Update the desktop version, approved bilingual release notes, and synchronized English and Chinese feature matrices for the 0.12.0 candidate.
Release preparation now runs local tests, type checks, and lint without a local production build, then requires the main-branch CI build before tagging. The package matrix uses a native Windows arm64 runner and validates managed Python on every target without adding extra license files to the desktop package.
GoodBuddy can now provide managed Node.js and on-demand Python to local Skills and stdio MCP servers, or validate an explicitly selected custom interpreter. The Capabilities and tools settings page exposes source selection, diagnostics, installation progress, cancellation, and removal while new processes receive immutable PATH snapshots.
Application settings migrate to v10. Local terminal and remote Host environments remain unchanged. Windows x64 native-source Node and Python paths are validated; OSS mirror publication, redistributed license resources, and the remaining native platform probes are recorded as release blockers.
Release note: 新增工具执行环境，可为本机 Skills 和 stdio MCP 使用 GoodBuddy 托管的 Node.js、按需安装的 Python，或经过验证的自定义解释器。
Direct model conversations can now execute bounded platform-native processes and delegate one level of programming work without duplicating tools in Agent Runtimes. Process and Subagent activity follows existing workspace, mode, approval, cancellation, and lifecycle boundaries, with chat attribution and complete feature documentation.
Remove the static Renderer bundle baseline gate and its build-only manifests; production builds continue to compile all processes and verify the control-plane installer. Also include the pending documentation link normalization.
Release note: 直连模型现在可在 Execute 模式运行本机命令，并可委派编程 Subagent 完成修改、测试和复核；构建流程不再因静态 Renderer 包体基线阻塞。
electron-builder listed shared, successfully resolved production dependencies as duplicate references during every package build. All desktop packaging entry points now lower only that non-actionable summary to debug while unresolved reference failures remain visible.
Move Renderer-bundled AntV G6 to development dependencies so its transitive graph is not copied into desktop packages.
Release note: 桌面打包不再显示无需处理的重复依赖引用摘要，也不再把已由 Renderer 打包的 AntV G6 依赖树重复复制到安装包中。
Managed SSH prompts previously depended on Desktop-owned provider and transcript state, so accepted work could stop or become uncertain when the Desktop, network, or power disappeared. The Agent now owns accepted OpenCode prompt execution, model and tool rounds, cancellation, and the durable semantic transcript, while Desktop remains authoritative for permanent projects, conversations, tasks, and messages.
Recovered work attaches to the original conversation without replay. The project switcher also groups managed SSH projects by saved Host and shows live Agent connectivity beside each group without opening a connection merely to read status. Remote project subtitles now show only the path, and the Agent lock advances to 0.11.14 with Runtime ACP v4.
Release note: 托管 SSH 任务在桌面端、网络或电源中断后可继续在主机上运行，并能回到原会话精确恢复；项目菜单现按主机分组并显示实时连接状态。
Published Host updates could fail while the desktop reverified Runtime against
its bundled lock and repeatedly traversed remote payloads. Host preparation now
verifies and extracts once, adopts Agent and Runtime on one pinned connection,
and uses registered metadata for normal health, capability, and prompt paths.
Interrupted commits and adoption retain bounded recovery and rollback state.
Desktop and Agent versions are 0.11.8. Remote Projects remain a technical
preview; the Agent targets Linux x64 and arm64, with no LoongArch preview.
Release note: 修复正式环境 Host 更新失败并移除重复远端包体扫描；中断恢复与清理失败不再破坏已健康环境。
Managed SSH project selection repeatedly activated the remote Host and could
leave idle ACP bindings rejected as stale-controller after a controller
generation change. Host environment updates also coupled project state to
component installation evidence and presented a crowded control surface.
Project selection is now local-only, one Host connection serves compatible
project and conversation callers, idle bindings are safely replaced only
after proven controller takeover, and active prompts keep exact resume/replay.
Remote environment setup now uses explicit signed compound package
preparation with bounded transfer, rollback, recovery, and clearer settings.
Managed Hosts must be updated to separately distributed Agent 0.11.6 before
the daemon-side controller recovery fix takes effect. Desktop packages do not
embed the Agent or remote Runtime, and existing project data is preserved.
Release note: 托管 SSH 项目切换不再重复连接，同一 Host 可顺畅承载多个项目和对话；同时修复重连后的 stale-controller，并优化远程环境安装、更新与状态布局。
Generate SHA256SUMS from inside the timestamped artifact directory so it records only the DEB filename and remains verifiable after copying the preview output elsewhere.
Legacy key-only environment deployments retain their historical model endpoint, name, and protocol while generic model variables continue to take precedence. Agent inventory scanning now overlaps the signed catalog check instead of waiting for the network first.
The separate LoongArch preview builder derives node-pty from the candidate lockfile and verifies the installed version before cross-compiling it, preventing stale preview-only pins.
