Skip to main content

09/04/2026

09/04/2026

superun — Task view assignment, audio/video transcoding, Agent Friendly & demo environments

Task view and the agent assigns work for you

  • While subtasks run, the activity panel prefers Task view / the Tasks tab; you can see subtask progress even during the main task.
  • In Build, the main agent can assign implementation work to background workers in parallel; you can stop runaway background tasks; failure reports are clearer.
  • Planned execution goes through a shared queue; an idle main chat does not mean work stopped. See The agent assigns work for you.

Consultation planning and handoff to execution

  • Consultation is a fuller planning surface: write plans and maintain feature lists; planning blocks deploy / schema / plugin-enable changes.
  • After you confirm a plan, hand off to execution (including feature-list batches); parallel mainline + consultation reduces lost context. See Free consultation.

Audio/video transcoding

  • Skill Library adds Audio/video transcoding: async video to standard MP4 (H.264 + AAC), audio-only to MP3; outputs write back to the same session file storage; billed on success, no transcoding fee on failure. See Audio/video transcoding.

Agent Friendly and Feishu Docs

  • Agent Friendly enhanced: Launch entry is Agent Friendly; Skill Library card is Connect AI apps; after generation, copy skill / connector instructions. See Agent Friendly.
  • Feishu adds document reading for authorized Docx / knowledge-base docs. See Feishu Docs.

Demo environments, listing, and security scan

Skill review, models, and quality tools

  • Uploaded skill packages get automatic adaptation review (ready / needs rewrite / cannot connect); category tags must be exactly one.
  • Video menu highlights Seedance 2.5 / 2.0 Mini; image-edit default model upgraded. Typing @fix in the input is retired; auto-test temporary login requires authorization.

Other

  • Mobile invites use a bottom sheet; billing-cycle stats improved; chat and Run-now stability fixes; client realtime activity opened up.

08/28/2026

08/28/2026

superun — Credit restore, independent test environment, agent-assigned work & publish repair

Overdue restore via credit

  • Besides top-up restore, projects taken offline / archived for insufficient credits can use credit restore.
  • Per project: credit availability, amount, and approximate runtime (copy ~48 hours); usually once per billing cycle.
  • If credit cannot cover storage when restoring an archive, the product shows a clear prompt.

Independent test environment

  • Published projects can open a test environment isolated from production (limited-time free, as in product): separate URL, data, and auth.
  • Enable / retry / rebuild (rebuild clears test data only); owners only for enable/rebuild; idle envs recycle daily at 02:00.
  • See Independent test environment.

Publish repair and regions

  • Failed live publishes can run auto-fix (including deploy steps) with in-progress / done feedback; published cards gain Republish.
  • Region labels use clearer Domestic / Overseas; CLI publish requires checking “actually tested” before confirm.

The agent assigns work for you

  • Complex asks can be split to the background: keep sending new asks in the main chat; view pending / subtask progress and spend.
  • Collaboration is tracked by who started the work; queues are explained when busy. See The agent assigns work for you.

Selection / manual edit

  • Selection and manual edits can finish on an isolated fork then merge back; busy mainline queues merges.

Video, styles, and more

  • Built-in video generation upgrades to Seedance 2.5 (duration / references / audio as in product).
  • Style generation moves from four options to two by default (as shown in product).
  • E2E tests can finish asynchronously; “plugin not installed” ≠ cannot enable; OCR i18n and mobile polish.

08/24/2026

08/24/2026

superun — One-click overdue recovery, Text Recognition, video models & publish regions, billing summaries

Overdue recovery and home alerts

  • Home alerts and recovery for projects taken offline / archived due to insufficient Compute Credits: after top-up, one-click restore to the pre-overdue state; enabled skills (such as Cloud) restore together.
  • View affected projects by personal / team account and Restore selected; restoring archived projects may deduct project storage fees.
  • Team members can remind admins to top up; clearer insufficient / sufficient balance states; dismissible alerts with restore still available in project details.

Skill Library: Text Recognition

  • New official skill Text Recognition: extract text and structured fields from images (~12 categories including IDs, receipts, plates, tables).
  • Per successful call; failures free; mapped in Compute Credit billing; the OCR processing path does not persist results or log image URLs or recognized content. See Text Recognition.

Video generation and model menu

  • Video plugin settings add a model picker for the project default; you can still switch in chat; switches notify proactively.
  • More vendor models: Seedance 2.0 / 2.0 Fast, Hailuo H3, Kling 3.0 / 3.0 Pro, Wanxiang 2.7; duration and reference-image rules aligned.
  • Model menu adds Qwen Plus Latest and DeepSeek V4 Flash Vision; Superun Vision Flash and Think Pro backends upgraded (as shown in product).

Publish: regions and private launch

  • Choose a publish region (e.g. North China, California, private deployment); private-deployment limits clearer (e.g. demo publish may be unavailable).
  • Private-launch copy improved across languages (e.g. not actively discoverable by search engines).

Compute Credit billing and wallet

  • Billing summaries by day / week / month or custom range (up to ~60 days per query), filterable by project and consumption type.
  • Wallet ledger supports time filters and Excel export.
  • Credit display tightened: team admins only; shown only when credit is actually in use (balance below the credit line).

Plugins and Mini Program

  • Enabling state renamed to Processing to avoid false failure; backend backfills results so refresh does not require re-click.
  • Mini Program integration adds Update configuration.

Planning, consult, and chat

  • Stricter Run now button contract: only when a proper action tag ends the message; typing intent can restore the button without auto-running.
  • Consult / plan modes can use file-processing and explore sub-agents for read-only attachment analysis.
  • Long chats support in-turn async compression; Wiki / project memory reads are more resilient.
  • Empty Agent bubbles filtered; malformed Ask-the-user can be skipped; consult / history rollback skips attachments; manual edit and bad-session recovery improved.

