source-code-context

Provide local source-code references under reference/repos for AI coding agents.

Updated Jun 1, 2026
One-click install
npx skills add https://github.com/manjunathva2018/urban-invention --skill source-code-context
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: source-code-context
Source: https://github.com/manjunathva2018/urban-invention/tree/main/source-code-context
Command: npx skills add https://github.com/manjunathva2018/urban-invention --skill source-code-context

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI coding agents often guess API names or framework behavior from outdated or incomplete docs. This skill provides local source-code references so the agent searches the real implementation before coding.

Core Features & Use Cases

  • Ground AI coding with the actual repository source to prevent hallucinations about APIs and behavior.
  • Setup a local reference structure to guide the agent to trustworthy code.
  • Use case: when wiring a new SDK or integrating a package, point the agent to the local source under reference/repos/github.com/company/project and search there first.

Quick Start

Point the agent to the local source under reference/repos/github.com/company/project and search there first.

Frequently Asked Questions about source-code-context

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

FAQPage Schema
How do I stop AI coding agents from hallucinating API names when documentation is incomplete?

To stop AI coding agents from hallucinating API names, provide local source-code references so the agent searches the real implementation under a local path before coding. This grounds the AI in actual repository source rather than guessing from incomplete docs.

What is the best way to integrate an SDK with an AI coding assistant when the docs are misleading?

The best way to integrate an SDK with an AI coding assistant is to maintain a local reference structure under reference/repos and instruct the agent to search that path first. This ensures the agent wires the new SDK using the actual package source code.

How do I set up local source-code references for AI coding tasks?

To set up local source-code references, place the repository source under reference/repos/github.com/company/project and instruct the AI agent to search there first before writing code. This creates a stable local reference structure to guide the agent to trustworthy code.

Can I use local source code to ground AI agents instead of relying on framework documentation?

Yes, you can ground AI agents with local source code instead of relying on framework documentation. By pointing the agent to the actual repository source, it searches the real implementation to prevent hallucinations about API behavior and package integration details.

Why does my AI coding agent guess wrong framework behavior from outdated docs?

AI coding agents guess wrong framework behavior because they rely on outdated or incomplete docs instead of the actual implementation. Providing local source-code references forces the agent to search the real repository source first, preventing these hallucinations.