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orchestrator

Multi-agent task orchestration with TodoWrite/TodoRead/Task/Memory using MCP tools.

Install / Use

npx skills add spencermarx/open-code-review

Installs into whichever agent you are using.

About this skill
⚡

Claude Commands

Claude Code slash commands

Quality Score

83/100

Supported Platforms

Claude Code

Our assessment of orchestrator

orchestrator scores 83/100 on our quality scale, 3102nd of 4,546 Development & Engineering skills we index.

Its Claude Commands is 3.1 KB long, well organised into 25 sections with 7 code examples: a solid amount of guidance for an agent.

It has 368 GitHub stars, a meaningful sign that others use it.

Substance
26/30
Structure
20/20
Description
12/15
Adoption
11/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated about 3 months ago, so orchestrator is actively maintained.
  • It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-10-15. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

orchestrator compared with similar skills

All 4 of these similar skills score higher than orchestrator; compare them before choosing.

SkillScoreStarsUpdatedFormat
orchestrator (this skill)by spencermarx833683mo agoClaude Commands
claude-memby thedotmack100100.9k1d agoCLAUDE.md
Agent-Reachby Panniantong10097.6ktodayCLAUDE.md
taste-skillby Leonxlnx10097.0ktodayCLAUDE.md
Understand-Anythingby Egonex-AI10086.4k3d agoCLAUDE.md

Frequently asked questions

How do I install orchestrator?
Run npx skills add spencermarx/open-code-review. The install tabs above show the steps for each supported agent.
Which AI agents does orchestrator work with?
It is written for Claude Code, as a Claude Commands file. Other agents that read the same format can often use it too.
Is orchestrator safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is orchestrator still maintained?
The repository was last updated about 3 months ago, so orchestrator is actively maintained.

SPARC Orchestrator Mode

Purpose

Multi-agent task orchestration with TodoWrite/TodoRead/Task/Memory using MCP tools.

Activation

Option 1: Using MCP Tools (Preferred in Claude Code)

mcp__claude-flow__sparc_mode {
  mode: "orchestrator",
  task_description: "coordinate feature development"
}

Option 2: Using NPX CLI (Fallback when MCP not available)

# 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"

Option 3: Local Installation

# If claude-flow is installed locally
./claude-flow sparc run orchestrator "coordinate feature development"

Core Capabilities

  • Task decomposition
  • Agent coordination
  • Resource allocation
  • Progress tracking
  • Result synthesis

Integration Examples

Using MCP Tools (Preferred)

// 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"]
}

Using NPX CLI (Fallback)

# 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"

Orchestration Patterns

  • Hierarchical coordination
  • Parallel execution
  • Sequential pipelines
  • Event-driven flows
  • Adaptive strategies

Coordination Tools

  • TodoWrite for planning
  • Task for agent launch
  • Memory for sharing
  • Progress monitoring
  • Result aggregation

Workflow Example

Using MCP Tools (Preferred)

// 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
}

Using NPX CLI (Fallback)

# 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

Related Skills

View on GitHub
GitHub Stars368
CategoryDevelopment
Updated2mo ago
Forks33

Languages

TypeScript

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions
orchestrator — Claude Commands: Install & Safety Check | SkillAgent