Client and login

  • WeChat login / client Universal Link callback paths improved; mainland China phone validation tightened.
  • International entry redirect and language ordering fixed; mobile Safari scroll overflow fixed.

08/17/2026

08/17/2026

superun — Cloud credit and overdue risk alerts, skills and marketplace, collaboration and Run now

Cloud credit and overdue risk alerts

  • Accounts support automatic credit: the system grants a small credit buffer; available ≈ balance + credit. Going beyond triggers overdue protection (such as taking the site offline), subject to in-product rules.
  • Projects can show cloud-related credit / available amounts (as shown in product).
  • The home page adds overdue risk alerts for projects that may be affected (unpublished projects may appear in alerts too).
  • Pre-overdue notices are more proactive: in-app messages plus SMS / email; a phone call may be added when overdue is near. SMS is preferred when a phone number exists; otherwise email.

Skills

  • Upload a folder to add skills.
  • Skills can be used in projects and shared with your team (available after approval).

App marketplace

  • After listing approval, a share dialog opens automatically so you can share right away.
  • When browsing, tagged works are easier to find in matching categories (special category rules such as “Some websites” are unchanged).

Planning and Run now

  • After planning, the handoff explains impact and asks you to click Run now to start.
  • If the button disappears after later chat, saying “Run now” / “Start” restores the button — it will not start on its own or rebuild the whole plan.

Demo safety

  • When Demo / preview shares a project with production: Demo uses mock data and does not change the live production backend; try Demo first, then decide whether to remake.

Chat and collaboration

  • Ask the user: collaborators can see submitted questions and options; important questions may notify you by SMS / email when you are offline.
  • If style options stay unchosen for a long time while you are offline, you get an in-app reminder (online sessions are not auto-submitted for you).
  • Collaborators (including editors) can use CLI code sync; paid zip download still follows the original download permission (as in product).

08/09/2026

08/09/2026

superun — Selective plan execution, Ask the user, skill upload, and Demo/Build UX tweaks

Plan confirmation and selective execution

  • When confirming a plan, review the feature checklist and select what to run; unselected features are not implemented and do not stay on the current feature list.
  • After confirmation, milestones for selected features become formal todos and advance by feature ownership, reducing plan/todo mismatches.
  • Execution scope follows the final selection: even if the detailed plan document still mentions unselected items, the agent only implements the approved scope.
  • Completed progress stays visible (counts and status colors) with a tighter layout for long plans; historical selections and run history are preserved correctly.
  • Fixed Run now rollback issues that could drop submitted feature selections.
  • If later discussion rounds materially change the plan, a full plan batch is republished; feature blurbs are short user-facing descriptions; deleting a feature clears linked todos.

Chat: Ask the user

  • The agent can use an Ask the user card to collect choices or extra requirements, including free-text input.
  • Cards are more compact; completed, timed-out, and in-progress states are more stable.

Upload skills

  • Upload skill packages locally: import and share-approval flows are connected; validation errors are collected in batch with detailed lists.
  • Improved skill detail, upload, and delete UX; skill IDs starting with skill. are not allowed.

Demo / Build and listing

  • Listing flow adds a Build is ahead tip and a New demo entry; the tip is a single line with the feature list in a modal; syncing Demo is silent.
  • You can switch Demo / Build while generating; the version identity bar above the input is removed — switch versions from the history panel.
  • Marketplace: cash remake agreement copy updated; split listing can auto-link a Demo; Archived entry moved to the filter row as clearer Restore archive.

Login and account security

  • Tencent slider captcha before SMS verification codes; slider and code flows are chained; the login dialog stays open during the slider.
  • Improved WeChat phone-number login; fixed the phone binding dialog.
  • When binding WeChat via WeCom QR, more than 2 accounts on the same WeChat are limited.

Credits, billing, and invites

  • Skill spend details show interface / API names instead of a generic “API / model” label.
  • Invite rules: removed the daily invite cap tip.

Desktop and experience fixes

  • Windows / desktop shell top chrome avoids window controls and traffic lights so the community page is not covered.
  • Upload wait feedback; preview style and jitter fixes; “Another batch” of styles can run with empty content; assorted publish and execution stability fixes.

08/03/2026

08/03/2026

superun — Demo/Build dual-version overhaul, marketplace recommendations, ideation previews

Demo / Build dual versions

  • Overhauled the Demo and Build dual-version experience: Demo can be published independently; the Operations publish panel now supports share and unpublish for Demo, aligned with Build.
  • Added a version identity bar above the input to switch between Build and Demo or hide it.
  • Renamed “Split demo” to “New demo” with unified entry, switching, publishing, and history; switching tabs prompts to stop the current generation to avoid cross-version bleed.
  • Consultation resolves version ownership and stable anchors first; Run now reads plans per Build or Demo version.
  • One-click convert the current production app into a standalone Demo: page and route coverage with local mocks replacing backend, plugins, and external services — suited for external demos and acceptance.
  • Clearer Demo cloud billing copy (e.g. Demo cloud service fee — cloud storage); final amounts as shown in product.

Application marketplace

  • Chat recommend cards (compact list): at the right stage, proactively suggest reusable or remixable listings and note potential compute savings; only the latest card per turn.
  • Legacy projects can use the new split listing flow; after listing, a Demo share link is shown.
  • Approval in-app messages open an inline share card (QR + marketplace link); QR codes render as images for long-press recognition.
  • Listing privacy self-check prompts improved; some listing limits removed.

