what-context-needed

Identify required and optional codebase files for answering developer questions.

Updated Mar 25, 2026
One-click install
npx skills add https://github.com/involvex/skills --skill what-context-needed-involvex
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: what-context-needed
Source: https://github.com/involvex/skills/tree/main/skills/what-context-needed
Command: npx skills add https://github.com/involvex/skills --skill what-context-needed-involvex

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many questions about a codebase or project lack the specific files an assistant needs to provide accurate, actionable answers; this Skill systematically determines which files are necessary so the assistant can request only relevant context and avoid guessing.

Core Features & Use Cases

  • File Discovery Guidance: Produces a prioritized list of files the assistant must see and files that are helpful but optional.
  • Relevance Explanation: Explains why each file matters for the specific question so users can share targeted context.
  • Conversation Awareness: Notes which files have already been provided and highlights uncertainties that require clarification.
  • Use Case: Useful during code review, debugging, feature design, dependency analysis, and security investigations where missing files reduce answer quality.

Quick Start

Ask the assistant: "Before answering, list the files you need to see and explain why each is relevant to my question."

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 which files to provide an AI assistant for a codebase question?

To determine which files to provide for a codebase question, you need a systematic approach that analyzes your request and outputs a prioritized list of required and optional files, along with reasons for their relevance to guide targeted file sharing.

What context is needed for an accurate code review or debugging recommendation?

Accurate code review and debugging recommendations require specific context files. Identifying these missing files beforehand prevents the assistant from guessing and ensures actionable advice by explicitly highlighting uncertainties that require clarification.

How can I identify missing context before implementing a new feature?

You can identify missing context for feature implementation by generating a prioritized file list that separates strictly required files from helpful optional ones, explaining why each file matters so you can share the exact project context needed.

Does this approach work for security investigations and dependency analysis?

Yes, this approach works for security investigations and dependency analysis. It systematically determines the necessary files for these tasks, notes files already seen in the conversation, and highlights uncertainties to ensure comprehensive context coverage.

What is the best way to stop an AI from guessing when answering project questions?

The best way to stop AI guessing is to request a prioritized list of required and optional files before answering. This method identifies explicit uncertainties and notes already-provided files, guiding you to share only relevant context.