json-render-core
提供JSON渲染的核心功能,包括Schema定义、目录创建和规范流处理,用于构建动态内容和组件。
npx skills add https://github.com/vercel-labs/json-render --skill json-render-coreBefore / After 效果对比
1 组过去,JSON渲染核心功能在处理复杂Schema定义和大规模目录创建时,常常面临性能瓶颈。规范流处理也缺乏灵活性,导致动态内容和组件的构建过程冗长且易出错,开发效率低下。
引入优化的JSON渲染核心功能后,Schema定义和目录创建变得更加高效。规范流处理也得到了显著改进,能够快速构建动态内容和组件,大幅提升了开发效率和系统的响应速度。
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)
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