繁體中文

新功能

模型切換支援直接指定名稱,輸入即時提示並自動設為預設

想快速切換底層的大型語言模型時,現在只要輸入 /model <name> 並代入模型名稱、代稱(slug,簡短的英文識別標籤)或別名,就能直接完成切換,並在同一步驟中存為預設值。打字過程中,系統會以幽靈文字(ghost text,輸入框中預先呈現的淡灰色補全提示)即時顯示第一個符合的名稱。如果不加參數單獨輸入 /model,依然會開啟選單介面供你挑選;萬一輸入了無法辨識的名稱,終端機也會印出所有合法的可用模型清單。

新功能

思考強度指令提示升級,依輸入即時動態補全

調整思考強度(effort,模型在回答前進行深度推演的運算檔位)時,指令提示變得更加即時流暢。在終端機中輸入 /effort 後,後方出現的補全提示現在會根據你實際鍵入的字母動態延伸;例如當你輸入部分文字時,提示會自動對齊相符的選項。過去不論你輸入了什麼內容,畫面都只會固定顯示 [low|medium|high] 這串靜態的佔位文字。

新功能

批次產檔合併單次掃描,大幅減少重複檢查開銷

當你讓代理處理產出大量產物(artifact,對話過程中生成的程式碼或文件檔案)的任務時,檔案處理效率大幅提升。過去每當對話短時間內密集寫入多個檔案,連續觸發的檔案系統事件會引發多次重複的全盤掃描;現在系統會把短時間內爆發的事件合併為單一次重新掃描,省下無謂的重複開銷。

問題修復

自備金鑰支援調整思考深度,解鎖專業模型推演選項

使用 Gemini API key(應用程式介面金鑰,存取模型服務的專屬授權憑證)進行身分驗證時,模型設定變得更加完整。過去在這種認證模式下搭配 Gemini 3.1 Pro 與 Gemini 3.5 Flash 模型時,介面會無法自由調整思考推理強度(reasoning effort,模型回答前深入推演的運算檔位);現在這項功能已完成修復,你可以隨時指定不同的思考深度以滿足任務需求。

問題修復

修復面板閒置持續重繪,處理器佔用大幅降低

開啟任務面板或子代理(subagent,負責分擔特定子任務的輔助代理)詳情面板時,即使背景完全沒有任務在執行,過去介面依然會持續不斷重繪畫面。這導致程式在閒置時,處理器佔用率一直卡在 32% 左右的高檔;現在畫面重繪判定已修正,完全閒置時會穩定降至約 10% 的水準。

問題修復

主代理等待不影響背景任務,子代理計時器持續正常跳動

追蹤背景任務進度時,計時器顯示變得精準可靠。過去當你派出子代理(subagent,負責執行特定子任務的獨立工作單元)在背景運作時,只要主要的主代理自身處於等待狀態,畫面上子代理已耗費時間的碼表計時器就會莫名凍結;現在兩者的計時更新邏輯已分開處理,無論主代理是否在等待,子代理的計時器都會在畫面上持續正常跳動。

問題修復

模型端點通訊異常自動重試,遇短暫斷線不中斷任務

遇到雲端伺服器短暫波動時,執行中的任務不再輕易中途夭折。過去當模型端點回傳 HTTP 502 錯誤(Bad Gateway,伺服器閘道暫時故障的網路狀態碼)時,系統會直接崩潰並終止整趟執行;現在系統會把這類暫時性的通訊異常視為短暫斷線並自動重試,讓整個工作流程更加平穩耐震。

問題修復

自我衍生子代理完整繼承設定,自主模式不再意外切回互動

在未特別記錄代理設定的對話中啟動 self 子代理時,子代理現在會完整繼承主代理的運作狀態。過去如果當前對話沒有記錄具體的代理配置,衍生出的子代理會重新從頭解析環境設定,進而與主代理產生行為偏差。最明顯的狀況就是當主代理處於自主模式(autonomous mode,無需人類逐步確認即可自主執行的運作模式)時,子代理卻突然跳回互動模式向你發問。現在設定繼承邏輯已修正,子代理會忠實延續相同的運作環境。

