lightfast-changelog
Lightfast Changelog Skill
Write changelog entries optimized for Answer Engine Optimization (AEO) — structured so AI engines (ChatGPT, Perplexity, Claude, Google AI Overviews) can retrieve and cite individual sections as standalone answers.
Core Principle
AI engines retrieve content at the chunk/snippet level, not the page level. Every H2 section in a changelog entry must function as a self-contained, directly answerable snippet that a query fanout sub-query can retrieve independently.
Source: tryprofound.com's AEO methodology, derived from ML model trained on millions of top-cited pages across AI platforms.
Content Pipeline
Changelog MDX files live at apps/www/src/content/changelog/. Frontmatter is validated at build time against a Zod schema in apps/www/src/lib/content-schemas.ts. The SEO pipeline (apps/www/src/lib/seo-bundle.ts) produces Next.js Metadata and JSON-LD structured data per entry.