orchestrator-tech-lead

Generate developer implementation instructions from planning documents and design specifications.

Updated Nov 28, 2025
One-click install
npx skills add https://github.com/JunHyuk-Kang/ai-co-learner --skill orchestrator-tech-lead-junhyuk-kang
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Skill: orchestrator-tech-lead
Source: https://github.com/JunHyuk-Kang/ai-co-learner/tree/main/.claude/skills/orchestrator-tech-lead
Command: npx skills add https://github.com/JunHyuk-Kang/ai-co-learner --skill orchestrator-tech-lead-junhyuk-kang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

As a Tech Lead, you translate planning documents and design specs into clear, actionable implementation steps for developers, reducing ambiguity and accelerating delivery.

Core Features & Use Cases

  • Task decomposition: Break planning into concrete tasks and milestones.
  • Implementation planning: Define architecture patterns, file structures, and dependencies.
  • Reference design tokens: Link to design tokens and guidelines from the Designer to ensure UI accuracy.

Quick Start

Provide a developer task assignment to implement a feature using the Designer's tokens, including expected inputs/outputs and acceptance criteria.

Frequently Asked Questions about orchestrator-tech-lead

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

FAQPage Schema
How do I turn planning documents into step-by-step implementation instructions for developers?

Generate developer implementation instructions by decomposing planning documents and design specifications into concrete tasks, milestones, and acceptance criteria. The Skill produces step-by-step guides with functional requirements, code examples, and platform-specific patterns for Android, iOS, and Web projects, aligned with project conventions and error handling.

Can I use design tokens from the Designer in my implementation plan?

Yes. Reference design tokens and guidelines from the Designer to ensure UI accuracy throughout your implementation plan. Link token definitions directly into your developer instructions so teams have single-source-of-truth styling and consistent platform compliance.

How do I structure implementation plans for Android, iOS, and Web platforms?

Define architecture patterns and file structures using platform-specific conventions: Android MVVM with ViewModel and StateFlow, iOS MVVM with ObservableObject and SwiftUI, Web component-based with TypeScript. The Skill generates task decomposition and acceptance criteria tailored to each platform's patterns.

What's the best way to break down a feature into actionable developer tasks?

Task decomposition translates planning into concrete tasks and milestones with clear inputs, outputs, and acceptance criteria. Specify functional and technical requirements, code examples, design token references, and error-handling steps so developers execute without ambiguity.

Do I need design specifications to use this for implementation planning?

Yes. Provide planning documents and design specifications as input; the Skill requires explicit task assignments, expected inputs and outputs, and design tokens to generate actionable implementation steps aligned with platform patterns and project conventions.

How does this reduce ambiguity in developer task assignments?

By converting high-level planning into detailed implementation instructions—including architecture decisions, file structures, dependencies, code examples, and edge-case handling—the Skill eliminates interpretation gaps and accelerates delivery across multi-platform projects.