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json-render-core

by @vercel-labsv
4.1(72)

Provides core JSON rendering functionalities, including Schema definition, directory creation, and canonical stream processing, for building dynamic content and components.

json-processingdata-serializationapi-responsesbackend-developmentvercelGitHub
Installation
npx skills add https://github.com/vercel-labs/json-render --skill json-render-core
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Before / After Comparison

1 组
Before

Previously, the JSON rendering core functionality often faced performance bottlenecks when handling complex Schema definitions and large-scale directory creation. Standardized workflow processing also lacked flexibility, leading to a lengthy and error-prone process for building dynamic content and components, resulting in low development efficiency.

After

With the introduction of optimized JSON rendering core functionality, Schema definition and directory creation have become significantly more efficient. Standardized workflow processing has also seen substantial improvements, enabling rapid construction of dynamic content and components, greatly enhancing development efficiency and system responsiveness.

SKILL.md

json-render-core

@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 (patch-only mode)
buildUserPrompt({ prompt: "add a toggle", currentSpec: spec });

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

Spec Validation

Validate spec structure and auto-fix common issues:

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

const { valid, issues } = validateSpec(spec);
const fixed = autoFixSpec(spec);

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

Export Purpose

defineSchema Create a new schema

defineCatalog Create a catalog from schema

createStateStore Create a framework-agnostic in-memory StateStore

resolvePropValue Resolve a single prop expression against data

resolveElementProps Resolve all prop expressions in an element

buildUserPrompt Build user prompts with refinement and state context

validateSpec Validate spec structure

autoFixSpec Auto-fix common spec issues

createSpecStreamCompiler Stream JSONL patches into spec

createJsonRenderTransform TransformStream separating text from JSONL in mixed streams

parseSpecStreamLine Parse single JSONL line

applySpecStreamPatch Apply patch to object

StateStore Interface for plugging in external state management

ComputedFunction Function signature for $computed expressions

check TypeScript helpers for creating validation checks

BuiltInAction Type for built-in action definitions (name + description)

ActionBinding Action binding type (includes preventDefault field)

Weekly Installs340Repositoryvercel-labs/json-renderGitHub Stars12.7KFirst SeenFeb 6, 2026Security AuditsGen Agent Trust HubPassSocketPassSnykPassInstalled oncodex316opencode315gemini-cli311github-copilot309amp294kimi-cli293

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Installs356
Rating4.1 / 5.0
Version
Updated2026年8月21日
Comparisons1

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Compatible Platforms

🔧Claude Code
🔧OpenClaw
🔧OpenCode
🔧Codex
🔧Gemini CLI
🔧GitHub Copilot
🔧Amp
🔧Kimi CLI

Timeline

Created2026年3月17日
Last Updated2026年8月21日
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