what-context-needed

List essential and helpful files an AI needs before answering a question.

1|Updated Feb 23, 2026
One-click install
npx skills add https://github.com/Gabeujin/workspace-init-mcp --skill what-context-needed-gabeujin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: what-context-needed
Source: https://github.com/Gabeujin/workspace-init-mcp/tree/main/awesome/skills/what-context-needed
Command: npx skills add https://github.com/Gabeujin/workspace-init-mcp --skill what-context-needed-gabeujin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you understand exactly what information an AI assistant needs to answer your questions accurately, preventing guesswork and improving AI interaction efficiency.

Core Features & Use Cases

  • Context Identification: The AI explicitly lists the files it requires to answer your query.
  • Justification: Provides reasons why each file is necessary for a complete and accurate response.
  • Use Case: When asking a complex coding question, this skill ensures the AI requests the relevant source files, configuration files, and documentation before attempting an answer.

Quick Start

Use the what-context-needed skill to ask Copilot what files it needs before answering the question "How do I implement authentication?".

Frequently Asked Questions about what-context-needed

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

FAQPage Schema
How do I know what files an AI assistant needs to answer my coding question?

To identify what files an AI assistant needs, you can prompt it to explicitly list the essential and helpful source files required. This clarifies context requirements and notes any already provided documents before it attempts an answer.

Why does my AI assistant give inaccurate answers for complex software development queries?

AI assistants give inaccurate answers for complex software development queries when they lack sufficient context. By requesting a context list of necessary configuration and documentation files beforehand, you prevent guesswork and improve accuracy.

What context should I provide an AI assistant before asking it to implement authentication?

Before asking an AI assistant to implement authentication, you should provide relevant source files, configuration files, and documentation. Requesting a context list ensures the AI explicitly identifies these necessary files first.

How do I get Copilot to ask for relevant source files before answering a technical question?

To get Copilot to ask for relevant source files, use a clarification prompt that requests it to list essential files and identify uncertainties. This ensures it reviews the necessary context before answering your technical question.

Can I use an AI assistant to identify missing documentation before solving a technical problem?

Yes, you can use an AI assistant to identify missing documentation before solving a technical problem. It can list essential and helpful files while noting already provided documents and highlighting any uncertainties.