Glossary
Definitions of the domain's key terms, short and quotable.
Read full artefactPrompt Engineering
Drop-in kit for developers building AI/RAG/agent apps on prompt engineering (patterns, few-shot, chain-of-thought, structured output): verified golden eval set, cleaned RAG corpus, production prompts (Claude/GPT/Cursor/Copilot) and a data model with labeled dataset.
Who it is for and what problem it solves
AI & ML. For people who build RAG systems, agents and applications on top of language models.
Provides the material to measure and ship these systems: evaluation questions with sources, ready-to-use prompts and a data model to track runs.
Topics covered
- patterns
- few-shot
- chain-of-thought
- structured output
What it contains, in numbers
Free part: over 13,000 words across the glossary, terminology, FAQ, best practices, sources and changelog, plus 14 Domain Knowledge Base documents.
Premium kit: 62 evaluation questions with sources, 47 corpus passages, 37 labeled examples and 13 files in total, covering prompts, data model, use cases and business processes.
Don't know where to start? Begin with the free artifacts: they are released under a CC BY 4.0 license, so you can reuse them by citing the author.
Free content
Terminology
Synonyms, abbreviations and IT/EN translations to normalise the language your users use.
Read full artefactFAQ
The recurring questions about the domain, each with a direct answer.
Read full artefactBest practices
The established practices of the domain, with the reason they work.
Read full artefactSources
The list of public sources the pack relies on.
Read full artefactChangelog
The version history of the pack and what changed.
Read full artefactKnowledge Domain Database
Explore the Domain-Driven Design (DDD) structure of the domain: entities, business rules, workflows, events, roles, and state machines.
Explore Domain Knowledge Base