問題修復

Windows 刪除檔案支援退避重試,化解程式佔用衝突

在 Windows 環境下刪除檔案時,遇到其他程式佔用不再立刻報錯中止。過去當代理嘗試刪除檔案時,若恰好有其他處理程序尚未關閉該檔案,系統會觸發共用違規(sharing violation,因其他程式佔用檔案而無法存取的衝突狀態)錯誤並直接宣告刪除失敗。現在系統在遇到這類衝突時,會自動進行退避重試(retry with backoff,每次重試間隔逐步拉長以等待資源釋放的機制),持續嘗試約一秒鐘後才回報失敗,大幅降低短暫檔案鎖定造成的干擾。

問題修復

無頭常駐行程日誌淨化,移除誤導性網頁連結提示

無頭模式(headless,沒有終端機視窗且在背景運行的工作模式)的日誌輸出變得更加乾淨準確。過去背景守護行程在啟動時,橫幅資訊中總會印出一行 Open in your browser: http://localhost:<port> 提示,但這從來不是受支援的連線方式;若透過服務管理工具監管,每次行程重啟時這行無用訊息都會被重複寫入記錄檔。現在這行誤導性的提示已被移除,保持日誌的整潔。

問題修復

工作流程移轉技能相容 Windows,路徑解析與回報精準無誤

在 Windows 上移轉工作流程時,路徑解析不再發生混亂。內建的 migrate-workflows 技能(skill,擴充代理專業任務的工具包)先前存在系統相容問題。它過去預設採用 POSIX(類 Unix 作業系統標準規範)的主目錄結構與路徑分隔符號,導致在 Windows 系統中無法正確定位檔案;現在已能正確解析並回報 Windows 上的完整路徑。

English

FEATURE

Switch and save default models by name with inline ghost text completion

When switching your underlying language model, you can now run /model <name> with a model name, slug (a short identifier), or label to switch and save it as your default in one step. While you type, the rest of the first matching name appears as ghost text (a faint inline preview of the suggested completion). Running /model by itself still opens the interactive picker, and typing an unrecognized name prints the full list of valid choices.

FEATURE

The /effort prompt dynamically completes what you type instead of showing a static placeholder

When adjusting reasoning effort (the computational depth the model uses before answering), the command hint is now much more responsive. After typing /effort, the inline completion dynamically fills in based on the characters you have actually typed, adapting seamlessly as you type each letter. Previously, the prompt strictly displayed the static [low|medium|high] placeholder regardless of what you entered.

FEATURE

Artifact handling coalesces filesystem event bursts into a single rescan

Handling artifacts (code or document files generated during conversations) is now much faster in workflows that output multiple files. Previously, when a burst of files was created in quick succession, repeated filesystem events triggered multiple redundant rescans; the system now coalesces bursts of filesystem events into a single efficient rescan.

BUGFIX

Selectable reasoning effort enabled for Gemini 3.1 Pro and 3.5 Flash with Gemini API keys

When authenticating with a Gemini API key (a private key granting access to model services), model configuration is now fully unlocked. Previously, when using Gemini 3.1 Pro and Gemini 3.5 Flash with an API key, selecting reasoning effort (the computational depth used to think before answering) was broken; this has been fixed so you can freely adjust reasoning depth to match the complexity of your task.

BUGFIX

Idle tasks and subagent panels stop redrawing continuously, reducing CPU usage

When keeping the tasks panel or a subagent (a helper agent assigned to a subtask) detail panel open with nothing running, the user interface used to redraw continuously. This bug held CPU usage near 32% even while completely idle; the redraw loop has been fixed so the process now settles at roughly 10% CPU.

BUGFIX

Subagent elapsed timers no longer freeze when the parent agent is waiting

When monitoring background jobs, on-screen timers now reflect progress accurately. Previously, when a subagent (an auxiliary agent executing a separate task) was running, its elapsed timer on screen would freeze whenever the parent agent was waiting; the timing loop has now been decoupled so the running subagent's timer continues ticking smoothly regardless of the parent agent's state.

BUGFIX

HTTP 502 Bad Gateway errors from model endpoints are automatically retried

Transient network hiccups from AI servers no longer derail your ongoing workflow. Previously, receiving an HTTP 502 error (Bad Gateway, a temporary server connection failure) from the model endpoint immediately terminated the entire run; the client now recognizes these errors as temporary outages and retries the request automatically.

