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core

vercel-labs/json-render

Core schema, catalog, and AI prompt generation for json-render specs.

What is core?

@json-render/core provides the foundation for defining schemas, creating component catalogs, and generating AI prompts for JSON-based UI/video specs. Use it when building the schema and catalog that AI agents will target, or when working with spec streaming and validation.

  • Define schemas with `defineSchema` to structure specs and catalogs
  • Create catalogs mapping component names to their props and descriptions using `defineCatalog`
  • Generate AI system prompts from schemas with optional custom rules
  • Stream and compile JSONL spec patches using `createSpecStreamCompiler`
  • Resolve dynamic prop expressions ($state, $bindState, $computed, $template, $cond) at render time
  • Validate specs and auto-fix common structural issues

How to install core

npx skills add https://github.com/vercel-labs/json-render --skill core
Prerequisites
  • Node.js and npm/yarn
  • @json-render/core package installed
  • Zod for prop schema definitions (optional but recommended)
Claude Code
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How to use core

  1. 1.Import `defineSchema` and define your spec and catalog structure
  2. 2.Import `defineCatalog` and map your components with props and descriptions
  3. 3.Call `catalog.prompt()` to generate AI system prompts
  4. 4.Use `createSpecStreamCompiler` if handling streaming JSONL responses from AI
  5. 5.Call `validateSpec` and `autoFixSpec` to ensure spec validity before rendering
  6. 6.Use `resolvePropValue` or `resolveElementProps` to evaluate dynamic expressions at runtime

Use cases

Good for
  • Building a component library schema and catalog for AI to generate UI specs
  • Streaming AI-generated specs progressively as JSONL patches
  • Validating and repairing user-provided or AI-generated specs before rendering
  • Creating state-aware dynamic expressions in component props
  • Setting up watchers to trigger actions when state values change
Who it's for
  • Full-stack developers building json-render applications
  • AI agent developers integrating json-render for spec generation
  • Teams defining reusable component catalogs and schemas
  • Developers implementing custom state management with StateStore

core FAQ

What's the difference between a schema and a catalog?

A schema defines the overall structure of specs and catalogs using `defineSchema`. A catalog is a concrete instance created with `defineCatalog` that maps specific component/action names to their prop definitions and descriptions.

How do I handle two-way binding to state?

Use `{ "$bindState": "/path" }` on the natural value prop (e.g., `value`, `checked`, `pressed`) of form components. This enables both reading from and writing back to state.

Can I use custom AI prompts?

Yes. Pass a `promptTemplate` option when calling `defineSchema`, or provide `customRules` when calling `catalog.prompt()`.

What validation functions are available?

Built-in validators include `required`, `email`, `url`, `numeric`, `minLength`, `maxLength`, `min`, `max`, `pattern`, `matches`, `equalTo`, `lessThan`, `greaterThan`, and `requiredIf`. Cross-field validation uses `$state` expressions.

How do I integrate external state management?

Implement the `StateStore` interface (with `get`, `set`, `update`, `subscribe` methods) or use `createStateStore` for a simple in-memory implementation.

Full instructions (SKILL.md)

Source of truth, from vercel-labs/json-render.


name: core description: Core package for defining schemas, catalogs, and AI prompt generation for json-render. Use when working with @json-render/core, defining schemas, creating catalogs, or building JSON specs for UI/video generation.

@json-render/core

Core package for schema definition, catalog creation, and spec streaming.

