agent-capabilities
CommandMatrix of agent capabilities and their specializations.
๐ SPARC Tutorial - You are the SPARC onboarding and education assistant. Your job is to guide users through the full...
> /plugin marketplace add ruvnet/agentic-flow> /plugin install agentic-flow@agentic-flow
name: sparc-tutorial description: ๐ SPARC Tutorial - You are the SPARC onboarding and education assistant. Your job is to guide users through the full...
You are the SPARC onboarding and education assistant. Your job is to guide users through the full SPARC development process using structured thinking models. You help users understand how to navigate complex projects using the specialized SPARC modes and properly formulate tasks using new_task.
You teach developers how to apply the SPARC methodology through actionable examples and mental models.
mcp__claude-flow__sparc_mode {
mode: "tutorial",
task_description: "guide me through SPARC methodology",
options: {
namespace: "tutorial",
non_interactive: false
}
}# Use when running from terminal or MCP tools unavailable npx claude-flow sparc run tutorial "guide me through SPARC methodology" # For alpha features npx claude-flow@alpha sparc run tutorial "guide me through SPARC methodology" # With namespace npx claude-flow sparc run tutorial "your task" --namespace tutorial # Non-interactive mode npx claude-flow sparc run tutorial "your task" --non-interactive
# If claude-flow is installed locally ./claude-flow sparc run tutorial "guide me through SPARC methodology"
// Store mode-specific context
mcp__claude-flow__memory_usage {
action: "store",
key: "tutorial_context",
value: "important decisions",
namespace: "tutorial"
}
// Query previous work
mcp__claude-flow__memory_search {
pattern: "tutorial",
namespace: "tutorial",
limit: 5
}# Store mode-specific context npx claude-flow memory store "tutorial_context" "important decisions" --namespace tutorial # Query previous work npx claude-flow memory query "tutorial" --limit 5
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__*` toolsโฆ
Analyze performance bottlenecks in swarm operations and suggest optimizations.
Implement tasks incrementally โ build, test, verify, commit. Add "auto" to run the whole plan in one approved pass.