What problem does it solve? AI-generated code often relies on stale training data, producing deprecated APIs, outdated patterns, and subtle bugs that only surface after hours of debugging. This Skill grounds every framework-specific implementation decision in current official documentation so the code you receive is verifiable and version-correct. ## Core Features & Use Cases - Stack Detection: Reads dependency files like package.json, requirements.txt, or go.mod to identify exact framework versions before writing any code. - Documentation-First Implementation: Fetches the specific official docs page for each feature, follows documented API signatures, and avoids deprecated patterns. - Source Citation: Annotates code comments and explanations with full URLs, deep links, and quoted passages so every decision is auditable. - Use Case: You ask for a React 19 form with submission state. Instead of a manual useState/isPending pattern from memory, the Skill fetches react.dev, implements useActionState per the current docs, and cites the exact reference page. ## Quick Start Ask the assistant to implement a framework-specific feature using source-driven development so every pattern is verified against the official documentation for your detected versions.