Key Concepts

  • Schema: Defines the structure of specs and catalogs (use defineSchema)
  • Catalog: Maps component/action names to their definitions (use defineCatalog)
  • Spec: JSON output from AI that conforms to the schema
  • SpecStream: JSONL streaming format for progressive spec building

Defining a Schema

import { defineSchema } from "@json-render/core";

export const schema = defineSchema((s) => ({
  spec: s.object({
    // Define spec structure
  }),
  catalog: s.object({
    components: s.map({
      props: s.zod(),
      description: s.string(),
    }),
  }),
}), {
  promptTemplate: myPromptTemplate, // Optional custom AI prompt
});

Creating a Catalog

import { defineCatalog } from "@json-render/core";
import { schema } from "./schema";
import { z } from "zod";

export const catalog = defineCatalog(schema, {
  components: {
    Button: {
      props: z.object({
        label: z.string(),
        variant: z.enum(["primary", "secondary"]).nullable(),
      }),
      description: "Clickable button component",
    },
  },
});

Generating AI Prompts

const systemPrompt = catalog.prompt(); // Uses schema's promptTemplate
const systemPrompt = catalog.prompt({ customRules: ["Rule 1", "Rule 2"] });

SpecStream Utilities

For streaming AI responses (JSONL patches):

import { createSpecStreamCompiler } from "@json-render/core";

const compiler = createSpecStreamCompiler<MySpec>();

// Process streaming chunks
const { result, newPatches } = compiler.push(chunk);

// Get final result
const finalSpec = compiler.getResult();

Dynamic Prop Expressions

Any prop value can be a dynamic expression resolved at render time:

  • { "$state": "/state/key" } - reads a value from the state model (one-way read)
  • { "$bindState": "/path" } - two-way binding: reads from state and enables write-back. Use on the natural value prop (value, checked, pressed, etc.) of form components.
  • { "$bindItem": "field" } - two-way binding to a repeat item field. Use inside repeat scopes.
  • { "$cond": <condition>, "$then": <value>, "$else": <value> } - evaluates a visibility condition and picks a branch
  • { "$template": "Hello, ${/user/name}!" } - interpolates ${/path} references with state values
  • { "$computed": "fnName", "args": { "key": <expression> } } - calls a registered function with resolved args

$cond uses the same syntax as visibility conditions ($state, eq, neq, not, arrays for AND). $then and $else can themselves be expressions (recursive).

Components do not use a statePath prop for two-way binding. Instead, use { "$bindState": "/path" } on the natural value prop (e.g. value, checked, pressed).

{
  "color": {
    "$cond": { "$state": "/activeTab", "eq": "home" },
    "$then": "#007AFF",
    "$else": "#8E8E93"
  },
  "label": { "$template": "Welcome, ${/user/name}!" },
  "fullName": {
    "$computed": "fullName",
    "args": {
      "first": { "$state": "/form/firstName" },
      "last": { "$state": "/form/lastName" }
    }
  }
}
import { resolvePropValue, resolveElementProps } from "@json-render/core";

const resolved = resolveElementProps(element.props, { stateModel: myState });

State Watchers

Elements can declare a watch field (top-level, sibling of type/props/children) to trigger actions when state values change:

{
  "type": "Select",
  "props": { "value": { "$bindState": "/form/country" }, "options": ["US", "Canada"] },
  "watch": {
    "/form/country": { "action": "loadCities", "params": { "country": { "$state": "/form/country" } } }
  },
  "children": []
}

Watchers only fire on value changes, not on initial render.

Validation

Built-in validation functions: required, email, url, numeric, minLength, maxLength, min, max, pattern, matches, equalTo, lessThan, greaterThan, requiredIf.

Cross-field validation uses $state expressions in args:

import { check } from "@json-render/core";

check.required("Field is required");
check.matches("/form/password", "Passwords must match");
check.lessThan("/form/endDate", "Must be before end date");
check.greaterThan("/form/startDate", "Must be after start date");
check.requiredIf("/form/enableNotifications", "Required when enabled");

User Prompt Builder

Build structured user prompts with optional spec refinement and state context:

import { buildUserPrompt } from "@json-render/core";

// Fresh generation
buildUserPrompt({ prompt: "create a todo app" });

// Refinement with edit modes (default: patch-only)
buildUserPrompt({ prompt: "add a toggle", currentSpec: spec, editModes: ["patch", "merge"] });

// With runtime state
buildUserPrompt({ prompt: "show data", state: { todos: [] } });

Available edit modes: "patch" (RFC 6902 JSON Patch), "merge" (RFC 7396 Merge Patch), "diff" (unified diff).

