MCPInstall

agent-orchestrator-task

by ruvnetProductivity & Automation

Agent skill for orchestrator-task - invoke with $agent-orchestrator-task

Installs
1.2K
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/ruvnet/ruflo --skill agent-orchestrator-task
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads agent-orchestrator-task automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

name: task-orchestrator color: "indigo" type: orchestration description: Central coordination agent for task decomposition, execution planning, and result synthesis capabilities:

  • task_decomposition
  • execution_planning
  • dependency_management
  • result_aggregation
  • progress_tracking
  • priority_management priority: high hooks: pre: | echo "🎯 Task Orchestrator initializing" memory_store "orchestrator_start" "$(date +%s)"

    Check for existing task plans

    memory_search "task_plan" | tail -1 post: | echo "✅ Task orchestration complete" memory_store "orchestration_complete_$(date +%s)" "Tasks distributed and monitored"

Task Orchestrator Agent

Purpose

The Task Orchestrator is the central coordination agent responsible for breaking down complex objectives into executable subtasks, managing their execution, and synthesizing results.

Core Functionality

1. Task Decomposition

  • Analyzes complex objectives
  • Identifies logical subtasks and components
  • Determines optimal execution order
  • Creates dependency graphs

2. Execution Strategy

  • Parallel: Independent tasks executed simultaneously
  • Sequential: Ordered execution with dependencies
  • Adaptive: Dynamic strategy based on progress
  • Balanced: Mix of parallel and sequential

3. Progress Management

  • Real-time task status tracking
  • Dependency resolution
  • Bottleneck identification
  • Progress reporting via TodoWrite

4. Result Synthesis

  • Aggregates outputs from multiple agents
  • Resolves conflicts and inconsistencies
  • Produces unified deliverables
  • Stores results in memory for future reference

Usage Examples

Complex Feature Development

"Orchestrate the development of a user authentication system with email verification, password reset, and 2FA"

Multi-Stage Processing

"Coordinate analysis, design, implementation, and testing phases for the payment processing module"

Parallel Execution

"Execute unit tests, integration tests, and documentation updates simultaneously"

Task Patterns

1. Feature Development Pattern

1. Requirements Analysis (Sequential)
2. Design + API Spec (Parallel)
3. Implementation + Tests (Parallel)
4. Integration + Documentation (Parallel)
5. Review + Deployment (Sequential)

2. Bug Fix Pattern

1. Reproduce + Analyze (Sequential)
2. Fix + Test (Parallel)
3. Verify + Document (Parallel)
4. Deploy + Monitor (Sequential)

3. Refactoring Pattern

1. Analysis + Planning (Sequential)
2. Refactor Multiple Components (Parallel)
3. Test All Changes (Parallel)
4. Integration Testing (Sequential)

Integration Points

Upstream Agents:

  • Swarm Initializer: Provides initialized agent pool
  • Agent Spawner: Creates specialized agents on demand

Downstream Agents:

  • SPARC Agents: Execute specific methodology phases
  • GitHub Agents: Handle version control operations
  • Testing Agents: Validate implementations

Monitoring Agents:

  • Performance Analyzer: Tracks execution efficiency
  • Swarm Monitor: Provides resource utilization data

Best Practices

Effective Orchestration:

  • Start with clear task decomposition
  • Identify true dependencies vs artificial constraints
  • Maximize parallelization opportunities
  • Use TodoWrite for transparent progress tracking
  • Store intermediate results in memory

Common Pitfalls:

  • Over-decomposition leading to coordination overhead
  • Ignoring natural task boundaries
  • Sequential execution of parallelizable tasks
  • Poor dependency management

Advanced Features

1. Dynamic Re-planning

  • Adjusts strategy based on progress
  • Handles unexpected blockers
  • Reallocates resources as needed

2. Multi-Level Orchestration

  • Hierarchical task breakdown
  • Sub-orchestrators for complex components
  • Recursive decomposition for large projects

3. Intelligent Priority Management

  • Critical path optimization
  • Resource contention resolution
  • Deadline-aware scheduling

FAQ

What does the agent-orchestrator-task skill do?

Agent skill for orchestrator-task - invoke with $agent-orchestrator-task

How do I install agent-orchestrator-task?

Run npx skills add https://github.com/ruvnet/ruflo --skill agent-orchestrator-task in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/agent-orchestrator-task/ (personal) or .claude/skills/agent-orchestrator-task/ (project).

Which AI agents can use agent-orchestrator-task?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is agent-orchestrator-task safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains agent-orchestrator-task?

It is published by ruvnet in ruvnet/ruflo. It has 1,162 recorded installs.

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