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panel-component-with-push-sidebar

Build dashboard panels and sidebars in plain TypeScript. Provides patterns for panels that fetch data on a timer and sidebars updated by external callers, including retries, saved display settings, and styles inserted only once.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

원문원문 설명 보기

Dashboard panel components (class-based, self-fetching) and push-update sidebar modules (functional, externally-driven) using vanilla TypeScript DOM API, with retry logic, localStorage persistence, and guarded CSS injection.

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설치 방법 보기

이럴 때 유용합니다

  • Build dashboard panels that refresh on a timer
  • Create sidebars updated with externally supplied data
  • Save and restore panel size and collapsed state
  • Display small inline charts for numerical trends

포함된 파일(2)

  • SKILL.md24.0 KB
  • .skill_id43 B

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Panel & Push-Update Sidebar Patterns

Two complementary patterns for building dashboard UI in vanilla TypeScript (no framework, no JSX):

PatternUse when…
Panel class (extends Panel)The component fetches its own data on a timer
Push-update sidebar moduleData arrives from outside (caller pushes it in)

Part 1 — Panel Class Pattern

Architecture Overview

Panel (base class)
├── element: HTMLElement (outer container, .panel)
│   ├── header: HTMLElement (.panel-header)
│   │   ├── headerLeft (.panel-header-left)
│   │   │   ├── title (.panel-title)
│   │   │   └── newBadge (.panel-new-badge) [optional]
│   │   ├── statusBadge (.panel-data-badge) [optional]
│   │   └── countEl (.panel-count) [optional]
│   ├── content: HTMLElement (.panel-content)
│   └── resizeHandle (.panel-resize-handle)

Base Panel Class

Create src/components/Panel.ts:

export interface PanelOptions {
  id: string;
  title: string;
  showCount?: boolean;
  className?: string;
}

export class Panel {
  protected element: HTMLElement;
  protected content: HTMLElement;
  protected header: HTMLElement;
  protected countEl: HTMLElement | null = null;
  protected panelId: string;
  private _fetching = false;

  // --- Retry state (reset before each logical fetch sequence) ---
  private retryAttempts = 0;
  private maxRetries = 3;
  private retryDelay = 1000; // ms; doubles on each attempt

  constructor(options: PanelOptions) {
    this.panelId = options.id;
    this.element = document.createElement('div');
    this.element.className = `panel ${options.className || ''}`;
    this.element.dataset.panel = options.id;

    // Header
    this.header = document.createElement('div');
    this.header.className = 'panel-header';

    const headerLeft = document.createElement('div');
    headerLeft.className = 'panel-header-left';

    const title = document.createElement('span');
    title.className = 'panel-title';
    title.textContent = options.title;
    headerLeft.appendChild(title);
    this.header.appendChild(headerLeft);

    // Count badge (optional)
    if (options.showCount) {
      this.countEl = document.createElement('span');
      this.countEl.className = 'panel-count';
      this.countEl.textContent = '0';
      this.header.appendChild(this.countEl);
    }

    // Content area
    this.content = document.createElement('div');
    this.content.className = 'panel-content';
    this.content.id = `${options.id}Content`;

    this.element.appendChild(this.header);
    this.element.appendChild(this.content);
    this.showLoading();
  }

  // ----------------------------------------------------------------
  // Public API
  // ----------------------------------------------------------------

  public getElement(): HTMLElement { return this.element; }

  public showLoading(message = 'Loading...'): void {
    this.content.innerHTML = `
      <div class="panel-loading">
        <div class="panel-loading-spinner"></div>
        <div class="panel-loading-text">${message}</div>
      </div>`;
  }

  public showError(message = 'Failed to load', onRetry?: () => void): void {
    this.content.innerHTML = `
      <div class="panel-error-state">
        <div class="panel-error-msg">${message}</div>
        ${onRetry ? '<button class="panel-retry-btn" data-panel-retry>Retry</button>' : ''}
      </div>`;
    if (onRetry) {
      this.content.querySelector('[data-panel-retry]')
        ?.addEventListener('click', onRetry);
    }
  }

  public setContent(html: string): void { this.content.innerHTML = html; }

  public setCount(count: number): void {
    if (this.countEl) this.countEl.textContent = count.toString();
  }

  public show(): void { this.element.classList.remove('hidden'); }
  public hide(): void { this.element.classList.add('hidden'); }

  public destroy(): void { this.element.remove(); }

  // ----------------------------------------------------------------
  // Protected API — available in subclasses
  // ----------------------------------------------------------------

  protected setFetching(v: boolean): void { this._fetching = v; }
  protected get isFetching(): boolean { return this._fetching; }

