create-task-from-json

Convert JSON task descriptions into actionable prompts for AI coding assistants.

401|41|Updated Jan 19, 2026
One-click install
npx skills add https://github.com/imbue-ai/mngr --skill create-task-from-json
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: create-task-from-json
Source: https://github.com/imbue-ai/mngr/tree/main/.claude/skills/create-task-from-json
Command: npx skills add https://github.com/imbue-ai/mngr --skill create-task-from-json

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the process of converting task details stored in JSON files into well-structured prompts for AI models, saving time and ensuring consistency.

Core Features & Use Cases

  • Prompt Generation: Creates detailed and concise prompts from JSON files describing specific tasks.
  • Context Integration: Incorporates relevant project and repository context from associated files to enhance prompt quality.
  • Use Case: Automate the creation of prompts for coding, documentation, or project management tasks by processing input JSON and contextual files.

Quick Start

Use the create-task-from-json skill to generate a prompt based on a JSON file representing a development task, then save it for execution.

Frequently Asked Questions about create-task-from-json

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

FAQPage Schema
How do I convert JSON task descriptions into AI prompts?

To convert JSON task descriptions into AI prompts, this Skill parses your JSON files and transforms them into clear, concise instructions for AI coding assistants. It automatically integrates related project files and commit histories to ensure the generated prompts are directly actionable.

Does the generated prompt include context from related files and commit histories?

Yes, the generated prompt includes context from related files and commit histories. This context integration mechanism extracts associated project details from your repository to enhance prompt quality and provide the AI assistant with necessary background information.

Can I use this to automate prompt generation for software development workflows?

You can use this to automate prompt generation for software development workflows. It processes structured JSON task input to create detailed prompts suitable for coding, documentation, or project management tasks, saving time and ensuring consistency across automated task creation.

What is the best way to create actionable prompts for AI coding assistants from structured data?

The best way to create actionable prompts for AI coding assistants from structured data is processing your input JSON through this Skill. It ensures the output prompts are clear, concise, and directly actionable, streamlining the conversion of task details into well-structured AI instructions.

Do I need specific dependencies or environments to process JSON files into prompts?

You do not need specific dependencies to process JSON files into prompts. This Skill operates independently without external requirements, relying on its internal scripts and references to transform your JSON task descriptions and associated repository context into comprehensive AI prompts.