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coding-standards
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio, video), and create real time alerts for events from live streams or desktop capture.
Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
基于 SOC 职业分类
| name | coding-standards |
| description | Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development. |
| origin | ECC |
Universal coding standards applicable across all projects.
// PASS: GOOD: Descriptive names
const marketSearchQuery = "election";
const isUserAuthenticated = true;
const totalRevenue = 1000;
// FAIL: BAD: Unclear names
const q = "election";
const flag = true;
const x = 1000;
// PASS: GOOD: Verb-noun pattern
async function fetchMarketData(marketId: string) {}
function calculateSimilarity(a: number[], b: number[]) {}
function isValidEmail(email: string): boolean {}
// FAIL: BAD: Unclear or noun-only
async function market(id: string) {}
function similarity(a, b) {}
function email(e) {}
// PASS: ALWAYS use spread operator
const updatedUser = {
...user,
name: "New Name",
};
const updatedArray = [...items, newItem];
// FAIL: NEVER mutate directly
user.name = "New Name"; // BAD
items.push(newItem); // BAD
// PASS: GOOD: Comprehensive error handling
async function fetchData(url: string) {
try {
const response = await fetch(url);
if (!response.ok) {
throw new Error(`HTTP ${response.status}: ${response.statusText}`);
}
return await response.json();
} catch (error) {
console.error("Fetch failed:", error);
throw new Error("Failed to fetch data");
}
}
// FAIL: BAD: No error handling
async function fetchData(url) {
const response = await fetch(url);
return response.json();
}
// PASS: GOOD: Parallel execution when possible
const [users, markets, stats] = await Promise.all([fetchUsers(), fetchMarkets(), fetchStats()]);
// FAIL: BAD: Sequential when unnecessary
const users = await fetchUsers();
const markets = await fetchMarkets();
const stats = await fetchStats();
// PASS: GOOD: Proper types
interface Market {
id: string;
name: string;
status: "active" | "resolved" | "closed";
created_at: Date;
}
function getMarket(id: string): Promise<Market> {
// Implementation
}
// FAIL: BAD: Using 'any'
function getMarket(id: any): Promise<any> {
// Implementation
}
// PASS: GOOD: Functional component with types
interface ButtonProps {
children: React.ReactNode
onClick: () => void
disabled?: boolean
variant?: 'primary' | 'secondary'
}
export function Button({
children,
onClick,
disabled = false,
variant = 'primary'
}: ButtonProps) {
return (
<button
onClick={onClick}
disabled={disabled}
className={`btn btn-${variant}`}
>
{children}
</button>
)
}
// FAIL: BAD: No types, unclear structure
export function Button(props) {
return <button onClick={props.onClick}>{props.children}</button>
}
// PASS: GOOD: Reusable custom hook
export function useDebounce<T>(value: T, delay: number): T {
const [debouncedValue, setDebouncedValue] = useState<T>(value);
useEffect(() => {
const handler = setTimeout(() => {
setDebouncedValue(value);
}, delay);
return () => clearTimeout(handler);
}, [value, delay]);
return debouncedValue;
}
// Usage
const debouncedQuery = useDebounce(searchQuery, 500);
// PASS: GOOD: Proper state updates
const [count, setCount] = useState(0);
// Functional update for state based on previous state
setCount((prev) => prev + 1);
// FAIL: BAD: Direct state reference
setCount(count + 1); // Can be stale in async scenarios
// PASS: GOOD: Clear conditional rendering
{isLoading && <Spinner />}
{error && <ErrorMessage error={error} />}
{data && <DataDisplay data={data} />}
// FAIL: BAD: Ternary hell
{isLoading ? <Spinner /> : error ? <ErrorMessage error={error} /> : data ? <DataDisplay data={data} /> : null}
GET /api/markets # List all markets
GET /api/markets/:id # Get specific market
POST /api/markets # Create new market
PUT /api/markets/:id # Update market (full)
PATCH /api/markets/:id # Update market (partial)
DELETE /api/markets/:id # Delete market
# Query parameters for filtering
GET /api/markets?status=active&limit=10&offset=0
// PASS: GOOD: Consistent response structure
interface ApiResponse<T> {
success: boolean;
data?: T;
error?: string;
meta?: {
total: number;
page: number;
limit: number;
};
}
// Success response
return NextResponse.json({
success: true,
data: markets,
meta: { total: 100, page: 1, limit: 10 },
});
// Error response
return NextResponse.json(
{
success: false,
error: "Invalid request",
},
{ status: 400 }
);