  /**
   * Fetch a URL with exponential-backoff retry.
   * Call resetRetry() before each new fetch sequence.
   */
  protected async fetchWithRetry(url: string): Promise<unknown> {
    while (this.retryAttempts < this.maxRetries) {
      try {
        const res = await fetch(url);
        if (!res.ok) throw new Error(`HTTP ${res.status}`);
        return await res.json();
      } catch (err: unknown) {
        this.retryAttempts++;
        if (this.retryAttempts >= this.maxRetries) {
          const msg = err instanceof Error ? err.message : String(err);
          throw new Error(`Failed after ${this.maxRetries} attempts: ${msg}`);
        }
        await new Promise(r => setTimeout(r, this.retryDelay));
        this.retryDelay *= 2;
      }
    }
  }

  /** Reset retry counters before a fresh fetch sequence. */
  protected resetRetry(): void {
    this.retryAttempts = 0;
    this.retryDelay = 1000;
  }

  // ----------------------------------------------------------------
  // State persistence (localStorage)
  // ----------------------------------------------------------------

  public saveState(): void {
    localStorage.setItem(`panelState_${this.panelId}`, JSON.stringify({
      isExpanded: !this.element.classList.contains('collapsed'),
      width: this.element.style.width,
      height: this.element.style.height,
    }));
  }

  public loadState(): void {
    const raw = localStorage.getItem(`panelState_${this.panelId}`);
    if (!raw) return;
    const { isExpanded, width, height } = JSON.parse(raw) as {
      isExpanded: boolean; width: string; height: string;
    };
    if (!isExpanded) this.element.classList.add('collapsed');
    if (width)  this.element.style.width  = width;
    if (height) this.element.style.height = height;
  }
}

Protected API Reference

Member / MethodTypeDescription
elementHTMLElementOuter container div (.panel)
headerHTMLElementHeader bar — append extra controls here
contentHTMLElementScrollable content area
countElHTMLElement | nullCount badge, or null if showCount not set
panelIdstringThe id from PanelOptions
isFetchingboolean gettertrue while an async fetch is in progress
setFetching(v)voidSet/clear the fetching guard
showLoading(msg?)voidReplace content with a spinner
showError(msg?, onRetry?)voidReplace content with error + optional retry button
setContent(html)voidSet raw HTML into the content area
setCount(n)voidUpdate count badge (no-op if countEl is null)
fetchWithRetry(url)Promise<unknown>Fetch with exponential-backoff retry (3 attempts)
resetRetry()voidReset retry counters before a new fetch sequence
saveState()voidPersist expanded/size state to localStorage
loadState()voidRestore state from localStorage

Creating a Concrete Panel (Example: StockPanel)

import { Panel } from './Panel';

interface StockQuote {
  symbol: string;
  name: string;
  price: number | null;
  change: number | null;
  sparkline?: number[];
}

export class StockPanel extends Panel {
  private refreshTimer: ReturnType<typeof setInterval> | null = null;

  constructor() {
    super({ id: 'stocks', title: 'Stock Market', showCount: true });
    this.loadState();          // restore saved size/collapsed state
    this.fetchData();
    this.refreshTimer = setInterval(() => this.fetchData(), 60_000);
  }

  private async fetchData(): Promise<void> {
    if (this.isFetching) return;
    this.setFetching(true);
    this.resetRetry();         // start a fresh retry sequence
    try {
      const quotes = await this.fetchWithRetry('/api/stocks') as StockQuote[];
      this.render(quotes);
      this.setCount(quotes.length);
      this.saveState();
    } catch (err: unknown) {
      const msg = err instanceof Error ? err.message : 'Unknown error';
      this.showError(`Failed to load stock data: ${msg}`, () => this.fetchData());
    } finally {
      this.setFetching(false);
    }
  }

