One-click install
npx skills add https://github.com/freedomw1987/tree_monstor --skill orchestrator-freedomw1987
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/freedomw1987/tree_monstor/tree/main/skills/orchestrator
Command: npx skills add https://github.com/freedomw1987/tree_monstor --skill orchestrator-freedomw1987

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually coordinating multiple specialized development subagents, tracking task dependencies, and managing parallel/sequential execution for software projects leads to disjointed workflows, missed dependencies, and delayed delivery. This Skill eliminates that overhead by automating end-to-end task orchestration for development teams.

Core Features & Use Cases

  • Automated Task Orchestration: Decomposes large project requirements into executable tasks, schedules parallel or sequential execution based on dependencies, and automatically unblocks tasks when their prerequisites are completed.
  • Real-Time Progress Tracking: Maintains a centralized Task Board that updates task status, blocks, completion progress, and dependency graphs for full visibility across the development team.
  • Tiered Failure Handling: Implements a structured failure policy for automatic retries of transient errors, root cause analysis for logic errors, and escalation of critical blockers to the lead developer for resolution.
  • Use Case: For a full-stack e-commerce inventory system, use this Skill to automatically coordinate BA, SA, frontend, backend, and QA subagents, ensure API design is completed before frontend development starts, and track progress across all workstreams without manual check-ins.

Quick Start

Use the orchestrator skill to coordinate all development subagents for your new project, automatically generate the task board, and manage task execution and dependencies end-to-end.

Frequently Asked Questions about orchestrator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate task tracking and dependency management for multiple development subagents?

Automate task tracking and dependency management by decomposing project requirements into executable tasks, scheduling parallel or sequential execution based on dependencies, and automatically unblocking tasks when prerequisites complete. This eliminates manual coordination overhead across specialized development subagents.

What is the best way to coordinate full-stack development workflows with parallel and sequential execution scheduling?

Coordinate full-stack development workflows by using automated task orchestration to schedule parallel or sequential execution based on dependency graphs. This ensures prerequisites like API design are completed before dependent tasks like frontend development start, maintaining workflow continuity across BA, SA, frontend, backend, QA, and DevOps roles.

How does tiered failure recovery work for development subagent task orchestration?

Tiered failure recovery for task orchestration implements automatic retries for transient errors, performs root cause analysis for logic errors, and escalates critical blockers to the lead developer. This structured failure policy ensures transient issues are handled automatically while complex problems receive human intervention.

Can I use automated task orchestration to manage dependencies between BA, SA, frontend, backend, and QA workstreams?

Yes, automated task orchestration manages dependencies across BA, SA, frontend, backend, and QA workstreams by maintaining a centralized Task Board with real-time status updates, dependency graphs, and completion progress. This provides full visibility across all development roles without manual check-ins.

Does automated subagent coordination maintain a real-time task board for cross-subagent status visibility?

Yes, automated subagent coordination maintains a centralized Task Board that updates task status, blocks, completion progress, and dependency graphs in real time. This provides full cross-subagent status visibility, eliminating the need for manual progress tracking and disjointed workflow management.

When do I need automated task orchestration for software project management instead of manual coordination?

You need automated task orchestration when manually coordinating multiple specialized subagents leads to disjointed workflows, missed dependencies, and delayed delivery. It is essential for end-to-end software projects requiring task decomposition, dependency management, and parallel or sequential execution scheduling across multiple development roles.