import { z } from "zod";
// PASS: GOOD: Schema validation
const CreateMarketSchema = z.object({
name: z.string().min(1).max(200),
description: z.string().min(1).max(2000),
endDate: z.string().datetime(),
categories: z.array(z.string()).min(1),
});
export async function POST(request: Request) {
const body = await request.json();
try {
const validated = CreateMarketSchema.parse(body);
// Proceed with validated data
} catch (error) {
if (error instanceof z.ZodError) {
return NextResponse.json(
{
success: false,
error: "Validation failed",
details: error.errors,
},
{ status: 400 }
);
}
}
}
src/
├── app/ # Next.js App Router
│ ├── api/ # API routes
│ ├── markets/ # Market pages
│ └── (auth)/ # Auth pages (route groups)
├── components/ # React components
│ ├── ui/ # Generic UI components
│ ├── forms/ # Form components
│ └── layouts/ # Layout components
├── hooks/ # Custom React hooks
├── lib/ # Utilities and configs
│ ├── api/ # API clients
│ ├── utils/ # Helper functions
│ └── constants/ # Constants
├── types/ # TypeScript types
└── styles/ # Global styles
components/Button.tsx # PascalCase for components
hooks/useAuth.ts # camelCase with 'use' prefix
lib/formatDate.ts # camelCase for utilities
types/market.types.ts # camelCase with .types suffix
// PASS: GOOD: Explain WHY, not WHAT
// Use exponential backoff to avoid overwhelming the API during outages
const delay = Math.min(1000 * Math.pow(2, retryCount), 30000);
// Deliberately using mutation here for performance with large arrays
items.push(newItem);
// FAIL: BAD: Stating the obvious
// Increment counter by 1
count++;
// Set name to user's name
name = user.name;
/**
* Searches markets using semantic similarity.
*
* @param query - Natural language search query
* @param limit - Maximum number of results (default: 10)
* @returns Array of markets sorted by similarity score
* @throws {Error} If OpenAI API fails or Redis unavailable
*
* @example
* ```typescript
* const results = await searchMarkets('election', 5)
* console.log(results[0].name) // "Trump vs Biden"
* ```
*/
export async function searchMarkets(query: string, limit: number = 10): Promise<Market[]> {
// Implementation
}
import { useMemo, useCallback } from "react";
// PASS: GOOD: Memoize expensive computations
const sortedMarkets = useMemo(() => {
return markets.sort((a, b) => b.volume - a.volume);
}, [markets]);
// PASS: GOOD: Memoize callbacks
const handleSearch = useCallback((query: string) => {
setSearchQuery(query);
}, []);
import { lazy, Suspense } from 'react'
// PASS: GOOD: Lazy load heavy components
const HeavyChart = lazy(() => import('./HeavyChart'))
export function Dashboard() {
return (
<Suspense fallback={<Spinner />}>
<HeavyChart />
</Suspense>
)
}
// PASS: GOOD: Select only needed columns
const { data } = await supabase.from("markets").select("id, name, status").limit(10);
// FAIL: BAD: Select everything
const { data } = await supabase.from("markets").select("*");
test("calculates similarity correctly", () => {
// Arrange
const vector1 = [1, 0, 0];
const vector2 = [0, 1, 0];
// Act
const similarity = calculateCosineSimilarity(vector1, vector2);
// Assert
expect(similarity).toBe(0);
});
// PASS: GOOD: Descriptive test names
test("returns empty array when no markets match query", () => {});
test("throws error when OpenAI API key is missing", () => {});
test("falls back to substring search when Redis unavailable", () => {});
// FAIL: BAD: Vague test names
test("works", () => {});
test("test search", () => {});
Watch for these anti-patterns:
// FAIL: BAD: Function > 50 lines
function processMarketData() {
// 100 lines of code
}
// PASS: GOOD: Split into smaller functions
function processMarketData() {
const validated = validateData();
const transformed = transformData(validated);
return saveData(transformed);
}
// FAIL: BAD: 5+ levels of nesting
if (user) {
if (user.isAdmin) {
if (market) {
if (market.isActive) {
if (hasPermission) {
// Do something
}
}
}
}
}
// PASS: GOOD: Early returns
if (!user) return;
if (!user.isAdmin) return;
if (!market) return;
if (!market.isActive) return;
if (!hasPermission) return;
// Do something
// FAIL: BAD: Unexplained numbers
if (retryCount > 3) {
}
setTimeout(callback, 500);
// PASS: GOOD: Named constants
const MAX_RETRIES = 3;
const DEBOUNCE_DELAY_MS = 500;
if (retryCount > MAX_RETRIES) {
}
setTimeout(callback, DEBOUNCE_DELAY_MS);
Remember: Code quality is not negotiable. Clear, maintainable code enables rapid development and confident refactoring.