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Author SHA1 Message Date
Christian Gunderman 1cf5f1f6f0 Documentation. 2026-03-20 14:46:06 -07:00
Christian Gunderman aced1dec56 Templating. 2026-03-20 14:34:16 -07:00
Christian Gunderman 81f978abeb Basic prompt templating. 2026-03-19 16:01:37 -07:00
2 changed files with 412 additions and 0 deletions
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/**
* @license
* Copyright 2026 Google LLC
* SPDX-License-Identifier: Apache-2.0
*/
import { describe, expect, it } from 'vitest';
import { promptComponent, promptTemplate, renderSnippet, renderTemplate, enabledWhen, section, xmlSection, each, switchOn, type Snippet, type PromptTemplateBase } from './promptTemplating.js';
// Sample prompt components.
type MainPromptOptions = { isInteractive: boolean };
const identity = promptComponent('Your name is Gemini CLI and you are a coding agent');
const interactive = promptComponent<MainPromptOptions>(
enabledWhen('isInteractive', 'You are operating in an interactive session')
);
const mainPrompt = promptComponent<MainPromptOptions>(identity, interactive);
const variadicPrompt = promptComponent('A', 'B', 'C');
const nestedVariadicPrompt = promptComponent('A', ['B', 'C'], 'D');
const enabledWhenPrompt = promptComponent<Record<string, boolean>>(
'Always',
enabledWhen('show', 'Sometimes')
);
const xmlPrompt = xmlSection('rules', 'Be helpful');
const emptyXmlPrompt = xmlSection('rules', '');
const markdownPrompt = section('Rules', 'Be helpful');
const emptyMarkdownPrompt = section('Rules', '');
const customHeaderMarkdownPrompt = section('Rules', 'Be helpful', { headerLevel: 3 });
const eachPrompt = each<{ items: string[] }, string>('items', (item: string) => `Item: ${item}`);
const eachCustomSeparatorPrompt = each<{ items: string[] }, string>('items', (item: string) => item, ', ');
const switchOnPrompt = switchOn<{ mode: string | number }>('mode', {
fast: 'Speed is key',
safe: 'Safety first',
1: 'Mode one',
});
// A high-level template.
interface SystemPromptOptions { name: string }
interface SystemPromptTemplate extends PromptTemplateBase<SystemPromptOptions> {
identity: Snippet<SystemPromptOptions>;
instructions: Snippet<SystemPromptOptions>;
}
const mainTemplate = promptTemplate<SystemPromptOptions, SystemPromptTemplate>({
identity: (opt: SystemPromptOptions) => `Your name is ${opt.name}`,
instructions: 'Be helpful',
});
describe('promptTemplating', () => {
it('should take variadic arguments', () => {
expect(renderSnippet({}, variadicPrompt)).toBe('A,B,C');
});
it('should handle nested arrays (variadic with arrays)', () => {
expect(renderSnippet({}, nestedVariadicPrompt)).toBe('A,B,C,D');
});
it('should handle enabledWhen', () => {
expect(renderSnippet({ show: true }, enabledWhenPrompt)).toBe('Always,Sometimes');
expect(renderSnippet({ show: false }, enabledWhenPrompt)).toBe('Always,');
});
it('should handle xmlSection', () => {
expect(renderSnippet({}, xmlPrompt)).toBe('<rules>\nBe helpful\n</rules>');
});
it('should return empty string for xmlSection if content is empty', () => {
expect(renderSnippet({}, emptyXmlPrompt)).toBe('');
});
it('should handle markdown section with default header', () => {
expect(renderSnippet({}, markdownPrompt)).toBe('# Rules\n\nBe helpful');
});
it('should return empty string for markdown section if content is empty', () => {
expect(renderSnippet({}, emptyMarkdownPrompt)).toBe('');
});
it('should handle markdown section with custom header level', () => {
expect(renderSnippet({}, customHeaderMarkdownPrompt)).toBe('### Rules\n\nBe helpful');
});
it('should handle each', () => {
const options = { items: ['A', 'B'] };
expect(renderSnippet(options, eachPrompt)).toBe('Item: A\nItem: B');
});
it('should handle switchOn', () => {
expect(renderSnippet({ mode: 'fast' }, switchOnPrompt)).toBe('Speed is key');
expect(renderSnippet({ mode: 'safe' }, switchOnPrompt)).toBe('Safety first');
expect(renderSnippet({ mode: 'unknown' }, switchOnPrompt)).toBe('');
});
it('should handle switchOn with numeric values', () => {
expect(renderSnippet({ mode: 1 }, switchOnPrompt)).toBe('Mode one');
});
it('should handle each with custom separator', () => {
const options = { items: ['A', 'B'] };
expect(renderSnippet(options, eachCustomSeparatorPrompt)).toBe('A, B');
});
it('should handle each with non-array value', () => {
