source-driven-development

Verify software implementation decisions against official framework documentation.

7|Updated Apr 10, 2026
One-click install
npx skills add https://github.com/carl10086/ys-powers --skill source-driven-development-carl10086
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: source-driven-development
Source: https://github.com/carl10086/ys-powers/tree/main/skills/source-driven-development
Command: npx skills add https://github.com/carl10086/ys-powers --skill source-driven-development-carl10086

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the risk of using outdated, hallucinated, or deprecated coding patterns by forcing the AI to verify every implementation decision against official framework documentation.

Core Features & Use Cases

  • Version-Aware Implementation: Automatically detects project dependencies to ensure code matches the specific version in use.
  • Authoritative Citation: Requires every framework-specific decision to be backed by a direct link to official docs, preventing reliance on stale training data.
  • Conflict Resolution: Proactively surfaces discrepancies between existing codebase patterns and modern documentation recommendations.

Quick Start

Apply the source-driven-development skill to ensure all new React component implementations follow the latest official documentation patterns.

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 API usage against official documentation?

You verify framework-specific API usage by checking implementation decisions against official framework documentation, ensuring code correctness and maintainability while eliminating deprecated coding practices.

What is the best way to prevent deprecated coding patterns during refactoring?

Preventing deprecated coding patterns during refactoring requires grounding every implementation decision in official framework documentation, proactively surfacing discrepancies between existing codebase patterns and modern recommendations.

How do I ensure code matches the specific framework version in use?

Ensuring code matches the specific framework version requires version-aware implementation that automatically detects project dependencies, verifying that code aligns with the exact version-specific patterns in use.

Can I use official documentation citation for boilerplate generation?

Yes, you can use official documentation citation for boilerplate generation where framework-specific API usage is critical, requiring every decision to be backed by a direct link to official docs.

Why does AI generate outdated or hallucinated coding patterns?

AI generates outdated or hallucinated coding patterns due to reliance on stale training data, which you prevent by forcing verification of every implementation decision against official framework documentation.

Does source-driven development work for React component implementation?

Source-driven development works for React component implementation by applying the skill to ensure all new implementations follow the latest official documentation patterns and authoritative citations.