  private render(quotes: StockQuote[]): void {
    const rows = quotes.map(q => `
      <div class="stock-row">
        <span class="stock-symbol">${q.symbol}</span>
        <span class="stock-name">${q.name}</span>
        <span class="stock-price">${q.price != null ? '$' + q.price.toFixed(2) : '—'}</span>
        <span class="stock-change ${(q.change ?? 0) >= 0 ? 'positive' : 'negative'}">
          ${q.change != null ? (q.change >= 0 ? '+' : '') + q.change.toFixed(2) + '%' : '—'}
        </span>
        ${miniSparkline(q.sparkline, q.change)}
      </div>`).join('');
    this.setContent(`<div class="stock-list">${rows}</div>`);
  }

  public override destroy(): void {
    if (this.refreshTimer) clearInterval(this.refreshTimer);
    super.destroy();
  }
}

Key Patterns for Self-Fetching Panels

  1. Constructor → super() → loadState() → initial fetchData() → start refresh timer
  2. fetchData() → isFetching guard → resetRetry() → fetchWithRetry() → render() + saveState()
  3. render() builds HTML strings → this.setContent(html)
  4. destroy() clears timers, calls super.destroy()
  5. Use showLoading() during initial load (auto-called in constructor)
  6. Use showError(msg, retryFn) on failure; retryFn must call fetchData() (which calls resetRetry())

Part 2 — Push-Update Sidebar Pattern

Use this pattern when the component does not fetch data itself — instead it receives data pushed by an external caller (e.g. a WebSocket handler, a store subscription, or a parent orchestrator).

When to use this pattern vs. Panel class

Self-fetching?  → Panel class (Part 1)
Data pushed in? → Push-update sidebar module (Part 2)

Module Structure

A push-update sidebar is a plain TypeScript module (not a class) with:

ExportPurpose
createXSidebar(): HTMLElementBuild and return the root element (idempotent singleton)
updateX(data: XData): voidRe-render only the sections that changed
interface XDataThe data shape the caller must provide

Internally the module uses:

  • A module-level singleton let sidebarEl: HTMLElement | null = null
  • A SectionRefs interface caching live DOM node references to avoid repeated querySelector calls
  • A guarded injectStyles() function that inserts a <style> tag exactly once

Skeleton

// src/components/FooSidebar.ts

// ── Types ────────────────────────────────────────────────────────────────────

export interface FooData {
  title: string;
  items: { id: string; label: string; value: number }[];
  lastUpdated: Date;
}

// ── DOM node cache ────────────────────────────────────────────────────────────

interface SectionRefs {
  root:      HTMLElement;
  titleEl:   HTMLElement;
  listEl:    HTMLElement;
  footerEl:  HTMLElement;
}

// ── Singleton state ───────────────────────────────────────────────────────────

let sidebarEl: HTMLElement | null = null;
let refs: SectionRefs | null = null;
let stylesInjected = false;

// ── CSS injection ─────────────────────────────────────────────────────────────

function injectStyles(): void {
  if (stylesInjected) return;            // guard: run exactly once
  stylesInjected = true;
  const style = document.createElement('style');
  style.dataset.owner = 'foo-sidebar';   // easy to find in DevTools
  style.textContent = `
    .foo-sidebar { /* … */ }
    .foo-sidebar__title { font-weight: 600; }
    .foo-sidebar__list  { list-style: none; padding: 0; }
    .foo-sidebar__footer { font-size: 0.75rem; color: var(--muted); }
  `;
  document.head.appendChild(style);
}

// ── Builder ───────────────────────────────────────────────────────────────────

/**
 * Create (or return the existing) sidebar element.
 * Idempotent — safe to call multiple times; always returns the same node.
 */
export function createFooSidebar(): HTMLElement {
  if (sidebarEl) return sidebarEl;       // singleton guard

  injectStyles();

  const root = document.createElement('aside');
  root.className = 'foo-sidebar';

  const titleEl = document.createElement('h2');
  titleEl.className = 'foo-sidebar__title';
  root.appendChild(titleEl);

  const listEl = document.createElement('ul');
  listEl.className = 'foo-sidebar__list';
  root.appendChild(listEl);

  const footerEl = document.createElement('div');
  footerEl.className = 'foo-sidebar__footer';
  root.appendChild(footerEl);

  // Cache references — avoids querySelector on every update
  refs = { root, titleEl, listEl, footerEl };
  sidebarEl = root;
  return root;
}

