agent-capabilities
CommandMatrix of agent capabilities and their specializations.
Multi-agent task orchestration with TodoWrite/TodoRead/Task/Memory using MCP tools.
> /plugin marketplace add ruvnet/agentic-flow> /plugin install agentic-flow@agentic-flow
Multi-agent task orchestration with TodoWrite/TodoRead/Task/Memory using MCP tools.
mcp__claude-flow__sparc_mode {
mode: "orchestrator",
task_description: "coordinate feature development"
}# Use when running from terminal or MCP tools unavailable npx claude-flow sparc run orchestrator "coordinate feature development" # For alpha features npx claude-flow@alpha sparc run orchestrator "coordinate feature development"
# If claude-flow is installed locally ./claude-flow sparc run orchestrator "coordinate feature development"
// Initialize orchestration swarm
mcp__claude-flow__swarm_init {
topology: "hierarchical",
strategy: "auto",
maxAgents: 8
}
// Spawn coordinator agent
mcp__claude-flow__agent_spawn {
type: "coordinator",
capabilities: ["task-planning", "resource-management"]
}
// Orchestrate tasks
mcp__claude-flow__task_orchestrate {
task: "feature development",
strategy: "parallel",
dependencies: ["auth", "ui", "api"]
}# Initialize orchestration swarm npx claude-flow swarm init --topology hierarchical --strategy auto --max-agents 8 # Spawn coordinator agent npx claude-flow agent spawn --type coordinator --capabilities "task-planning,resource-management" # Orchestrate tasks npx claude-flow task orchestrate --task "feature development" --strategy parallel --deps "auth,ui,api"
// 1. Initialize orchestration swarm
mcp__claude-flow__swarm_init {
topology: "hierarchical",
maxAgents: 10
}
// 2. Create workflow
mcp__claude-flow__workflow_create {
name: "feature-development",
steps: ["design", "implement", "test", "deploy"]
}
// 3. Execute orchestration
mcp__claude-flow__sparc_mode {
mode: "orchestrator",
options: {parallel: true, monitor: true},
task_description: "develop user management system"
}
// 4. Monitor progress
mcp__claude-flow__swarm_monitor {
swarmId: "current",
interval: 5000
}# 1. Initialize orchestration swarm npx claude-flow swarm init --topology hierarchical --max-agents 10 # 2. Create workflow npx claude-flow workflow create --name "feature-development" --steps "design,implement,test,deploy" # 3. Execute orchestration npx claude-flow sparc run orchestrator "develop user management system" --parallel --monitor # 4. Monitor progress npx claude-flow swarm monitor --interval 5000
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.