Ideation artifact preview

  • Exploration artifacts can appear inline in messages during ideation; unified preview for artifacts and game windows with HTML sandbox, mobile, and standalone preview.
  • Added an image viewer; CDN images preview directly in context.
  • Improved handoff to creation — buttons, bubbles, and continue-chat flow; upgraded first-message intent gating on the home page.
  • Internal artifacts hidden by default; runtime errors map to friendlier messages.

Design quality and automated testing

  • Stronger first-screen visual signature and anti-downgrade during implementation: showcase and narrative pages stay closer to the task; full craft and visual priority from specs are less likely to be simplified in code.
  • Task-matched aesthetics and motion: ops tools, data-dense, or intentionally minimal pages no longer force extra animation; showcase pages still emphasize a memorable first screen.
  • Enterprise and business needs can pick more practical style directions; some style catalog entries adjusted for visibility (e.g. Bauhaus hidden from the style catalog).
  • E2E dual mode: run existing Playwright scripts directly with per-case results and screenshots, or use natural-language auto test for agent-written runs.
  • Richer failure screenshots; script compile failures show “failed to run” instead of misleading 0 passed / 0 failed.

Model upgrades

  • Design and Build main path (stages after ideation) now default to Claude Opus 5.
  • Style fusion and art polish upgraded to Claude Opus 5.
  • File-processing agent upgraded to Claude Sonnet 5 High with higher turn limits.
  • Kimi K3 removed from the optional model list.
  • Autonomous testing path upgraded to Claude Opus 5.

Mobile, login, and sharing

  • Chat mode on mobile; skills integrated with native project flows.
  • WeChat card sharing; mobile and tablet sharing via WeChat; community entry split by site (e.g. Discord for overseas).
  • Gift card claim preview follows the purchase form in real time; home “My work” scrolls horizontally on mobile with centered tag selection.
  • Login compliance: users must actively accept terms; unchecked boxes trigger confirmation.
  • Hosted App Links / Universal Links (.well-known); HarmonyOS bridge and Android download aligned with desktop conventions.

Payments, invites, and voice

  • Collaborators see auth info on the payment plugin detail page; refund records in fund history show returned platform fees.
  • Withdrawals locked while a withdrawal is processing; improved wallet auth prompts.
  • Daily invite cap tips; invite reward review rules and delayed payout notes (as shown in product).
  • Multi-speaker voice polish end-to-end; fixes for dropped frames and silent truncation; improved mic startup timing and error reporting.

Input and stability

  • Attachment-only send supported with clear guidance when the body is empty.
  • Uploaded images keep original filenames and media types for logo and asset matching.
  • Length guards on tool outputs (file read, search, build logs, skill docs) to reduce long-conversation interruptions.
  • Simplified WeChat bind and signup prompts; fixes for plugin enable command IDs, quick-edit user info, and first-message gating rejections.
  • Supabase migration polling no longer capped for long migrations; footer ICP filing temporarily hidden (compliance display adjustment).

07/25/2026

07/25/2026

superun — Official skills expanded, security review and QA upgrades

Skills

  • Added Universal Mailbox Sync: stably sync mailbox metadata, full body, and attachments over IMAP and POP3.
  • Added AI Video Generation Integration: Seedance async submit, polling, exception handling, and video persistence workflows.
  • Added Intelligent Customer Service: out-of-the-box customer support that answers after-sales and inquiry questions automatically.
  • Added Digital Employee: digital employees that can handle everyday business workflows in your product.
  • Added Intelligent Knowledge Base: upload materials so end users can ask questions with answers that cite sources.
  • Added Email Resume Collection: collect resume attachments from recruiting mailboxes, parse candidate details, and sync them to the candidate pool.

Security and content review

  • Security review is no longer time-limited free; billing follows in-product rules (final amount as shown in product).
  • Improved content-review prompts in the conversation flow.

Quality assurance and automated testing

  • Improved code-review nudges: proactive prompts are currently free; user-initiated reviews follow in-product billing (final amount as shown in product).
  • Automated tests started from the post-review entry prioritize the features just reviewed or fixed; when multiple flows exist, the highest-risk or most critical flow runs first.
  • After testing, uncovered scope is explained with guidance to continue step by step or use the Smart Test panel; the full-project Smart Test panel is suggested only when you explicitly ask to scan the whole project without a starting point.

Models, memory, and long conversations

  • Added the Kimi K3 model for very long context, multimodal understanding, complex analysis, and tool use.
  • Re-running from a history node or creating a branch keeps the original project memory and knowledge context.

Build, account, and other fixes

  • Build failures return fuller error details; dependency install and SSR detection are improved to reduce false SSR classification and publish failures.
  • Insufficient-balance messaging better distinguishes team vs personal account issues.
  • Chat mode keeps recognized speech text after errors.

07/23/2026

07/23/2026

superun — My Skills

Skill management and sharing

  • Manage official, personal, and team skills from the standalone My Skills page.
  • Convert items from My Memories into private personal skills.
  • Share personal skills with a team through an approval flow, while keeping the original personal skill when a team association is removed.

Project Skill Library

  • Browse Official, Team, and Personal categories directly inside a project.
  • Strict visibility keeps personal skills private to the signed-in user and team skills limited to projects owned by the matching team.

07/17/2026

07/17/2026

superun — Image and video generation upgrades, desktop pet, project search, and auto-claim achievements

Video generation

  • Upload 1–9 reference images and choose fast or high-quality mode; set video length to 4–15 seconds or let the system decide automatically.
  • Videos can generate in the background without blocking the conversation; video cards show ongoing progress.
  • Clear prompts for insufficient balance, rate limits, and missing permissions; failed generations show clearer status and reasons.

Image generation and editing

  • Upgraded image generation and editing with better subject and style consistency across multiple reference images.
  • Understands circles, arrows, and hand-drawn sketches to edit objects, text, subjects, or backgrounds precisely from annotations.

