The first specification protocol written by a creator, for the AI age.
Internally codenamed "Book of God" — a private name for a public protocol.
If OpenAI has Model Spec defining how their models should behave, and Anthropic has Constitutional AI defining their models' values — then every serious creator needs their own Spec.
Creator Spec is the first attempt at exactly that: a faithful translation protocol between a human creator's complete intent and the machine intelligence executing it.
It is not a prompt framework. It is not a workflow. It is the missing layer between human ambiguity and machine precision.
The most underrated bottleneck of the AI era is not generation capability — it is the specification problem.
- Models can generate 1,000 variations.
- Humans can't articulate which one they want.
- In complex creative domains (e.g. game development), intent-loss exceeds 80%.
Creator Spec aims to drive end-to-end intent-loss toward zero — for one creator, in one domain, first.
This protocol emerged from deep dialogue between a frontier LLM and a veteran creator — known online for over a decade as "the kind wolf" (善良的大灰狼) — who has lived through four media revolutions in Chinese gaming: PC → online → web → mobile.
Now entering the fifth, and the most important.
The protocol is being battle-tested in the development of an AI-native game, to be released in 2025–2026.
The game is the proof. The Spec is the legacy.
- v0.1 — Manifesto & first principles (this commit)
- v0.2 — Core glossary (Q1 2026)
- v0.3 — Domain extension: Game Design (Q2 2026)
- v1.0 — Released alongside the first work (2026)
The internal name "Book of God" (上帝之书) is not a claim of divinity. It is a creator's private term for a personal aspiration: to write down, faithfully, what one means — so that no part of the intent is lost in translation.
Every creator, in their own studio, writes their own Book of God. This repository is just the first one made public.
First commit: this is the moment. If you're reading this from the future — yes, it started here.# creator-spec