Valid Agent packages could be rejected when packaged trusted-key JSON used CRLF, and Settings could not show whether a newer compatible Agent existed. Registry formatting is now parsed independently of cryptographic trust, and Settings reads only the signed catalog to report local and latest versions.
New installations use a credential-free local Ollama-compatible profile. The v20 migration changes only untouched historical defaults, while explicit profiles and legacy environment aliases remain compatible. Magic Notes count badges no longer shift navigation rows.
Release note: 修复 Agent 下载兼容性并在设置中显示更新状态；新安装默认连接本地模型，保留显式用户配置；魔法笔记待办数字不再改变侧栏菜单高度。
The unpublished 0.11.3 candidate could not validate the DeepSeek Harness node-pty prebuilds on every native target, and catalog signing could misread large compound Agent payloads. Release packaging now verifies the rc.8 native layout and writes deterministic stored .gbagent archives with bounded central-directory, mode, CRC, SHA-256, and signature checks.
The 0.11.4 recovery also pins reviewed dependency lifecycle scripts, packages the omitted ONNX Runtime license, and carries the approved unpublished notes forward without changing the immutable failed tags or adding a LoongArch package.
Release note: 修复跨平台桌面包和大文件 Agent 包的发行校验失败，并将未发布的 0.11.3 内容顺延至 0.11.4。
The desktop runtime still pinned the rc.6 Harness family. It now uses the coherent rc.8 package set, adapts the revised image-attachment limits and error contract, and derives release checks from the lockfile. The managed SSH Agent package remains unchanged.
Release note: 内置 DeepSeek Harness 已升级至 0.1.0-rc.8，并适配新版图片附件限制；托管 SSH Agent 包不受影响。
Use one generic GoodBuddy Ed25519 identity for the Agent bundle, bundled Runtime, outer package, and signed catalog while preserving each layer's existing signature domain.
Rename the production Environment contract to GOODBUDDY_SIGNING_*, register the matching production public key, and keep desktop and branch CI workflows isolated from the private key.
The native Linux CI builder completed both deterministic package assemblies but read an obsolete nested return field while producing its result JSON. It now reports the archive name from the actual assembleAgentPackage result and guards that shape in workflow tests.
Linux .gbagent extraction inherited permissive directory modes, so compound packages failed secure Runtime verification on POSIX runners. Package roots and nested bundle directories now use private modes.
The production workflow now uses one GoodBuddy Agent signing identity for the Agent, bundled Runtime, outer package, and catalog. The unpublished 0.11.2 candidate is carried forward as desktop and Agent 0.11.3 without a LoongArch preview.
Release note: 修复 Linux 上 Agent 包解压后无法通过权限验证的问题，并将复合包各层统一为一组 GoodBuddy Agent 发布密钥。
GoodBuddy can now be cross-packaged as an isolated Debian loong64 preview with verified Electron, node-pty, and Koffi binaries. The preview remains separate from the standard release matrix and excludes Agent, Remote Runtime, OpenCode, and native Canvas until those dependencies support LoongArch.
The Chinese website identifies GoodBuddy as the first open-source desktop AI assistant with LoongArch support while clearly labeling the independently built package as a preview.
Release note: 新增龙芯 LoongArch 独立编译预览版，并提供完整构建文档；当前预览版不包含 Agent、Remote Runtime、OpenCode 和原生 Canvas。
Managed SSH previously tied remote Agent and Runtime artifacts to desktop
packaging and Host activation. Settings now manages verified Linux x64 and
arm64 .gbagent packages explicitly, with source-aligned download and update
plus offline import and export. Each package contains the signed Agent, pinned
Node, and compatible OpenCode Runtime, and project activation never downloads
one automatically.
Dedicated native CI and a protected release workflow publish deterministic,
signed cumulative catalogs to GitHub and Beijing OSS without replacing the
desktop Latest release. Desktop packaging is metadata-only, remains independent
of Agent artifacts and signing credentials, and Linux desktop releases add RPM
installers.
The managed SSH path also keeps model credentials in Main, enforces Ask as
read-only, verifies signed Agent and Runtime inputs, preserves ACP recovery, and
reports Host update cancellation and failures accurately.
Release note: 远程项目现可在“设置”中手动下载、更新或离线导入签名 Agent 包，桌面安装包与远程组件发布相互独立；Linux 桌面版同时新增 RPM 安装包。
Add managed SSH Hosts and projects with signed side-by-side GoodBuddy Agent and OpenCode Runtime installation, Ask and Execute workspace access, a Main-owned model bridge, detached Agent lifecycle, durable ACP output recovery, and project activation UI.
Use protocol v2 with bounded FIFO frames over SSH instead of custom credit, priority, batching, or model-message chunking. Mismatched Host Agents now upgrade automatically, an exactly verified Node runtime is reused on-host, and local Portable builds can embed strictly verified Agent artifacts.