Desktop and voice input

  • Added the Su Xiaoqiang desktop pet with reminders when tasks complete.
  • Web voice input supports multi-speaker recognition; sending waits for transcript cleanup so nothing is dropped.

Code review experience

  • Works with legacy tasks; review specific files, pages, or features—defaulting to the last round of changes when unspecified.
  • Checks plans for gaps, drift, and scope creep; covers logic, error handling, concurrency, resource leaks, data, and boundary issues.
  • Results separate must-fix from suggested fixes; issues are explained before fixes begin.

Workspace and project management

  • Search projects by name from the workspace, with clearer demo count and quota hints.
  • Improved stability for large messages, file merges, and session sync.

Downloads, achievements, and compute usage

  • Downloading project code now includes assets referenced by the project.
  • Achievements auto-claim rewards with confirmation; skill usage logs add time and source details.

Build and overall experience

  • More reliable dependency installs and builds; clearer status when background tasks fail.
  • Better requirement-confirmation form translation and legacy attachment recovery to avoid lost or misaligned options; ongoing mobile and desktop polish.

07/11/2026

07/11/2026

superun — Desktop app and programmer mode, voice input overhaul

superun desktop app (new)

  • Mac and Windows desktop clients are available from the website or in-app download.
  • Automatic update detection and install, or manual check under About; update banners can be dismissed without blocking work.
  • Manage and open multiple projects in one window with easier switching and navigation.

Desktop · Programmer mode and debugging

  • For users comfortable with code: view, edit, and save project source with before/after diffs.
  • Saved edits are staged separately and do not affect the live version until you deploy; discard or revert anytime.
  • File lists mark new and changed files; the UI refreshes when files change elsewhere.
  • Built-in console, network, backend logs, and sandbox log panels with jump-to-code for faster debugging.
  • Visual version graph and database panel: track versions and query data in natural language or SQL.

Desktop · Voice input overhaul

  • Long-form desktop recording supports multiple speakers with diarization into separate transcripts.
  • Live key-point extraction during recording; full meeting notes after stop with one-click copy.
  • Long sessions are more stable; switch devices if disconnected; recover incomplete transcription after unexpected stops.
  • Redesigned recording UI: finalize text after stopping to reduce mid-session churn.

Creation and agent capabilities

  • Stronger requirement understanding, planning, codegen, and code review for complex asks and fewer incomplete pages.
  • Cleaner page design and code structure with fewer redundant components; fixed dark style producing light pages.
  • @ mentions for skills, plugins, or memories in the input area are understood and executed more reliably.
  • Find historical memories by title across projects or wiki; better disambiguation and read-only guards reduce wrong citations.
  • Slide deck data storage optimized so playback and incremental updates do not disrupt later chat.

Publish, account, and teams

  • Private publish option to keep sites out of search indexes; improved publish reliability.
  • Ship hotfix-only releases with clearer version state and actions.
  • Sub-accounts and CLI login; team names are now editable.
  • Payment plugin resubmit and review status; clearer compute billing and session usage.
  • Clearer prompts when team seat limits are hit; wallet KYC accepts image uploads only.

Uploads and polish

  • Smaller screen recordings for faster, stabler uploads; better video type detection and file naming.
  • Cancel upload truly stops queued and in-flight files.
  • Unified branding copy; improved home, community entry, and chat hints.
  • Fixed duplicate Su Xiaoqiang in consultation; ongoing dark mode, color, and loading polish.

07/03/2026

07/03/2026

superun — App marketplace monetization, slide playback, screen capture, and model upgrades

App marketplace: sell your work

  • New Sell my project entry with three paths: copy or transfer to others, turn into SaaS, or list on the marketplace.
  • Listing form covers name, category, tags, type (demo / full app), price, and description with platform review; AI can draft the listing and fill the form.
  • Set a clone price in compute credits; 0 means free to clone.
  • Listing entry on home and Launch; form moved from modal to in-project panel.
  • Linked projects list only live apps with review status; warnings for taken or offline projects.

When others clone your app

  • Full-app clones can pay with personal or team compute credits.
  • Clone dialog shows limited-time pricing (sale price with strikethrough original) live; low balance prompts with top-up entry.
  • Clone flow uses chat-style bubbles (explain → copying → done) plus an app summary card when finished.
  • Fixed refresh stuck on clone page and endless cloning spinner.

Slide / deck playback

  • Slide playback splits project content into pages you advance like a deck.
  • Partial edits regenerate only changed slides; unchanged content is reused.
  • Deck-style projects stay presentation-like in later edits instead of becoming generic web pages.

Screen recording, screenshots, and recording understanding

  • Screen recording from the input area with status bar and mic waveform; warning before auto-stop; speech-to-text while recording.
  • Region screenshots with circles and markup on the preview page.
  • Recording understanding: AI follows actions in order and identifies UI targets—ideal for “click did nothing,” freezes, animation issues, or errors without long descriptions.

Code review

  • Review lists issues before fixing so you see results sooner.
  • Proactive review nudges for high-risk changes (permissions, database, backend); reviews diff against history for this change only.
  • Run-in-browser verification is offered only after a real review; no duplicate cards between review, auto test, and verification.

Planning aligned with the platform

  • Plan verification steps use what superun cloud can do (deploy checks, backend calls, DB validation, logs)—no local-only steps.
  • Avoids plans that cannot be executed in-product.

Model upgrades

  • Better model routing per step; improved memory and caching for long chats.

Language detection

  • User language detection upgraded from keyword lookup to LLM understanding; send and new sessions no longer block on detection errors.
  • Display strings support cross-language translation.

Uploads and voice input

  • Video uploads check duration limits; queued uploads; longer timeout for large files.
  • More stable voice transcript cleanup.

