The Gaiish Language

A tip helps once. A language gives people a way to name what they are doing, recognise what is missing and read one another's work. Gaiish supplies the names — Intent, Context, Instruction, Constraints, Result and Validation — and a stable order for using them. The words remain ordinary language; the structure makes their job in a prompt visible.

Vocabulary, grammar and declarations

Vocabulary

The components and their meanings: the words a Gaiish writer can use to describe purpose, evidence, action, limits, output and checks.

Grammar

The written convention that puts an uppercase label and colon before each block, separates blocks with blank lines and keeps source material under the declaration where it belongs.

Declarations

A declaration tells the model what a particular component means for this task. INTENT: declares the outcome; CONTEXT: declares the situation and material; VALIDATION: declares how the result will be checked.

A language for model-independent communication

The same Gaiish structure can be used with ChatGPT, Claude, Gemini, Copilot, Grok, Llama, Mistral, DeepSeek and Qwen. Models do not interpret prompts identically, and Gaiish does not pretend otherwise. It keeps the human's intent, evidence and boundaries explicit so the prompt can travel between systems without depending on a provider-specific trick.

The current shape

1. IntentWhat are you trying to accomplish?
2. ContextWhat does the AI need to know?
3. InstructionWhat should the AI do?
4. ConstraintsWhat rules, limits, tone, format, requirements or exclusions apply?
5. ResultWhat should the finished output look like?
6. ValidationHow should the AI verify the result satisfies the request?

The six components are the canonical method. Gaiish BASIC and Gaiish PRO are practical frameworks: BASIC compresses the method into four everyday fields, while PRO expands it into eight fields for complex work. The architecture allows sibling frameworks to be added later without changing the core vocabulary.

Read the language