task-design

Generate structured task briefs with context, scope, requirements, and acceptance criteria.

Updated Jan 23, 2026

Search Tags:#templates #acceptance-criteria #AI-agents #issue-creation #work-items #task-design

Ready to run

npx skills add https://github.com/datorresb/vibecoding-starter --skill task-design

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: task-design
Source: https://github.com/datorresb/vibecoding-starter/tree/main/.claude/skills/core/task-design
Command: npx skills add https://github.com/datorresb/vibecoding-starter --skill task-design

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams create clear, executable task specifications for AI agents, reducing miscommunication and rework when turning needs into actionable tasks.

Core Features & Use Cases

Generates structured task briefs for issues, work items, and subagent instructions.
Provides templates for context, scope, requirements, constraints, acceptance criteria, and validation.
Used by product, engineering, and project teams to accelerate autonomous task execution.

Quick Start

Use this skill to design a task brief for automating a bug fix in the codebase.

Frequently Asked Questions about task-design

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

FAQPage Schema

How do I create task briefs for autonomous AI agents?▼

To create task briefs for autonomous AI agents, you need a template-driven approach covering context, scope, requirements, constraints, acceptance criteria, and validation. This ensures AI agents execute work items without miscommunication or rework.

What should be included in work item specifications for AI subagents?▼

Work item specifications for AI subagents should include structured sections for context, scope, requirements, constraints, acceptance criteria, and validation. This template structure reduces rework by ensuring clear, autonomous task execution.

How do you write acceptance criteria for AI agent tasks?▼

Writing acceptance criteria for AI agent tasks requires defining explicit validation sections within a structured task brief. This enforces clear boundaries and expected outcomes for autonomous execution across product, engineering, or operations contexts.

Does generating issues for autonomous AI agents require a specific template format?▼

Generating issues for autonomous AI agents requires a template format that enforces sections for context, scope, requirements, constraints, and validation. This structure prevents miscommunication when turning needs into actionable tasks.

What is the best way to structure task briefs for product and engineering teams?▼

The best way to structure task briefs for product and engineering teams is using a template-driven design with explicit requirements and constraints. This approach accelerates autonomous task execution and minimizes rework.

When do I need a template-driven approach for AI task design?▼

You need a template-driven approach for AI task design when turning complex needs into actionable issues or work items for autonomous agents. It ensures all context, constraints, and acceptance criteria are clearly defined.