const options = { items: 'not an array' as unknown as string[] };
expect(renderSnippet(options, eachPrompt)).toBe('');
});
it('should handle section with different header levels', () => {
const h2Section = section('Level 2', 'Content', { headerLevel: 2 });
const h6Section = section('Level 6', 'Content', { headerLevel: 6 });
expect(renderSnippet({}, h2Section)).toBe('## Level 2\n\nContent');
expect(renderSnippet({}, h6Section)).toBe('###### Level 6\n\nContent');
});
it('should handle toPrompt with basic types', () => {
expect(renderSnippet({}, 'just a string')).toBe('just a string');
expect(renderSnippet({ name: 'test' }, (opt: { name: string }) => opt.name)).toBe('test');
});
it('should handle toPrompt with empty array or object', () => {
expect(renderSnippet({}, [])).toBe('');
expect(renderSnippet({}, {})).toBe('');
});
it('should handle renderTemplate with a record of snippets (implements required members)', () => {
const options = {
name: 'Gemini CLI',
};
expect(renderTemplate(options, mainTemplate)).toBe('Your name is Gemini CLI,Be helpful');
});
it('should output correctly for mainPrompt', () => {
const text = renderSnippet({ isInteractive: true }, mainPrompt);
expect(text).toContain('Your name is Gemini CLI and you are a coding agent');
expect(text).toContain('You are operating in an interactive session');
});
});
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/**
* @license
* Copyright 2026 Google LLC
* SPDX-License-Identifier: Apache-2.0
*/
/**
* @fileoverview
* This module provides a functional, type-safe DSL for constructing complex LLM prompts.
* It supports dynamic content generation, conditional snippets, structural formatting (XML, Markdown),
* and collection iteration, ensuring that prompt logic remains modular and maintainable.
*
* Key Features:
* - **Type Safety**: Prompts are tied to an options interface, ensuring all dynamic data is validated.
* - **Composition**: Small, reusable snippets can be combined. Templates (`promptTemplate`) ensure that like components have the same required elements, while components (`promptComponent`) are used for constructing the prompt.
* - **Conditional Logic**: Use `enabledWhen` and `switchOn` to prune or swap prompt sections dynamically.
* - **Structural Helpers**: `xmlSection` and `section` (Markdown) handle boilerplate formatting and empty-state pruning.
* - **Iteration**: `each` simplifies rendering lists of tools, rules, or historical context.
*
* @example
* interface SystemOptions {
* name: string;
* isInteractive: boolean;
* rules: string[];
* mode: 'fast' | 'creative';
* }
*
* interface SystemTemplate extends PromptTemplateBase<SystemOptions> {
* identity: Snippet<SystemOptions>;
* constraints: Snippet<SystemOptions>;
* capabilities: Snippet<SystemOptions>;
* }
*
* const systemPrompt = promptTemplate<SystemOptions, SystemTemplate>({
* identity: (opt) => `Your name is ${opt.name}.`,
* constraints: xmlSection("rules", each<SystemOptions, string>("rules", (r) => `- ${r}`)),
* capabilities: promptComponent(
* switchOn<SystemOptions>("mode", {
* fast: "Optimize for speed and brevity.",
* creative: "Optimize for detail and exploration."
* }),
* enabledWhen<SystemOptions>("isInteractive", "You are in a live session; be brief.")
* )
* });
*
* const output = renderTemplate({
* name: "Gemini CLI",
* isInteractive: true,
* rules: ["No spoilers", "Be helpful"],
* mode: "fast"
* }, systemPrompt);
*/
/**
* A function that generates a string snippet based on the provided options.
*
* @example
* interface Options { name: string; }
* const snippet: DynamicSnippet<Options> = (options) => `Hello, ${options.name}!`;
*/
export type DynamicSnippet<TOption> = (options: TOption) => string;
/**
* A snippet can be a string, a dynamic snippet function, an array of snippets,
* or a full prompt template base object.
*
* @example
* interface Options { name: string; }
* const simple: Snippet<Options> = "Hello World";
* const dynamic: Snippet<Options> = (opt) => opt.name;
* const combined: Snippet<Options> = ["Hello ", (opt) => opt.name];
*/
export type Snippet<TOption> =
| string
| DynamicSnippet<TOption>
| Array<Snippet<TOption>>
| PromptTemplateBase<TOption>;
/**
* The base interface for a prompt template, where each key is a snippet.
*/
export interface PromptTemplateBase<TOption> {
[key: string]: Snippet<TOption>;
}
/**
* Represents a complete prompt template defined by TTemplate.
