/smart-agents
Automatically spawn the right agents at the right time without manual intervention.
$ npx -y skills add spencermarx/open-code-review --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/smart-agents
Context preview
What this command does when you run it.
Automatically spawn the right agents at the right time without manual intervention.
Command definition
smart-agents.mdSmart Agent Auto-Spawning
Purpose
Automatically spawn the right agents at the right time without manual intervention.
Auto-Spawning Triggers
1. File Type Detection
When editing files, agents auto-spawn:
- **JavaScript/TypeScript**: Coder agent
- **Markdown**: Researcher agent
- **JSON/YAML**: Analyst agent
- **Multiple files**: Coordinator agent
2. Task Complexity
Simple task: "Fix typo"
→ Single coordinator agent
Complex task: "Implement OAuth with Google"
→ Architect + Coder + Tester + Researcher
3. Dynamic Scaling
The system monitors workload and spawns additional agents when:
- Task queue grows
- Complexity increases
- Parallel opportunities exist
**Status Monitoring:**
// Check swarm health
mcp__claude-flow__swarm_status({
"swarmId": "current"
})
// Monitor agent performance
mcp__claude-flow__agent_metrics({
"agentId": "agent-123"
})Configuration
MCP Tool Integration
Uses Claude Flow MCP tools for agent coordination:
// Initialize swarm with appropriate topology
mcp__claude-flow__swarm_init({
"topology": "mesh",
"maxAgents": 8,
"strategy": "auto"
})
// Spawn agents based on file type
mcp__claude-flow__agent_spawn({
"type": "coder",
"name": "JavaScript Handler",
"capabilities": ["javascript", "typescript"]
})Fallback Configuration
If MCP tools are unavailable:
npx claude-flow hook pre-task --auto-spawn-agents
Benefits
- 🤖 Zero manual agent management
- 🎯 Perfect agent selection
- 📈 Dynamic scaling
- 💾 Resource efficiency
Read more
Smart Agent Auto-Spawning
Purpose
Automatically spawn the right agents at the right time without manual intervention.
Auto-Spawning Triggers
1. File Type Detection
When editing files, agents auto-spawn:
- **JavaScript/TypeScript**: Coder agent
- **Markdown**: Researcher agent
- **JSON/YAML**: Analyst agent
- **Multiple files**: Coordinator agent
2. Task Complexity
Simple task: "Fix typo" → Single coordinator agent Complex task: "Implement OAuth with Google" → Architect + Coder + Tester + Researcher
3. Dynamic Scaling
The system monitors workload and spawns additional agents when:
- Task queue grows
- Complexity increases
- Parallel opportunities exist
**Status Monitoring:**
// Check swarm health
mcp__claude-flow__swarm_status({
"swarmId": "current"
})
// Monitor agent performance
mcp__claude-flow__agent_metrics({
"agentId": "agent-123"
})Configuration
MCP Tool Integration
Uses Claude Flow MCP tools for agent coordination:
// Initialize swarm with appropriate topology
mcp__claude-flow__swarm_init({
"topology": "mesh",
"maxAgents": 8,
"strategy": "auto"
})
// Spawn agents based on file type
mcp__claude-flow__agent_spawn({
"type": "coder",
"name": "JavaScript Handler",
"capabilities": ["javascript", "typescript"]
})Fallback Configuration
If MCP tools are unavailable:
npx claude-flow hook pre-task --auto-spawn-agents
Benefits
- 🤖 Zero manual agent management
- 🎯 Perfect agent selection
- 📈 Dynamic scaling
- 💾 Resource efficiency
AI-powered multi-agent code review. Simulates a customizable team of Engineers performing code review with built-in discourse.
Repo: spencermarx/open-code-review
Other commands on open-code-review.
- /COMMAND_COMPLIANCE_REPORT
Reviewed all command files in `.claude/commands/analysis/` directory to ensure proper usage of: - `mcp__claude-flow__*` tools (preferred) - `npx claude-flow` commands (as fallback) - No direct implementation calls
Open command - /bottleneck-detect
Analyze performance bottlenecks in swarm operations and suggest optimizations.
Open command - /performance-bottlenecks
Identify and resolve performance bottlenecks in your development workflow.
Open command - /performance-report
Generate comprehensive performance reports for swarm operations.
Open command - /token-efficiency
Reduce token consumption while maintaining quality through intelligent coordination.
Open command - /token-usage
Analyze token usage patterns and optimize for efficiency.
Open command