Stability and flow

  • Double-send guard on messages; faster, more reliable session load for complex projects.
  • Fixed some publish failures for more reliable releases.
  • Clearer low-balance prompts when restoring archived projects, with top-up or ownership adjustment options.
  • Cloud storage folder delete; UI uses compute credits and “you”; fixed false “session not found” on load errors.

06/26/2026

06/26/2026

superun — Code review and auto-test guidance, GEO and conversation upgrades

Code review and quality

  • New @code review: the agent reviews independently, fixes findings, and summarizes results clearly.
  • Su Xiaoqiang proactively suggests review for permissions/database, large diffs, or post-consultation builds—only in Build, not Demo.
  • Reviews use version history to scope this change.
  • After review in Build, optional browser verification closes the loop; less duplicate prompting between review and auto test.
  • Guidance cards support Not now; shorter review/test copy.

Auto test and @auto fix

  • @ menu: @code review, @auto fix, @auto test with preset commands on send.
  • @auto test runs real browser checks on pages, flows, or features and fixes confirmed issues; defaults to the last completed change.
  • Large scope steers you to Smart Test; one-click @auto test nudge when a feature completes.
  • @auto fix entry and copy polish with limited-time free badge; fixes focus on the reported issue, page, or error.
  • Better visual regression checks (overflow, overlap, scroll, clipping); screenshots prioritized to confirm fixes.

Input area and message quotes

  • Quote historical messages into the input for follow-up.
  • Clear message when @ commands are unavailable in consultation mode.

Consultation mode

  • Consultation focuses on ideas; style phase supports tweaks and regen with accurate ready/in-progress states.
  • Clearer answers on which styles are ready vs still generating.

Task bar and execution

  • Parallel task states for main flow, consultation, and more.
  • Polished activity bubbles and summaries: alignment, width, mobile/history interactions.

Conversation stability

  • Fixed stalled replies and missing thinking bubbles after interrupt resume; better in-progress hints.

GEO and publish

  • GEO health: dead-link (404) analysis, detail views, richer robots.txt / sitemap hints.
  • One-click optimize confirmation with compute cost disclosure.
  • Missing routes suggest sitemap or robots Disallow fixes; stabler published file reads and routing.
  • Better public route init for SSG/SSR and attachments.

Enterprise top-up

  • Custom enterprise recharge no longer limited to first purchase.

Share and collaboration

  • Share cards and invite UI polish; feature list mobile interactions.

Other

  • Clearer superun Cloud deploy context; slow SQL or schema changes confirmed before fixes.

06/18/2026

06/18/2026

superun — Conversation stream overhaul

Conversation stream overhaul

  • New-generation rendering: messages, activity summaries, and consultation mode are smoother and more stable.
  • Attachments in consultation mode for reference images and docs during planning.
  • Blocks duplicate sends while consultation is in progress (send button disabled).
  • After deploy, demo preview auto-updates with a badge on Demo—no manual refresh.

Style generation and another batch

  • Another batch style cards show attachments tied to your references.
  • Extra batches no longer depend on the first template; empty data still renders.

superun image generation

  • Notifies when switching image models so you know which capability is active.

Skill library plugins

  • Amap, face recognition, and SMS plugin cards with credential setup; six-language copy aligned.
  • Intro tabs for integrated plugins and Smart Test on first visit.

Input area and task bar

  • Send button shows Run / Send text with clearer busy vs idle states.

Home and Launch

  • Weekly live stream promo entry and modal with dismiss and custom icon.

Publish and site

  • Richer SSR/SSG copy for published sites across languages.

Consultation mode

  • Better input guidance during style generation (in progress vs all ready); clearer how to regen or refine a style.

Preview and runtime stability

  • Faster polling and preview; long runs less likely to trip single-request timeouts; stabler startup for complex projects.

Other

  • My projects copy UX: card menu and Copying state; no copy before demo or from template market clones.
  • Smart Test runnable in chat with synced progress and reports.
  • Su Xiaoqiang intro while waiting to learn platform capabilities.
  • Share page uses the new stream for parity with project pages.

06/17/2026

06/17/2026

superun launches compute credits; tokens convert 1:1

Tokens become compute credits

  • Legacy tokens are now compute credits with automatic 1:1 conversion; usage unchanged, no action required.
  • Top-up, spend, billing, and usage screens use compute credits wording.

Validity and consumption

  • Credits expire 12 months after grant; spend draws down oldest balances first.
  • Compute credits are virtual goods; purchases are generally non-refundable—contact support with questions.

06/12/2026

06/12/2026

superun — Project copy, automated testing, and voice skills

Project copy (new)

  • One-click copy from My projects; originals stay intact for continued edit, chat, and publish.
  • Marketplace apps copy to your workspace as demo-only or full app.
  • Full-app copy may cost tokens/credits with upfront confirmation; some apps need extra setup per prompts.

Automated testing (new)

  • Pre-publish automated tests simulate real users across pages.
  • Progress, logs, and status in one panel with live updates for long runs.

Voice skills (new)

  • Skill library adds speech-to-text and text-to-speech plugin cards for AI voice in your app.
  • Speech recognition can use a free platform test key until you add production credentials.

Custom domains

  • Bind multiple custom domains to one project.

06/04/2026

06/04/2026

superun — Sign-in upgrades, image generation, and mobile QR uploads

Sign-in and registration

  • WeChat mini program QR sign-in with automatic method selection on desktop vs WeChat.
  • Edit nickname and avatar on signup; clearer registration path for new accounts.

Image generation and editing

  • Stronger image generation for illustrations, assets, and page art.
  • superun image plugin shows model icons and descriptions for each choice.

Video generation and skill library

  • Video generation plugin card in the skill library.
  • Agent-friendly apps: expose superun apps as tools agents can call—copy instructions for CLI + skill install, no MCP server required.