*/
export type PromptTemplate<
TOption,
TTemplate extends PromptTemplateBase<TOption>,
> = TTemplate;
/**
* Defines a prompt template.
*
* @example
* interface Options { name: string; }
* interface Template extends PromptTemplateBase<Options> { greeting: Snippet<Options>; }
* const myTemplate = promptTemplate<Options, Template>({
* greeting: (opt) => `Hello ${opt.name}`
* });
*/
export function promptTemplate<
TOption,
TTemplate extends PromptTemplateBase<TOption>,
>(template: TTemplate): PromptTemplate<TOption, TTemplate> {
return template;
}
/**
* Combines multiple snippets into a single component.
*
* @example
* interface Options { second: string; }
* const component = promptComponent<Options>("First part. ", (opt) => opt.second);
*/
export function promptComponent<TOption>(
...snippets: Array<Snippet<TOption>>
): Snippet<TOption> {
return snippets;
}
/**
* Conditionally includes a snippet if a specific option is truthy.
*
* @example
* interface Options { verbose: boolean; }
* const conditional = enabledWhen<Options>("verbose", "Running in verbose mode.");
*/
export function enabledWhen<TOption>(
optionName: keyof TOption,
snippet: Snippet<TOption>,
): Snippet<TOption> {
return (option: TOption) =>
option[optionName] ? renderSnippet(option, snippet) : '';
}
/**
* Wraps a snippet in XML tags.
*
* @example
* interface Options { content: string; }
* const xml = xmlSection<Options>("details", (opt) => opt.content);
* // Output: <details>\nSome content\n</details>
*/
export function xmlSection<TOption>(
name: string,
snippet: Snippet<TOption>,
): Snippet<TOption> {
return (options: TOption) => {
const content = renderSnippet(options, snippet);
return content ? `<${name}>\n${content}\n</${name}>` : '';
};
}
/**
* Options for a markdown section.
*/
export interface SectionOptions {
/** The level of the markdown header (default is 1). */
headerLevel?: number;
}
/**
* Creates a markdown-style section with a header.
*
* @example
* interface Options { title: string; }
* const mdSection = section<Options>("Introduction", "This is the content.", { headerLevel: 2 });
* // Output: ## Introduction\n\nThis is the content.
*/
export function section<TOption>(
name: string,
snippet: Snippet<TOption>,
sectionOptions?: SectionOptions,
): Snippet<TOption> {
return (options: TOption) => {
const content = renderSnippet(options, snippet);
const level = sectionOptions?.headerLevel ?? 1;
const hashes = '#'.repeat(level);
return content ? `${hashes} ${name}\n\n${content}` : '';
};
}
/**
* Iterates over an array in the options and renders a snippet for each item.
*
* @example
* interface Options { items: string[]; }
* const list = each<Options, string>("items", (item) => `- ${item}`);
*/
export function each<TOption, TItem = unknown>(
optionName: keyof TOption,
snippet: Snippet<TItem>,
separator = '\n',
): Snippet<TOption> {
return (options: TOption) => {
const items = options[optionName];
if (Array.isArray(items)) {
return items
.map((item: TItem) => renderSnippet(item, snippet))
.join(separator);
}
return '';
};
}
/**
* Renders a snippet based on the value of a specific option.
*
* @example
* interface Options { mode: 'a' | 'b'; }
* const router = switchOn<Options>("mode", {
* a: "Mode A selected",
* b: "Mode B selected"
* });
*/
export function switchOn<TOption>(
optionName: keyof TOption,
cases: Record<string, Snippet<TOption>>,
): Snippet<TOption> {
return (options: TOption) => {
const value = String(options[optionName]);
const caseSnippet = cases[value];
return caseSnippet ? renderSnippet(options, caseSnippet) : '';
};
}
/**
* Renders an entire template into a single string.
*/
export function renderTemplate<
TOption,
TTemplate extends PromptTemplateBase<TOption>,
>(options: TOption, implementation: TTemplate): string {
return Object.values(implementation)
.map((eachSnippet) => renderSnippet<TOption>(options, eachSnippet))
.join();
}
/**
* Renders a snippet into a string.
*/
export function renderSnippet<TOption>(
options: TOption,
snippet: Snippet<TOption>,
): string {
if (typeof snippet === 'string') {
return snippet;
} else if (Array.isArray(snippet)) {
return snippet
.map((eachSnippet) => renderSnippet<TOption>(options, eachSnippet))
.join();
} else if (typeof snippet === 'function') {
return snippet(options);
} else {
return Object.values(snippet)
.map((eachSnippet) => renderSnippet<TOption>(options, eachSnippet))
.join();
}
}