Release note: 新增托管 SSH 远程项目，可自动安装或升级签名 Agent/OpenCode Runtime，并在 SSH 断线后继续 Agent 工作和同步未确认输出。
GoodBuddy previously required an external OpenAI-compatible endpoint for vector retrieval. It can now install, verify, import, remove, and run the built-in Granite multilingual embedding model in an isolated local inference process, while retaining custom embedding connections and migrating existing settings.
The model connection UI now manages built-in and custom vector connections consistently, reports the actual retrieval path, preserves credentials across failed saves, and renders the vector tab synchronously. Related settings copy, switch styling, metadata typography, and renderer bundle guardrails are aligned with the resulting workflow.
Release note: 新增可管理的内置 Granite 多语言向量模型，支持本地下载、离线导入、连接切换与诊断；同时优化向量设置及相关界面的文案、开关和状态显示。
Prepare the approved bilingual 0.11.0 release metadata and synchronize package versions. macOS packaging now signs and notarizes when all Apple credentials are available, emits unsigned packages when none are configured, and rejects partial credential sets so the six-platform release can proceed without silently misrepresenting signing status.
Address reliability and consistency gaps across Agent Runtimes, persistence, settings, Knowledge, Magic Notes, Smart Heartbeat, and the download site. Runtime processes now have bounded lifecycle cleanup and atomic configuration rollback, while model packages and persisted mutations recover safely.
Add a configurable global shortcut, protect unsaved work, improve modal and keyboard behavior, localize the built-in project without rewriting stored data, and lazy-load heavy renderer routes under enforced bundle budgets. Align project forms and disabled controls with shared typography and interaction states, and strengthen website release metadata validation and navigation accessibility.
Release note: 修复 Runtime、设置、知识库、魔法笔记与智能心跳中的可靠性和交互一致性问题；新增可配置全局快捷键，改进无障碍与加载性能，并强化官网下载校验。
The v0.10.3 release index was generated, but the pinned upload client rejected object uploads because V4 signing did not receive a region. The application and website also addressed the Beijing bucket through the previous Hangzhou endpoint.
Derive and pass the endpoint region to every upload, pin workflow configuration to the trusted production bucket, and align application and website URL validation with its actual endpoint. Advance recovery metadata to 0.10.4 and remove the unpublished 0.10.3 note.
Release note: 0.10.4 carries forward the approved mirror-node and conversation timestamp improvements from the unpublished candidates.
The v0.10.2 native packages completed, but the publication job rejected the valid --base-url option before any GitHub Release or mirror assets were published. Normalize CLI option names and cover the exact workflow arguments with a regression test.
Advance recovery metadata to 0.10.3 and move the approved user-facing notes forward, removing the unpublished 0.10.2 note to avoid a duplicate first-open display.
Release note: 0.10.3 carries forward the approved mirror-node and conversation timestamp improvements from the unpublished 0.10.2 candidate.
Version checks and downloads previously depended on GitHub Release. About & Updates now offers GitHub or a validated mirror source, keeps the selector beneath the startup-check switch, and disables it when startup checks are off.
The website resolves platform downloads from a bounded OSS release index with a GitHub fallback. Tagged releases publish and verify immutable OSS assets through OIDC before switching the latest-version index; deployment requires the configured Alibaba Cloud environment variables and role.
Release note: “关于与更新”新增 GitHub 与镜像节点选择，启动检查、手动检查和下载页使用同一可信来源；官网下载也可按系统、架构和安装包类型直接选择。
DeepSeek Harness previously treated every selected model as text-only. It now carries the model profile's image capability through Main, the Utility Host, ACP, and Pi-AI, rejects unsupported images before model invocation, and validates supported JPEG/PNG data in a bounded process-local attachment store.
The Composer keeps universal controls on its first row, places OpenCode and Continue controls on a dedicated responsive row, and anchors context compaction without shifting the footer. Runtime supervision ownership for future Subagents and Jobs is documented for the right sidebar.
Release note: DeepSeek Harness 现可按所选模型连接的能力安全接收 JPEG/PNG 图片；Composer 同时将 Runtime 专属选择器移到独立一行，并固定上下文压缩入口。
GoodBuddy could share Skills across runtimes, but custom MCP remained limited and DeepSeek Harness could not manage third-party extensions. The app now provides a default-off DSH npm marketplace with managed installation, configuration, failure isolation, and packaged npm support, while assigned custom MCP is available to managed OpenCode, Continue Agent, and DeepSeek Harness in Execute.
Third-party DSH install scripts, initialization, and tools run with the current user's permissions. Ask remains read-only at dispatch, and turning off the marketplace hides management without disabling installed plugins.
Release note: 新增默认关闭的 DSH 插件市场，并让自定义 MCP 可分配给 OpenCode、Continue 和 DeepSeek Harness；安装第三方插件前会明确提示当前用户权限边界。
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