Design generation and planning

  • Faster style exploration and design refinement.
  • Confirm plans in chat without extra mode switches.

Transfer and mobile upload

  • Transfer project ownership to teammates or friends.
  • Scan QR on project page to upload photos from phone.

Version restore

  • Confirmation before restoring history to separate browse vs rollback intent.
  • Restore bonus reminder when eligible.
  • Restore directly from the version list without opening details.

Style cards and domains

  • One-click retry on style cards when content review blocks preview.
  • Custom domain wizard adds provider selection with tailored steps.

Teams and detection

  • Clearer team quota usage vs total.
  • More accurate SEO/GEO checks with fewer missed titles.

05/25/2026

05/25/2026

superun — Version restore bonus

Version restore bonus

  • Rolling back from latest may grant a version restore bonus in tokens/credits (amount per product rules) with a popup when issued.
  • Bonus is reclaimed if you abandon the rolled-back version and return to latest. See version history rollback.

05/22/2026

05/22/2026

superun — Home hero chips, low-balance awareness (includes 5/14–5/21)

Home hero recommendation chips

  • New hero recommendation chips with seven directions—one tap to start.
  • Manifesto overlay typography and animation tweaks; mobile overlay layout.

Low balance · collaborator billing awareness

  • New insufficient balance messaging differentiated for project owners vs collaborators.
  • Fixed cross-user false positives for collaborator low balance; fixed PricingDialog race overwriting personal balance on first frame.

Gift card redemption

  • Gift cards support collab co-branded styling.
  • H5 redeem page returns to finish redemption if incomplete; auto-claim after login redirect without uniqKey lock.

Login form inputs

  • SMS code input normalization; fixed mobile autofill duplicate paste.
  • Phone normalization strips iOS phrase trailing spaces; signup and join-enterprise forms normalized too.

Style generation

  • Thinking-state copy and interaction polish for style generation.

New access domain

  • China access domain suxiaoqiang.com; apex 301 to www.suxiaoqiang.com; footer ICP badge follows domain.

Other fixes

  • Custom domains: removed error toast on failed domain config.
  • Feature checklist: corrected checked state for completed features.
  • Message transform: filter .superun internal path tool calls from UI.

05/06/2026

05/06/2026

superun — Gift cards, message center, and WeChat mini program integration

Gift cards

  • Create, transfer, and redeem custom token/credit gift cards for personal and enterprise use.
  • Standalone H5 redeem page with WeChat scan or long-press QR; friendlier share cards.
  • List shows face value and created time; purchase button sticks on mobile.

Message center

  • Central inbox for system, collaboration, and order notices grouped by date.
  • Header badge for pending count; important items stay until handled.
  • Project notifications use an inline panel instead of interrupting flow.
  • Top-up, open project, and join collab respond immediately.

Archive and restore

  • One-click restore from archive with cost and impact shown upfront.
  • Request unarchive for archived projects.

GEO one-click optimize

  • SEO/GEO health card adds one-click optimize with auto recheck and score delta.
  • Google/Baidu index checks for coverage insight.

WeChat mini program

  • Preview and upload to WeChat dev console from superun.
  • Redesigned config form; mobile preview placement and interactions.

Voice input

  • New speech engine for accuracy and stability.
  • Auto polish toggle for formal written text after dictation.
  • Recovery state and retry on interrupted recognition.

Payments and wallet

  • Wallet entry open with beta apply; simpler personal verification.
  • Onboarding form adapts to entity type.
  • Domestic non-enterprise pricing defaults to Personal tab.

Collaboration and enterprise

  • Enterprise invite links prefill account info.
  • Auto-load enterprise workspace after login.
  • Community management apps gain industry sub-tags.

Custom domains

  • ICP filing reminder and warning for China domains.

Chat and build stability

  • Stop available on all in-progress tasks.
  • Version restore checks for active sessions before switching.
  • Fixed duplicate build triggers when toggling Build/Demo and related edge cases.
  • Unified policy violation messaging; chat history no longer wiped repeatedly.

File upload

  • Cancel button on uploads; pixel threshold for oversized images.

04/08/2026

04/08/2026

superun — Referral slash campaign, manual edit mode, and workplace plugins

Referral slash campaign

  • Social referral flow: invite friends to slash token/credit rewards via WeChat QR, links, and more.
  • Dedicated landing for desktop and mobile with WeChat share card metadata.
  • Credits auto-grant on successful slashes with live balance updates.
  • Friend bonus details in tooltips with tap-through.

Red envelope rewards

  • Quality requirement submissions can earn token/credit red envelopes automatically.
  • Clearer gifted credit summary and history in account.

Manual edit

  • Edit text, images, and styles on preview with WYSIWYG selection.
  • Incremental saves without full reload.
  • Blocks sends and branching during manual edit to avoid AI conflicts.

Workplace plugins

  • WeCom, Feishu, and DingTalk plugins with setup guides.
  • Security settings surface callback URLs and trusted domains for copy.

Team workspace

  • Multi-role admins with flexible permissions.
  • Data migration into team workspace with live progress.
  • Usage details show user info; switch enterprise views.

Invite and registration

  • Invite flow with split rewards for inviter and invitee.
  • Email sign-in; auto login after signup without phone bind.
  • Clearer enterprise invite member modal.

Chat and messages

  • Messages appear immediately with upfront thinking animation.
  • Unified retry when balance is low.
  • Read-only mode keeps expand/collapse without action buttons.

Style generation

  • Another batch supports targeted style direction.

Other

  • Home My projects empty state with guidance links.
  • Pre-publish cost estimate with dismiss option.
  • Multi-end route groups; share links carry active path.
  • Japanese and Korean; unified “project” wording.
  • CSV uploads; attachment UI for multi-file and image preview.