// ── Updater ───────────────────────────────────────────────────────────────────

/**
 * Push new data into the sidebar.
 * Calls createFooSidebar() defensively if refs is not yet initialised.
 */
export function updateFoo(data: FooData): void {
  if (!refs) createFooSidebar();
  const r = refs!;

  r.titleEl.textContent = data.title;

  r.listEl.innerHTML = data.items
    .map(item => `
      <li class="foo-sidebar__item" data-id="${item.id}">
        <span class="foo-item-label">${item.label}</span>
        <span class="foo-item-value">${item.value}</span>
      </li>`)
    .join('');

  r.footerEl.textContent =
    `Updated ${data.lastUpdated.toLocaleTimeString()}`;
}

Real-World Example: TodayFocusSidebar

A sidebar that summarises the user's day — greeting, meeting countdown, inbox counts, stock alerts, CI failures, and an AI briefing with truncate/expand toggle. Data is pushed in from an external orchestrator.

// src/components/TodayFocusSidebar.ts

export interface FocusData {
  userName: string;
  nextMeeting: { title: string; startsInMinutes: number } | null;
  inboxCounts: { email: number; slack: number; github: number };
  stockAlerts: { symbol: string; changePercent: number }[]; // pre-filtered >= 2%
  ciFailures: { repo: string; branch: string }[];
  aiBriefing: string; // may be long — sidebar truncates with toggle
}

interface SectionRefs {
  root:       HTMLElement;
  greetingEl: HTMLElement;
  meetingEl:  HTMLElement;
  inboxEl:    HTMLElement;
  stocksEl:   HTMLElement;
  ciEl:       HTMLElement;
  briefingEl: HTMLElement;
}

let sidebarEl: HTMLElement | null = null;
let refs: SectionRefs | null = null;
let stylesInjected = false;

// ── Helpers ───────────────────────────────────────────────────────────────────

function greeting(name: string): string {
  const h = new Date().getHours();
  const salutation = h < 12 ? 'Good morning' : h < 17 ? 'Good afternoon' : 'Good evening';
  return `${salutation}, ${name}`;
}

function formatCountdown(minutes: number): string {
  if (minutes <= 0) return 'Now';
  if (minutes < 60) return `in ${minutes}m`;
  return `in ${Math.floor(minutes / 60)}h ${minutes % 60}m`;
}

// ── CSS ───────────────────────────────────────────────────────────────────────

function injectStyles(): void {
  if (stylesInjected) return;
  stylesInjected = true;
  const s = document.createElement('style');
  s.dataset.owner = 'today-focus-sidebar';
  s.textContent = `
    .tfs { display:flex; flex-direction:column; gap:12px; padding:16px;
           background:var(--bg-surface, #1e1e2e); color:var(--fg, #cdd6f4);
           border-radius:8px; font-family:inherit; }
    .tfs__greeting  { font-size:1.1rem; font-weight:600; }
    .tfs__meeting   { font-size:0.85rem; color:var(--yellow, #f9e2af); }
    .tfs__section   { font-size:0.85rem; }
    .tfs__label     { font-size:0.7rem; text-transform:uppercase;
                      letter-spacing:.06em; color:var(--muted, #6c7086);
                      margin-bottom:4px; }
    .tfs__briefing  { font-size:0.82rem; line-height:1.5; }
    .tfs__toggle    { background:none; border:none; color:var(--blue, #89b4fa);
                      cursor:pointer; font-size:0.8rem; padding:2px 0; }
    .tfs__alert-pos { color:var(--green, #a6e3a1); }
    .tfs__alert-neg { color:var(--red,   #f38ba8); }
    .tfs__ci-fail   { color:var(--red,   #f38ba8); }
  `;
  document.head.appendChild(s);
}

// ── Builder ───────────────────────────────────────────────────────────────────

export function createTodayFocusSidebar(): HTMLElement {
  if (sidebarEl) return sidebarEl;
  injectStyles();

  const make = (tag: string, cls: string): HTMLElement => {
    const el = document.createElement(tag);
    el.className = cls;
    return el as HTMLElement;
  };

  const root       = make('aside', 'tfs');
  const greetingEl = make('div',   'tfs__greeting');
  const meetingEl  = make('div',   'tfs__meeting');
  const inboxEl    = make('div',   'tfs__section');
  const stocksEl   = make('div',   'tfs__section');
  const ciEl       = make('div',   'tfs__section');
  const briefingEl = make('div',   'tfs__section');

  root.append(greetingEl, meetingEl, inboxEl, stocksEl, ciEl, briefingEl);
  refs = { root, greetingEl, meetingEl, inboxEl, stocksEl, ciEl, briefingEl };
  sidebarEl = root;
  return root;
}