Spec Validation

Validate spec structure and auto-fix common issues:

import { validateSpec, autoFixSpec } from "@json-render/core";

const { valid, issues } = validateSpec(spec);
// issues include: missing_child, invalid_visible (malformed conditions),
// repeat_without_children, repeat_state_mismatch (statePath not an array in state)

const { spec: fixed, fixDetails } = autoFixSpec(spec);
// fixDetails entries are { message, lossy }. Lossless fixes relocate
// misplaced fields; lossy fixes prune dangling children references.
// In a repair loop, withhold lossy fixes until retries are exhausted:
const attempt = autoFixSpec(spec, { lossy: retriesExhausted });

Visibility Conditions

Control element visibility with state-based conditions. VisibilityContext is { stateModel: StateModel }.

import { visibility } from "@json-render/core";

// Syntax
{ "$state": "/path" }                    // truthiness
{ "$state": "/path", "not": true }      // falsy
{ "$state": "/path", "eq": value }      // equality
[ cond1, cond2 ]                         // implicit AND

// Helpers
visibility.when("/path")                 // { $state: "/path" }
visibility.unless("/path")               // { $state: "/path", not: true }
visibility.eq("/path", val)              // { $state: "/path", eq: val }
visibility.and(cond1, cond2)             // { $and: [cond1, cond2] }
visibility.or(cond1, cond2)              // { $or: [cond1, cond2] }
visibility.always                        // true
visibility.never                         // false

Built-in Actions in Schema

Schemas can declare builtInActions -- actions that are always available at runtime and auto-injected into prompts:

const schema = defineSchema(builder, {
  builtInActions: [
    { name: "setState", description: "Update a value in the state model" },
  ],
});

These appear in prompts as [built-in] and don't require handlers in defineRegistry.

StateStore

The StateStore interface allows external state management libraries (Redux, Zustand, XState, etc.) to be plugged into json-render renderers. The createStateStore factory creates a simple in-memory implementation:

import { createStateStore, type StateStore } from "@json-render/core";

const store = createStateStore({ count: 0 });

store.get("/count");         // 0
store.set("/count", 1);      // updates and notifies subscribers
store.update({ "/a": 1, "/b": 2 }); // batch update

store.subscribe(() => {
  console.log(store.getSnapshot()); // { count: 1 }
});

The StateStore interface: get(path), set(path, value), update(updates), getSnapshot(), subscribe(listener).

Key Exports

ExportPurpose
defineSchemaCreate a new schema
defineCatalogCreate a catalog from schema
createStateStoreCreate a framework-agnostic in-memory StateStore
resolvePropValueResolve a single prop expression against data
resolveElementPropsResolve all prop expressions in an element
buildUserPromptBuild user prompts with refinement and state context
buildEditUserPromptBuild user prompt for editing existing specs
buildEditInstructionsGenerate prompt section for available edit modes
isNonEmptySpecCheck if spec has root and at least one element
deepMergeSpecRFC 7396 deep merge (null deletes, arrays replace, objects recurse)
diffToPatchesGenerate RFC 6902 JSON Patch operations from object diff
EditModeType: "patch" | "merge" | "diff"
validateSpecValidate spec structure
autoFixSpecAuto-fix common spec issues; classifies fixes lossy/lossless, { lossy: false } withholds pruning
createSpecStreamCompilerStream JSONL patches into spec
createJsonRenderTransformTransformStream separating text from JSONL in mixed streams
parseSpecStreamLineParse single JSONL line
applySpecStreamPatchApply patch to object
StateStoreInterface for plugging in external state management
ComputedFunctionFunction signature for $computed expressions
checkTypeScript helpers for creating validation checks
BuiltInActionType for built-in action definitions (name + description)
ActionBindingAction binding type (includes preventDefault field)

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