BUGFIX

Self subagents properly inherit parent configurations and preserve autonomous mode

When spawning a self subagent from a session that lacks explicit agent configuration records, the new subagent now faithfully inherits its parent's setup. Previously, such subagents would re-resolve their settings from scratch and drift from the parent agent; most noticeably, they would run interactively and prompt for input even when the parent was running in autonomous mode (a hands-off mode executing tasks without manual confirmation). The inheritance behavior has been corrected to keep subagents fully aligned with their parent.

BUGFIX

Windows file deletions retry with backoff to prevent sharing violations

Deleting files on Windows no longer fails immediately when another program temporarily holds the file open. Previously, attempting to delete a file that was still opened by another process would trigger a sharing violation error (a conflict where a file is locked by an active process) and immediately abort the action. The delete operation now automatically retries with backoff for about a second before reporting a failure, smoothly handling transient file locks.

BUGFIX

Headless daemon removes unsupported browser URL from startup logs

Startup logs for the headless daemon (a background process running without a graphical terminal interface) are now much cleaner. Previously, the daemon's startup banner printed Open in your browser: http://localhost:<port>, which was never a supported connection method; when managed by a service manager, this spurious line cluttered logs on every single restart. The misleading line has been removed to keep background logs focused and accurate.

BUGFIX

The migrate-workflows skill supports Windows paths and home directories

Migrating workflows on Windows now handles paths smoothly without cross-platform errors. The built-in migrate-workflows skill (a specialized tool package extending agent capabilities) previously suffered from compatibility issues. It assumed POSIX (Unix-like operating system standards) home directories and forward slash path separators, breaking path resolution on Windows. It now resolves and reports file paths using the appropriate Windows directory format.

原始 CHANGELOG

Original changelog模型切換支援直接指定名稱,輸入即時提示並自動設為預設
Added a `/model <name>` argument that switches to a model by name, slug or label and saves it as your default in one step, with the rest of the first matching name offered as ghost text while you type; `/model` on its own still opens the picker, and an unrecognized name prints the valid ones.
Original changelog思考強度指令提示升級,依輸入即時動態補全
Improved the `/effort` hint so it completes what you have actually typed instead of always showing a fixed `[low|medium|high]` placeholder.
Original changelog批次產檔合併單次掃描,大幅減少重複檢查開銷
Improved artifact handling in conversations that produce many files by coalescing bursts of filesystem events into a single rescan.
Original changelog自備金鑰支援調整思考深度,解鎖專業模型推演選項
Fixed selectable reasoning effort for Gemini 3.1 Pro and Gemini 3.5 Flash when you authenticate with a Gemini API key.
Original changelog修復面板閒置持續重繪,處理器佔用大幅降低
Fixed the interface redrawing continuously while the tasks panel or a subagent detail panel was open with nothing running, which held process CPU near 32% instead of the roughly 10% it now settles at.
Original changelog主代理等待不影響背景任務,子代理計時器持續正常跳動
Fixed a running subagent's elapsed timer freezing on screen whenever the parent agent was itself waiting.
Original changelog模型端點通訊異常自動重試,遇短暫斷線不中斷任務
Fixed an HTTP 502 from the model endpoint ending the whole run instead of being retried, so a transient bad gateway is now treated as the temporary outage it is.
Original changelog自我衍生子代理完整繼承設定,自主模式不再意外切回互動
Fixed a `self` subagent launched from a conversation with no recorded agent configuration re-resolving its setup from scratch and drifting from its parent, most visibly by running interactively when the parent was in autonomous mode.
Original changelogWindows 刪除檔案支援退避重試,化解程式佔用衝突
Fixed file deletions failing on Windows with a sharing violation while another process still held the file open, which is now retried with backoff for about a second before reporting failure.
Original changelog無頭常駐行程日誌淨化,移除誤導性網頁連結提示
Fixed headless daemon printing an `Open in your browser: http://localhost:<port>` line in its startup banner, which was never a supported way to connect and, under a service manager, was written to the log on every restart.
Original changelog工作流程移轉技能相容 Windows,路徑解析與回報精準無誤
Fixed the built-in `migrate-workflows` skill assuming POSIX home directories and path separators, so it now resolves and reports paths correctly on Windows.