03/18/2026

03/18/2026

superun — Team management and billing refresh

Team management

  • Team dashboard for admins to see member usage and quotas.
  • Members can leave teams without admin help.
  • Wire transfer payments for compliant team purchases.
  • Separate personal vs team balance display.
  • Home project cards show ownership (personal vs team).
  • Member notes for easier identification.
  • Admins notified when team quota is low.
  • Improved team creation flow.

Team top-up

  • New top-up page with tiered pricing—better rates at higher volumes.
  • Switch between team and personal top-up on one page.
Team top-up plans

Share and invite

  • Redesigned invite QR modal.
  • WeChat mini program link sharing.

File handling

  • Parse .docx and .xlsx uploads for generation context.

Publish experience

  • Rebuilt publish panel with clearer steps.

Navigation and workspace

  • Menu adds My orders.
  • Workspace display names for multi-project clarity.

Other

  • Redeem code top-up for personal accounts.
  • More accurate touch drag on design editor.
  • Clearer task status bar.
  • Maintenance upgrade notices.

03/13/2026

03/13/2026

superun — Team accounts and broad experience improvements

Team accounts

  • Monthly and lifetime limits shown separately; usage filterable by workspace.
  • Add members manually or bulk-import from Excel.
  • Team invite link page to join or dismiss.
  • Clearer low-quota dialogs; pricing shows this month’s team quota.

Style selection

  • Failed style cards no longer show misleading overlay prompts.
  • Selecting another style expands and highlights the matching history entry.

Multi-device preview

  • Smoother phone, tablet, and desktop switching across views.
  • Open in new window moved to the top tab bar.
  • Simpler desktop preview arrows; invite success confirmation.

Mobile and tablet

  • Smoother favorite/version history; unified history preview on phone and tablet.
  • Mobile task center shows version history.

File upload

  • XLSX upload support.
  • More upload retries on failure.
  • Clearer rejection reasons after review failure.

Balance reminders

  • Auto-check token/credit balance on page load with proactive low-balance prompts.

Share and invite

  • Demo hints in share panel only during Demo; hidden in Build.
  • Clearer invite link confirmation copy.

Community

  • Community projects browsable without sign-in.
  • Community projects support auto-clone.

03/09/2026

03/09/2026

superun — Task center, feature recommendations, and polish

Task center

  • Task center for queue and version history, including mobile.

Feature recommendations

  • Suggest more features entry and improved feature list layout.

Style selection

  • Better style generation status, unified data source, theme names, and layout.

File upload

  • Stronger upload security checks and attachment handling.

Community projects

  • Community project detail page; copy button and message polish; smoother collapse animation.

User state

  • Multi-tab user state sync; collaboration and message edit improvements.

Invite and share

  • Email and phone validation on invites; WeChat share; invite links and QR.

Waiting games

  • Mini-games while styles generate; better load-failure handling and layout.

Multi-device switching

  • Device switch entry; preview tab fixes; mobile keyboard layout improvements.

02/10/2026

02/10/2026

superun — Mobile overhaul, voice input, WeChat share, and SEO

Mobile and tablet

  • Phone single-pane swipe layout and tablet two-column layout with full-screen preview.

Voice input

  • iFlytek speech recognition with record button; live transcription, stop keywords, and auto submit.

WeChat share

  • WeChat share config with dynamic snapshot URLs and custom options.

Style selection

  • Another batch adds extra branches.

Authentication

  • Conditional phone bind by region with optional skip.

Invite and collaboration

  • Short link create/copy; invite rewards in home user menu.

File upload

  • Drag-drop and clipboard paste uploads.

Localization

  • Expanded locale support.

01/29/2026

01/29/2026

superun — Mobile polish, localization, and feature enhancements

Mobile experience

  • Improved phone and tablet layouts, smoother interaction, clearer preview.

Localization

  • Emails and usage records support multiple display languages.

In-product tips

  • Contextual tips while you work to help you learn faster.

Sign-in

  • WeChat sign-in prioritized; registration back navigation; easier account switching.

File upload

  • Batch PDF upload with stabler progress and clearer errors.

Feature checklist

  • Auto-saved checklist with history and action hints when running features.

Motion

  • Smoother page, card, and modal transitions.

01/23/2026

01/23/2026

superun — Consultation polish, domain routing, tips, and browser support

Consultation

  • Improved consultation APIs and interaction.

Domain routing

  • Share and project pages resolve display URLs based on domain.

Home

  • Home shows community project descriptions by default.

Code view

  • Paid access gate and payment checks for code view.

Browser compatibility

  • Fixes for older browsers.

01/15/2026

01/15/2026

superun — Demo flow, build tutorials, and UI polish

Demo and tutorials

  • Better demo viewing guidance; localized tutorials with skeleton image loading.

Build

  • Feature checklist button groups; Build tab polls when checklist is empty.

Mobile

  • Responsive cards and images; top banner hint on mobile.

Stability

  • Session error handling with rollback; clearer branch switch errors.

12/31/2025

12/31/2025

superun — Temporary consultation, style selection, and home flow

AI consultation

  • Temporary consultation while four styles generate—tap the input to chat free with the AI advisor with full send/receive/render.

Style selection

  • Auto two-column layout after the first style; chat guides style pick.
  • A/B/C/D toggles in branch grid; selection uses thin borders.
  • Theme switcher at bottom of preview with apply confirmation.
  • Still generating? button checks session progress.

Home refresh

  • Jump to project page after submit with centered transitional chat on first screen.

File storage

  • superun file storage plugin registration with credit checks and updated Cloudflare R2 config.

12/18/2025

12/18/2025

superun — Unpublish control, AI upgrades, localization, and media

Project management

  • Published projects can unpublish from Launch → Publish without deleting the project.

