@botfather/units

The core library for the Units DSL — a lightweight, dependency-free declarative language for describing UI trees in .ui files.

What is it?

Units provides a minimal syntax for authoring UIs that is significantly terser than JSX, making it well-suited for code generation (e.g. LLM output) and human editing alike. A .ui file is parsed into a plain JSON AST, which can then be rendered by the included React renderer or any custom host framework via the custom renderer API.

Key characteristics:

• O(n) single-pass parser — no external parsing dependencies
• Render-agnostic — React is opt-in; plug in any framework
• Canonical formatter for consistent diffs
• Incremental parsing helpers for editor integrations

Installation

npm install @botfather/units
# react is a peer dependency for the React renderer
npm install react

The .ui syntax

TagName (prop:'value', expr=@scopeVar, visible?=@bool) {
  text 'Literal @{interpolated}'
  @rawExpr
  #if (@cond) { ... }
  #for (item, i in @list) {
    #key (@item.id)
    ChildTag (...)
  }
  #slot (slotName)
}

API

Parsing

import { parseUnits } from "@botfather/units/parser";

const ast = parseUnits(`
  Button (variant:'primary') {
    text 'Click me'
  }
`);
// → { type: 'document', body: [...] }

Throws a descriptive error with source offset and snippet on syntax errors.

Formatting

import { formatUnits } from "@botfather/units/print";

const canonical = formatUnits(source);

Line width defaults to 100. Override with the UNITS_PRINT_WIDTH environment variable.

React renderer

import { renderUnits } from "@botfather/units/runtime";
import uiAst from "./app.ui"; // via vite-plugin-units

const element = renderUnits(uiAst, scope, {
  components: { Button: MyButtonComponent },
  slots: { default: <span>content</span> },
  set: (key, value) => setState(s => ({ ...s, [key]: value })),
});

Custom (non-React) renderer

import { createUnitsRenderer } from "@botfather/units/custom-renderer";

const renderer = createUnitsRenderer({
  element(name, props, events, children) { /* create node */ },
  text(value) { /* create text node */ },
  fragment(children) { /* group children */ },
});

const node = renderer.render(ast, scope, options);

Custom renderer directive behavior mirrors runtime semantics for #if/#elif/#else and #for/#key.

Expression evaluator

import { createUnitsEvaluator } from "@botfather/units/runtime";

const evalExpr = createUnitsEvaluator();
const result = evalExpr("@items.length > 0", scope);

Expressions use @ as the scope accessor prefix. The evaluator caches compiled Function objects per expression string, and scope-prefix normalization preserves literal @ characters inside quoted strings.

Incremental parsing

import {
  findChangedRange,
  findSmallestEnclosingNode,
  incrementalParse,
} from "@botfather/units/incremental";

const range = findChangedRange(prevSource, nextSource);
const node = findSmallestEnclosingNode(ast, range.start, range.endPrev);
const newAst = incrementalParse(prevAst, prevSource, nextSource);

Useful for editor integrations. incrementalParse attempts append-only and smallest-enclosing-node reparses first, then safely falls back to a full re-parse when needed.

Tree IR adapters

import {
  normalizeDomTree,
  normalizeA11yTree,
  serializeAgentTree,
} from "@botfather/units/tree-ir";

const domIr = normalizeDomTree(rawDomLikeTree);
const a11yIr = normalizeA11yTree(rawAccessibilityTree);
const compact = serializeAgentTree(domIr);

serializeAgentTree applies token-oriented defaults (dedupes redundant name/text pairs, omits role-implicit actions like click on buttons, prunes empty text leaves, and omits text-node ids). Pass options such as includeRedundantNameText: true, includeImplicitActions: true, or includeTextIds: true to keep those fields.

Transform programs

import {
  compileTransformProgram,
  runTransformProgram,
} from "@botfather/units/transform";

const program = compileTransformProgram(programSource);
const result = runTransformProgram(program, irTree, { task: "summarize" });

Transform programs use .ui syntax with a Program (kind:'transform') root and reserved transform tags (Rule, Filter, Merge, Pass) in transform mode.

Reward + verifier

import { scoreProgram, verifyProgram } from "@botfather/units/reward";

const score = scoreProgram({ inputTree, outputTree, expectations });
const verification = verifyProgram(score, {
  action_recall: 1,
  name_recall: 0.98,
  text_f1: 0.95,
});

Verified library + synthesis

import {
  createVerifiedProgramMetadata,
  writeVerifiedProgram,
} from "@botfather/units/library";
import { runSynthesisLoop } from "@botfather/units/synthesis";

TypeScript types for Vite imports

Add /// <reference types="@botfather/units/ui" /> (or import from @botfather/units/ui) to get types for .ui file imports:

import { ast, source } from "./app.ui";
import formatted from "./app.ui?format";
import tokens from "./app.ui?tokens";
import html from "./app.ui?highlight";

Package exports

License

MIT