tool-loop-orchestrator

Orchestrate sequential tool and sub-agent execution with state management and error handling.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/msageha/maestro_v2 --skill tool-loop-orchestrator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tool-loop-orchestrator
Source: https://github.com/msageha/maestro_v2/tree/main/templates/skills/worker/tool-loop-orchestrator
Command: npx skills add https://github.com/msageha/maestro_v2 --skill tool-loop-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a robust framework for sequentially executing multiple tools or sub-agents, managing their state, defining clear stopping conditions, and handling errors with conditional branching.

Core Features & Use Cases

  • Sequential Execution: Define and run a series of steps, each using a specific tool.
  • State Management: Tracks progress, modified files, and errors throughout the workflow.
  • Stopping Conditions: Implements logic to halt the workflow based on success, failure, or specific criteria (e.g., repeated errors, scope expansion).
  • Error Handling & Branching: Defines actions to take upon step failure, including retries, alternative paths, or reporting failure.
  • Parallel Execution Safety: Outlines rules to prevent conflicts when running independent steps in parallel.
  • Use Case: Automate a complex software development task involving code exploration, implementation, validation, and testing, ensuring that each step is completed correctly before proceeding and that the entire process stops gracefully if issues arise.

Quick Start

Use the tool-loop-orchestrator skill to execute a workflow that first explores the codebase, then implements a feature, and finally validates the changes.

Frequently Asked Questions about tool-loop-orchestrator

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

FAQPage Schema
How do I orchestrate multi-step tool execution workflows reliably?

Multi-step tool execution workflows are orchestrated by sequentially running tools or sub-agents while tracking state, evaluating stopping conditions, and applying conditional error handling for deterministic control. This ensures robust task decomposition and execution monitoring.

What is the best way to manage state and stopping conditions in task automation?

State management and stopping conditions in task automation are handled by tracking progress, modified files, and errors throughout the workflow. The process evaluates criteria like repeated errors or scope expansion to halt execution gracefully and ensure fault-tolerant process management.

How do you handle errors and branching in a sequential tool workflow?

Errors and branching in a sequential tool workflow are handled by defining conditional actions upon step failure, including retries, alternative paths, or reporting failure. This prevents workflow breakdown and maintains deterministic execution monitoring.

Can I run independent workflow steps in parallel without conflicts?

Independent workflow steps can run in parallel safely by applying specific rules to prevent conflicts. The orchestration framework manages parallel execution alongside sequential state tracking, ensuring deterministic workflow control and fault-tolerant process management.

When do I need a tool loop orchestrator for complex task automation?

A tool loop orchestrator is needed for complex task automation scenarios requiring deterministic workflow control, robust task decomposition, and conditional logic. It is ideal for software development processes like code exploration, implementation, and validation.

What are the limitations of using sequential orchestration for multi-step tasks?

Sequential orchestration for multi-step tasks requires clear stopping conditions and error handling to avoid scope expansion or repeated errors. It may not suit unpredictable dynamic environments where deterministic workflow control and conditional logic are hard to define.