agent-capabilities
CommandMatrix of agent capabilities and their specializations.
SPARC (Specification, Planning, Architecture, Review, Code) is a comprehensive development methodology with 17 specialized modes, all integrated with MCP tools for enhanced coordination and execution.
> /plugin marketplace add ruvnet/agentic-flow> /plugin install agentic-flow@agentic-flow
SPARC (Specification, Planning, Architecture, Review, Code) is a comprehensive development methodology with 17 specialized modes, all integrated with MCP tools for enhanced coordination and execution.
// Execute SPARC mode directly
mcp__claude-flow__sparc_mode {
mode: "<mode>",
task_description: "<task>",
options: {
// mode-specific options
}
}
// Initialize swarm for advanced coordination
mcp__claude-flow__swarm_init {
topology: "hierarchical",
strategy: "auto",
maxAgents: 8
}
// Spawn specialized agents
mcp__claude-flow__agent_spawn {
type: "<agent-type>",
capabilities: ["<capability1>", "<capability2>"]
}
// Monitor execution
mcp__claude-flow__swarm_monitor {
swarmId: "current",
interval: 5000
}# Use when running from terminal or MCP tools unavailable npx claude-flow sparc run <mode> "task description" # For alpha features npx claude-flow@alpha sparc run <mode> "task description" # List all modes npx claude-flow sparc modes # Get help for a mode npx claude-flow sparc help <mode> # Run with options npx claude-flow sparc run <mode> "task" --parallel --monitor
# If claude-flow is installed locally ./claude-flow sparc run <mode> "task description"
// 1. Initialize development swarm
mcp__claude-flow__swarm_init {
topology: "hierarchical",
maxAgents: 12
}
// 2. Architecture design
mcp__claude-flow__sparc_mode {
mode: "architect",
task_description: "design microservices"
}
// 3. Implementation
mcp__claude-flow__sparc_mode {
mode: "coder",
task_description: "implement services"
}
// 4. Testing
mcp__claude-flow__sparc_mode {
mode: "tdd",
task_description: "test all services"
}
// 5. Review
mcp__claude-flow__sparc_mode {
mode: "reviewer",
task_description: "review implementation"
}# 1. Architecture design npx claude-flow sparc run architect "design microservices" # 2. Implementation npx claude-flow sparc run coder "implement services" # 3. Testing npx claude-flow sparc run tdd "test all services" # 4. Review npx claude-flow sparc run reviewer "review implementation"
// 1. Research phase
mcp__claude-flow__sparc_mode {
mode: "researcher",
task_description: "research best practices"
}
// 2. Innovation
mcp__claude-flow__sparc_mode {
mode: "innovator",
task_description: "propose novel solutions"
}
// 3. Documentation
mcp__claude-flow__sparc_mode {
mode: "documenter",
task_description: "document findings"
}# 1. Research phase npx claude-flow sparc run researcher "research best practices" # 2. Innovation npx claude-flow sparc run innovator "propose novel solutions" # 3. Documentation npx claude-flow sparc run documenter "document findings"
Production-ready AI agent orchestration with 66 self-learning agents, 213 MCP tools, and autonomous multi-agent swarms.
Matrix of agent capabilities and their specializations.
Complete guide to all 54 available agent types in Claude Flow.
Reviewed all command files in `.claude/commands/analysis/` directory to ensure proper usage of: - `mcp__claude-flow__*` tools…
Analyze performance bottlenecks in swarm operations and suggest optimizations.
Implement tasks incrementally — build, test, verify, commit. Add "auto" to run the whole plan in one approved pass.