AI and chat

  • Stop logic across Chat, Ideas, Auto Fix, and Plugins with tighter multi-step locking.
  • Clearer Chat Mode replies with less over-generation.
  • superun image model for faster, cost-effective lightweight generation.
  • Chat Mode instant translation powered by Gemini.

Localization

  • Full Japanese and Korean UI packs.

Sign-in

  • Shared Google OAuth settings across apps and environments.

Payments

  • Alipay support with methods adjusted by backend currency settings.

Media upload

  • Upload videos and other files up to 100MB each.

12/4/2025

12/4/2025

superun — Preview regen, stability fixes, and sign-in

Preview

  • Regenerate individual cards in the four-style preview without rerunning the full flow.
  • Mobile/desktop preview container spacing; removed legacy Build/Launch highlight outlines.

Generation stability

  • Clear errors on interrupted generation with deduplicated messages.

Sign-in

  • WeChat sign-in for users who prefer WeChat login.

Plugins and auto fix

  • Secret forms support Skip with stronger validation and business_type mapping fixes.

11/26/2025

11/26/2025

superun — Chat, localization, and PRD experience

Chat experience

  • Unified auto-scroll across streams with calmer clarification and branch hints.

Localization

  • Full Traditional Chinese UI and policy pages, better language detection, and English ↔ Traditional Chinese switching.

Visual and SEO

  • Light mode enforced for consistency; better SEO image uploads; clearer DOM edit and image upload tooltips.

Data tools

  • Guided PRD questions and built-in SQL editor to explore data in superun.

Message queue

  • Queue and checklist loading tuned to prevent double submit and show in-progress state.

11/20/2025

11/20/2025

superun — Design options and plugin management

Design options

  • Multiple design options with preview images; apply the chosen option in one click.
  • Improved create, select, preview, and continue state handling.
  • Clearer design-option prompts in chat.
  • Better card preview when panels collapse.

Plugin management

  • Stripe plugin secret visibility toggle.

Requirement clarification

  • User replies during clarification correctly trigger the design-options flow.

11/11/2025

11/11/2025

superun — Project refactor and feature enhancements

Project architecture

  • Project page rebuilt on option-card architecture for performance and clarity.

Feature management

  • Feature list in Build card with one-click run; blocks new tasks while one is running.

Ideas and AI

  • Ideas card badges and Apply banner when updates are ready.
  • SQL editor schema support for better AI SQL and database work.

Content and SEO

  • Visual SEO file generator for site metadata without hand-editing code.

Visual and experience

  • DOM edit highlight layer avoids style bleed; smoother home and generation transitions.
  • Smart message history filtering keeps latest requirement context.

Share

  • Social share buttons on publish success dialog.

10/22/2025

10/22/2025

superun — AI features launch

AI features

  • Multi-model: GPT-5, Gemini 2.5, and Claude without bringing your own API keys.
  • Content generation for blogs, product copy, and marketing.
  • Smart forms with autocomplete, validation, and suggestions.
  • Chatbots with contextual understanding.
  • Content analysis on feedback and behavior patterns.

Project publish

  • One-click deploy from build to production.
  • Live build and deploy health monitoring.
  • Multi-version releases with easy rollback.
  • Dev, staging, and production environments.

10/18/2025

10/18/2025

superun — Mobile optimization

Performance monitoring

  • Google Lighthouse for performance, accessibility, best practices, SEO, and optimization tips.

Custom domains

  • Dedicated domains for professional share links.

Mobile experience

  • Fixed scroll on tablets and phones; better small-screen layout and readability.

10/09/2025

10/09/2025

superun — Pricing and referral program

  • Early-bird pricing for early adopters.
  • Referral program: earn revenue share by sharing superun.

09/24/2025

09/24/2025

superun — Visual editing mode

  • Click elements on the page to edit visually.
  • AI-assisted visual editing with live code updates.
  • Smart mode switching for the best editor per task.
  • In-product feedback to improve the platform.

09/18/2025

09/18/2025

superun — Data and Supabase enhancements

Supabase integration

  • Explicit confirmation before Supabase database changes.
  • Supabase Edge Functions deploy and run inside the platform.
  • Manage Supabase service keys in chat for faster project setup.

09/12/2025

09/12/2025

superun — Brand and domain update

Invite members to build together

  • New conversation member management.
  • Search members, invite links, and permission changes.
Member management and invite links

Permission controls

  • Role limits on Supabase connection actions.
  • Share button options by role and state.
  • Members without edit access cannot edit code.

Visual consistency

  • Unified component spacing and hover/active/focus states.
  • Smoother scroll and transitions.

09/10/2025

09/10/2025

Glow — Invite codes and sharing

  • One invite code per seed user; up to five invites per code.
  • Live dashboard for usage and remaining invites.
Glow invite code generationGlow invite analytics

Pre-generation confirmation and staged generation

  • Confirm requirements before generation for accuracy.
  • First pass ships a fast baseline to lock direction quickly.
Glow staged generation confirmation

Password reset via email

  • Reset password through email verification when you forget it.

09/08/2025

09/08/2025

Glow — Full Supabase integration

  • Smart connection management with auto-detect and one-click reconnect.
  • Live database status monitoring.
  • Full backend API development tools.
  • Database query and management.
  • Simplified third-party login setup.
  • Frontend, backend, and database in one platform.
Glow + Supabase integration demo

Faster, smoother prototype editing

  • Smoother interaction, cleaner UI, fewer distractions.
  • Smarter feedback and status hints.
  • More natural click, drag, and edit feel.

Version management is live

  • Automatic version history and simple previews.
  • One-click restore to any prior version.
  • Experiment freely—you can always return to a stable state.
Glow version management demo