.js" \
  --memory-key "debug/memory-leak-fix" \
  --validate-output

# Verify fix
npx @claude-flow/cli@latest hook post-task \
  --task-id "memory-leak-fix" \
  --analyze-performance \
  --generate-report

# End session
npx @claude-flow/cli@latest hook session-end \
  --session-id "debug-memory-leak" \
  --export-metrics

Example 3: Multi-Agent Refactoring

bash
# Initialize swarm for refactoring
npx @claude-flow/cli@latest hook pre-task \
  --description "Refactor legacy codebase to modern patterns" \
  --auto-spawn-agents \
  --optimize-topology

# Agent 1: Code Analyzer
npx @claude-flow/cli@latest hook pre-task --description "Analyze code complexity"
# ... analysis ...
npx @claude-flow/cli@latest hook post-task \
  --task-id "analysis" \
  --store-decisions

# Agent 2: Refactoring (reads analysis from memory)
npx @claude-flow/cli@latest hook session-restore \
  --session-id "swarm-refactor" \
  --restore-memory

for file in src/**/*.js; do
  npx @claude-flow/cli@latest hook pre-edit --file "$file" --backup-file
  # ... refactor ...
  npx @claude-flow/cli@latest hook post-edit \
    --file "$file" \
    --memory-key "refactor/$file" \
    --auto-format \
    --train-patterns
done

# Agent 3: Testing (reads refactored code from memory)
npx @claude-flow/cli@latest hook pre-task \
  --description "Generate tests for refactored code" \
  --load-memory

# Broadcast completion
npx @claude-flow/cli@latest hook notify \
  --message "Refactoring complete - all tests passing" \
  --broadcast

Performance Tips

1. Keep Hooks Lightweight - Target < 100ms execution time
2. Use Async for Heavy Operations - Don't block the main flow
3. Cache Aggressively - Store frequently accessed data
4. Batch Related Operations - Combine multiple actions
5. Use Memory Wisely - Set appropriate TTLs
6. Monitor Hook Performance - Track execution times
7. Parallelize When Possible - Run independent hooks concurrently

Debugging Hooks

Enable debug mode for troubleshooting:

bash
# Enable debug output
export CLAUDE_FLOW_DEBUG=true

# Test specific hook with verbose output
npx @claude-flow/cli@latest hook pre-edit --file "test.js" --debug

# Check hook execution logs
cat .claude-flow/logs/hooks-$(date +%Y-%m-%d).log

# Validate configuration
npx @claude-flow/cli@latest hook validate-config

Benefits

• Automatic Agent Assignment: Right agent for every file type
• Consistent Code Formatting: Language-specific formatters
• Continuous Learning: Neural patterns improve over time
• Cross-Session Memory: Context persists between sessions
• Performance Tracking: Comprehensive metrics and analytics
• Automatic Coordination: Agents sync via memory
• Smart Agent Spawning: Task-based agent selection
• Quality Gates: Pre-commit validation and verification
• Error Prevention: Syntax validation before edits
• Knowledge Sharing: Decisions stored and shared
• Reduced Manual Work: Automation of repetitive tasks
• Better Collaboration: Seamless multi-agent coordination

Best Practices

1. Configure Hooks Early - Set up during project initialization
2. Use Memory Keys Strategically - Organize with clear namespaces
3. Enable Auto-Formatting - Maintain code consistency
4. Train Patterns Continuously - Learn from successful operations
5. Monitor Performance - Track hook execution times
6. Validate Configuration - Test hooks before production use
7. Document Custom Hooks - Maintain hook documentation
8. Set Appropriate Timeouts - Prevent hanging operations
9. Handle Errors Gracefully - Use continueOnError when appropriate
10. Review Metrics Regularly - Optimize based on usage patterns

Troubleshooting

Hooks Not Executing

• Verify .claude/settings.json syntax
• Check hook matcher patterns
• Enable debug mode
• Review permission settings
• Ensure claude-flow CLI is in PATH

Hook Timeouts

• Increase timeout values in configuration
• Make hooks asynchronous for heavy operations
• Optimize hook logic
• Check network connectivity for MCP tools

Memory Issues

• Set appropriate TTLs for memory keys
• Clean up old memory entries
• Use memory namespaces effectively
• Monitor memory usage

Performance Problems

• Profile hook execution times
• Use caching for repeated operations
• Batch operations when possible
• Reduce hook complexity

Related Commands

• npx @claude-flow/cli@latest init --hooks - Initialize hooks system
• npx @claude-flow/cli@latest hook --list - List available hooks
• npx @claude-flow/cli@latest hook --test <hook> - Test specific hook
• npx @claude-flow/cli@latest memory usage - Manage memory
• npx @claude-flow/cli@latest agent spawn - Spawn agents
• npx @claude-flow/cli@latest swarm init - Initialize swarm

Integration with Other Skills

This skill works seamlessly with:

• SPARC Methodology - Hooks enhance SPARC workflows
• Pair Programming - Automated quality in pairing sessions
• Verification Quality - Truth-score validation in hooks
• GitHub Workflows - Git integration for commits/PRs
• Performance Analysis - Metrics collection in hooks
• Swarm Advanced - Multi-agent coordination via hooks