// ── Updater ───────────────────────────────────────────────────────────────────

const BRIEFING_LIMIT = 200;

export function updateTodayFocus(data: FocusData): void {
  if (!refs) createTodayFocusSidebar();
  const r = refs!;

  // Greeting
  r.greetingEl.textContent = greeting(data.userName);

  // Next meeting
  if (data.nextMeeting) {
    r.meetingEl.textContent =
      `Next: ${data.nextMeeting.title} — ${formatCountdown(data.nextMeeting.startsInMinutes)}`;
    r.meetingEl.hidden = false;
  } else {
    r.meetingEl.hidden = true;
  }

  // Inbox counts
  const { email, slack, github } = data.inboxCounts;
  r.inboxEl.innerHTML = `
    <div class="tfs__label">Inbox</div>
    Email: ${email} &nbsp; Slack: ${slack} &nbsp; GitHub: ${github}`;

  // Stock alerts (caller should pre-filter >= 2%, but we guard here too)
  const alerts = data.stockAlerts.filter(s => Math.abs(s.changePercent) >= 2);
  r.stocksEl.innerHTML = alerts.length === 0
    ? ''
    : `<div class="tfs__label">Stock Alerts</div>` +
      alerts.map(s => {
        const cls  = s.changePercent >= 0 ? 'tfs__alert-pos' : 'tfs__alert-neg';
        const sign = s.changePercent >= 0 ? '+' : '';
        return `<span class="${cls}">${s.symbol} ${sign}${s.changePercent.toFixed(1)}%</span>`;
      }).join(' &nbsp; ');

  // CI failures
  r.ciEl.innerHTML = data.ciFailures.length === 0
    ? ''
    : `<div class="tfs__label">CI Failures</div>` +
      data.ciFailures
        .map(f => `<div class="tfs__ci-fail">${f.repo} / ${f.branch}</div>`)
        .join('');

  // AI briefing with truncate/expand toggle
  const text = data.aiBriefing;
  if (text.length <= BRIEFING_LIMIT) {
    r.briefingEl.innerHTML =
      `<div class="tfs__label">Briefing</div><div class="tfs__briefing">${text}</div>`;
  } else {
    const short = text.slice(0, BRIEFING_LIMIT) + '…';
    r.briefingEl.innerHTML = `
      <div class="tfs__label">Briefing</div>
      <div class="tfs__briefing"
           data-full="${encodeURIComponent(text)}"
           data-short="${encodeURIComponent(short)}"
           data-expanded="false">${short}</div>
      <button class="tfs__toggle" data-briefing-toggle>Show more</button>`;
    r.briefingEl.querySelector('[data-briefing-toggle]')
      ?.addEventListener('click', function (this: HTMLButtonElement) {
        const div = r.briefingEl.querySelector<HTMLElement>('[data-full]')!;
        const expanded = div.dataset.expanded === 'true';
        div.textContent = decodeURIComponent(
          expanded ? div.dataset.short! : div.dataset.full!);
        div.dataset.expanded = String(!expanded);
        this.textContent = expanded ? 'Show more' : 'Show less';
      });
  }
}

Push-Update Checklist

  • Define interface XData (exported — callers need it)
  • Define interface SectionRefs (internal — not exported)
  • Declare module-level let sidebarEl, let refs, let stylesInjected
  • injectStyles() inserts one <style> tag, guarded by stylesInjected; set style.dataset.owner for DevTools visibility
  • createXSidebar() is idempotent: returns existing sidebarEl if already built
  • createXSidebar() populates refs with live node references
  • updateX(data) calls createXSidebar() defensively if refs is null
  • updateX(data) mutates only nodes in refs — never calls document.querySelector
  • Export createXSidebar, updateX, and XData interface; keep SectionRefs module-private

Barrel File Wiring

After creating a push-update sidebar, register it in both barrel files:

// src/components/index.ts
export { createTodayFocusSidebar, updateTodayFocus } from './TodayFocusSidebar';
export type { FocusData } from './TodayFocusSidebar';

// src/index.ts
export * from './components';

Part 3 — Sparkline Utility

Used by both patterns for inline SVG sparklines:

// src/utils/sparkline.ts
export function miniSparkline(
  data: number[] | undefined,
  change: number | null,
  w = 50,
  h = 16,
): string {
  if (!data || data.length < 2) return '';
  const min = Math.min(...data);
  const max = Math.max(...data);
  const range = max - min || 1;
  const color = change != null && change >= 0 ? 'var(--green)' : 'var(--red)';
  const points = data.map((v, i) => {
    const x = (i / (data.length - 1)) * w;
    const y = h - ((v - min) / range) * (h - 2) - 1;
    return `${x.toFixed(1)},${y.toFixed(1)}`;
  }).join(' ');
  return `<svg width="${w}" height="${h}" viewBox="0 0 ${w} ${h}">` +
    `<polyline points="${points}" fill="none" stroke="${color}" ` +
    `stroke-width="1.2" stroke-linecap="round" stroke-linejoin="round"/></svg>`;
}

Quick-Reference Decision Tree

Need a new dashboard component?
│
├─ Will it fetch its own data (polling / one-shot)?
│   └─ YES → extend Panel (Part 1)
│             • constructor → super() → loadState() → fetchData() → setInterval
│             • fetchData() → resetRetry() → fetchWithRetry() → render() → saveState()
│             • destroy() → clearInterval → super.destroy()
│
└─ Will data be pushed from outside?
    └─ YES → functional push-update module (Part 2)
              • createXSidebar() — idempotent, builds DOM, fills SectionRefs
              • updateX(data)    — mutates only SectionRefs nodes
              • injectStyles()   — guarded, runs once
              • export createX, updateX, XData; keep SectionRefs private

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같은 저장소의 스킬

Prepare audio stems, the separate parts of a track, for mixing by matching their durations with silence, loops, or crossfades. Verify each generated and processed file before moving to the next production step.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Match audio parts with different durations
  • Extend drums and melodic parts using suitable methods
  • Check audio specifications before mixing
HKUDS/OpenSpace7.8천2026년 8월 13일 업데이트

Produce audio in separate stems, meaning individual instrument tracks, and verify each output as you go. Align track lengths with silence, loops, or crossfades, then apply effects, mix a master, and package the files.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Align instrument tracks to a reference audio file
  • Choose how to extend tracks that are too short
  • Verify audio properties after generation and effects
HKUDS/OpenSpace7.8천2026년 8월 13일 업데이트

Build serverless endpoints that relay external API requests for a dashboard while keeping API keys on the server. Includes Vercel examples for input checks, caching, cross-origin access, and consistent JSON responses.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Connect a dashboard to external APIs without exposing API keys
  • Create endpoints for stock quotes and news
  • Standardize API responses and error handling
HKUDS/OpenSpace7.8천2026년 8월 13일 업데이트

Produce a master track and separate audio parts through a structured Python workflow. Apply filters and reverb, export WAV files with consistent settings, package them in a ZIP archive, and check that the deliverables meet the requested specifications.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Export a master track with separate audio parts
  • Apply filters and reverb to audio
  • Check duration and format across deliverables
HKUDS/OpenSpace7.8천2026년 8월 13일 업데이트

Keep document creation moving when web searches and page retrieval repeatedly fail. The skill preserves the original task, uses the model’s existing knowledge, and clearly identifies information that could not be checked against external sources.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Continue drafting after repeated web retrieval failures
  • Preserve task requirements during network errors
  • Mark information that could not be externally verified
HKUDS/OpenSpace7.8천2026년 8월 13일 업데이트

When Python execution repeatedly fails in execute_code_sandbox, use a file-based alternative: save the script, run it through the shell, and capture results or errors. The guidance covers paths, imports, timeouts, structured output, and optional cleanup.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

  • Retry Python work through the shell after repeated sandbox failures
  • Run longer tasks with an adjusted timeout
  • Execute Python work that needs multiple files or system utilities
HKUDS/OpenSpace7.8천2026년 8월 13일 업데이트

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