orchestrate

Orchestrate multi-step tasks with plan-first strategy and subagent utilization.

2|1|Updated Mar 13, 2026
One-click install
npx skills add https://github.com/bongrealty/skillcraft --skill orchestrate-bongrealty
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/bongrealty/skillcraft/tree/main/orchestrate
Command: npx skills add https://github.com/bongrealty/skillcraft --skill orchestrate-bongrealty

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a robust methodology for tackling complex, multi-step tasks by enforcing a structured, plan-first approach, leveraging subagents, and incorporating self-improvement loops to minimize errors and ensure high-quality outcomes.

Core Features & Use Cases

  • Plan-First Methodology: Mandates detailed planning before execution for tasks with 3+ steps or architectural decisions.
  • Subagent Strategy: Encourages the use of subagents for research, exploration, and parallel analysis to maintain context clarity and efficiency.
  • Self-Improvement Loop: Implements a system for learning from user corrections to prevent recurring mistakes.
  • Verification Before Done: Ensures tasks are only marked complete after rigorous proof of correctness.
  • Autonomous Bug Fixing: Enables the agent to fix reported bugs directly from logs or error messages without explicit guidance.
  • Use Case: Use this skill to architect a new web service, ensuring all architectural decisions are planned, subagents are used for research on different components, and any user-suggested changes lead to updated lessons learned for future tasks.

Quick Start

Use the orchestrate skill to plan and execute the task of setting up a new CI/CD pipeline for a Python project.

Frequently Asked Questions about orchestrate

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

FAQPage Schema
How do I orchestrate complex multi-step tasks with AI to prevent errors?

You can orchestrate complex tasks by enforcing a plan-first methodology that mandates detailed planning before execution for tasks with 3+ steps or architectural decisions, ensuring structured execution and error mitigation.

When do I need a plan-first workflow strategy for software development?

You need a plan-first workflow strategy for complex software development tasks involving 3+ steps or architectural decisions, where structured execution, subagent utilization, and continuous self-improvement loops are required to minimize errors.

How do I use subagents for research and parallel analysis during system architecture planning?

You use subagents for research, exploration, and parallel analysis during system architecture planning to maintain context clarity and efficiency while distributing complex workflow components across independent agents.

Can AI autonomously fix bugs directly from error logs without explicit guidance?

Yes, autonomous bug fixing capabilities enable the agent to fix reported bugs directly from logs or error messages without explicit guidance, streamlining error mitigation within complex software development workflows.

How does continuous self-improvement work when correcting AI workflow mistakes?

Continuous self-improvement works by implementing a self-improvement loop that learns from user corrections to prevent recurring mistakes, updating lessons learned for future tasks and ensuring high-quality outcomes during complex problem-solving.

Does the orchestrate workflow require verification before marking tasks complete?

Yes, the orchestrate workflow enforces verification before done, ensuring tasks are only marked complete after rigorous proof of correctness is established, thereby minimizing errors in complex multi-step execution.