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workflow-orchestration

Orchestrate multi-step AI agent tasks with planning, verification, and lessons capture.

113|11|Updated Feb 3, 2026
Search Tags:#self-improvement#bug fixing#verification#software quality#task orchestration#subagent delegation#agent planning
One-click install
npx skills add https://github.com/vxcozy/workflow-orchestration --skill workflow-orchestration-vxcozy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: workflow-orchestration
Source: https://github.com/vxcozy/workflow-orchestration/tree/main
Command: npx skills add https://github.com/vxcozy/workflow-orchestration --skill workflow-orchestration-vxcozy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Workflow orchestration helps prevent wasted effort and unreliable outputs by forcing disciplined planning, verification, and continuous improvement across non-trivial AI-assisted tasks.

Core Features & Use Cases

  • Plan Mode by default for tasks with 3+ steps or architectural decisions, reducing backtracking and ambiguity.
  • Subagent delegation to keep the main context clean while doing research, parallel analysis, and targeted verification.
  • Verification before “done” using staff-engineer-style checks, ensuring completeness and correctness before completion.
  • Lessons and self-improvement loops that capture user corrections into persistent rules to stop repeating the same mistakes.

Quick Start

Invoke the skill to orchestrate a non-trivial implementation with explicit planning, progress tracking, and verification.

Frequently Asked Questions about workflow-orchestration

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

FAQPage Schema
How do I prevent false completion claims when using AI agents for bug fixing?▼

Preventing false completion during bug fixing requires staff-engineer-level verification criteria before marking tasks done. This workflow orchestration approach mandates quality gates and explicit checks to ensure completeness and correctness.

What's the best way to plan multi-step refactoring tasks without polluting the main context?▼

Planning multi-step refactoring tasks without context pollution requires subagent delegation. This technique delegates targeted research and parallel analysis to subagents, keeping the main context clean and focused.

Can I use task orchestration to stop AI agents from repeating the same mistakes?▼

Yes, you can stop AI agents from repeating mistakes using task orchestration with self-improvement loops. This mechanism captures user corrections into persistent rules within tasks/lessons.md, creating continuous learning.

When do I need plan-first execution for software quality tasks?▼

You need plan-first execution for software quality tasks involving 3 or more steps or architectural decisions. This process reduces ambiguity and backtracking by forcing explicit planning before implementation begins.

Does workflow orchestration work without external dependencies?▼

Yes, workflow orchestration works without external dependencies. It operates as a repeatable task protocol using internal references, requiring no additional frameworks or libraries to implement planning, verification, and learning loops.

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