AI Engineering

Prescriptive guidance for building and reviewing LLM/AI applications. Thirteen orthogonal concerns — load only the rules the current task needs.

This SKILL.md is a thin index. Detailed rules live in rules/*.md and load on demand. Curated source URLs live in references/primary-sources.md. Date-flagged changes since 2024 live in references/recent-changes.md. Literal scaffolding lives in templates/.

Mode Detection

Parse $ARGUMENTS (first token) and detect the mode: