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source-driven-development

Verify framework-specific code against version-matched official documentation.

Updated Jun 21, 2026
Search Tags:#best practices#code verification#official documentation#framework implementation#source citation#version matching
One-click install
npx skills add https://github.com/Huytutu/KRONOS --skill source-driven-development-huytutu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: source-driven-development
Source: https://github.com/Huytutu/KRONOS/tree/main/.agents/skills/source-driven-development
Command: npx skills add https://github.com/Huytutu/KRONOS --skill source-driven-development-huytutu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the risk of implementing framework-specific code using outdated patterns, unverified APIs, or non-authoritative sources that cause bugs, rework, and technical debt, ensuring every implementation decision is traceable to an authoritative, up-to-date source.

Core Features & Use Cases

  • Stack & Version Detection: Automatically identifies exact framework and library versions from dependency files (e.g., package.json, requirements.txt) to match documentation to your project's setup.
  • Authoritative Source Verification: Fetches and cites only official documentation, official blogs/changelogs, and web standards, filtering out outdated Stack Overflow answers, tutorials, and AI-generated summaries.
  • Conflict Surfacing: Flags discrepancies between existing project code and current official best practices, letting you choose between matching the codebase or adopting modern, recommended patterns.
  • Use Case: When building a React 19 form, this Skill ensures you use the recommended useActionState hook instead of a deprecated useState pattern, with a direct citation to the official React 19 documentation.

Quick Start

Use the source-driven-development skill to implement a user authentication flow for my Next.js 14 app using the latest official Next.js auth patterns, and cite all sources for every framework-specific decision.

Frequently Asked Questions about source-driven-development

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

FAQPage Schema
How do I verify framework-specific code against official documentation?▼

To verify framework-specific code, you must match implementations to official documentation by detecting exact versions from dependency files, ensuring code decisions cite authoritative sources rather than stale tutorials or non-authoritative summaries.

How do I implement boilerplate code using current best practices instead of deprecated patterns?▼

Implementing boilerplate code with current best practices requires surfacing conflicts between existing project code and modern official patterns, allowing you to choose between matching the codebase or adopting recommended framework updates with direct source citations.

Why does my framework implementation have bugs after following AI-generated summaries?▼

Framework implementation bugs from AI-generated summaries occur due to outdated, unverified patterns; eliminating this risk requires traceability to version-matched official documentation, filtering out non-authoritative sources like tutorials and stale Stack Overflow answers.

Does source-driven development work with JavaScript, Python, Go, and Rust ecosystems?▼

Source-driven development works across JavaScript, Python, Go, Rust, and other language ecosystems by applying version detection and authoritative source verification to all software development workflows involving framework-specific implementation and pattern modernization.

What is the best way to modernize deprecated framework patterns in an existing codebase?▼

The best way to modernize deprecated framework patterns is to flag discrepancies between existing code and current official best practices, letting you adopt recommended patterns with full citations to official changelogs and web standards.

When do I need to cite official documentation for code review decisions?▼

You need to cite official documentation for code review decisions whenever verifying framework-specific implementation, ensuring all code decisions are traceable to version-matched official sources to eliminate technical debt and rework.

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