🚀 HugAgentOS Desktop 1.0.1

🚀 HugAgentOS Desktop 1.0.1

The first update since the 1.0.0 milestone. It delivers the personal evolution controls that 1.0.0 listed as coming next, gives agents working in group chats the ability to actually see the group, and governs what the long-term memory is allowed to keep.

🔖 Build note: artifact names now carry the product version directly (1.0.1). The 1.0.0 release retained the internal build number 0.2.9 in its file names; from this release on, the two are the same. Existing installations update in place through the built-in updater.

✨ Highlights

🧬 Personal evolution

The 1.0.0 release noted that personal-evolution controls were planned for the next version. They are here.

• Decide which mechanisms are allowed to run for your account: memory growth (settling facts and preferences into long-term memory), skill consolidation (turning recurring approaches into reusable skills), and orchestration correction (adjusting step order and process strategy).
• Review capability candidates that were derived from your own work, and approve them individually before they become active for you.
• See which of your conversations contributed to a capability, and inspect what was settled for any single turn.
• Optionally validate consolidation against a domain ontology, either across all ontologies or a chosen package — evolution still works normally without one.
• Run an evolution cycle on demand instead of waiting for the scheduled one, and turn the whole thing off in one switch.
• Skills are compiled from layered evidence with graph-memory support, promotion of tool-sequence skills is gated on genuine procedural commonality, and only candidates that can actually be carried out are offered for approval.

🧠 Governed long-term memory

• Writes to vector memory are now deduplicated, given tiered retention, and passed through a write gate, so long-lived memory accumulates what matters rather than everything said.
• Local long-term memory works as soon as the models are configured, with no extra setup.

💬 Group chat that sees the group

An agent added to a Feishu or DingTalk group could previously see only messages that @-mentioned it, plus its own replies — everything else the group said, and every file it shared, was invisible.

• Group listening (opt-in, per bot). Messages that do not address the bot are recorded as background context and never replied to, then folded into the next mention so the agent answers with the conversation in view. Off by default, with the privacy implication stated next to the switch.
• Group history is pulled deterministically by code, on every mention, rather than depending on the agent to ask for it. Pulls are incremental from a cursor; only the first reaches back over a 7-day cold-start window, and it takes the newest end of that window rather than week-old chatter. Every pull is bounded by message count, character budget, and a hard timeout, and stops being attempted after repeated failures.
• Files and documents are fetched on demand. Files seen in a group are recorded by handle rather than downloaded, and retrieved individually when the agent decides one matters. DingTalk attachments are supported for the first time, along with files shared through DingTalk Drive and online documents shared as link cards.
• Failures say what actually happened. When a platform refuses for a specific reason, that reason reaches you verbatim instead of being flattened into a generic download failure — a cross-organization refusal reads nothing like an expiry and cannot be fixed by retrying.

Group listening and history pulling depend on permissions granted in the Feishu or DingTalk admin console, and the DingTalk pull path additionally needs a connected DingTalk account. With neither configured, group behaviour is unchanged: the bot answers when mentioned, exactly as in 1.0.0.

⏰ Scheduled tasks deliver the whole result

Scheduled reports pushed to a chat channel were cut to 500 characters before being stored, so every delivered report stopped after its opening paragraph with nothing marking it as truncated. The complete result is now stored and delivered; truncation happens only where results are displayed, with consistent limits across the run history, notification cards, and model context.

🧭 Interface

• The sidebar was reworked: capabilities collapse into a nested capability center, scheduled tasks and sites get dedicated entries, and the knowledge base moved into My Space. The layout remains configurable.
• Files can be dragged straight into the chat composer to upload.
• The desktop client now defaults to Local mode during first-run setup.
• Fixed IME composition being lost in an empty composer, and loop status appearing in the project composer.

🛠️ Reliability

• Hardened guardrails for long-running tasks, including model watchdogs, iteration budgets that force an orderly finish, and sandbox keep-alive.
• The plan bar now finalizes when a run completes, instead of leaving steps visibly unfinished.
• Channel replies no longer leak inline <think> reasoning to DingTalk, Feishu, or WeChat, and channel-bound agents no longer end a turn without replying in some terminal states.
• Fixed the capability health view failing outright whenever a built-in skill was found never to have been opened.
• Registered the MCP marketplace routes in the Community Edition.

📦 Downloads

Platform	Package	SHA-256
Windows x64	HugAgentOS_1.0.1_x64-setup.exe	46446cea7d06b9c3820ac2e3d595724fb505c9401c136c98127ecf16ca2a0354
macOS Apple Silicon	HugAgentOS_1.0.1_aarch64.dmg	e151f1ad89e9d78960cbd347fcd209297351080d834ef78bb8bcacec768efb0c
macOS Intel	HugAgentOS_1.0.1_x64.dmg	15006f9633855919d35c0ae5913e59507df45700327f8edd9440dd8215a68d82
Linux x86_64	HugAgentOS_1.0.1_amd64.AppImage	4bd0b702e407d700a49154b30d50378321fb5f4d52bcb2ccca3d7dbc973f4eec
Debian / Ubuntu x86_64	HugAgentOS_1.0.1_amd64.deb	0ac704292acef6863bb16e1f4639077e17e72aff096aab3be253d05d3a541a47

The .sig files, macOS .app.tar.gz archives, and latest.json are updater artifacts and are not needed for a normal first-time installation. Linux automatic updates use the AppImage package; users of the .deb package should install future versions manually.

🚀 Upgrading from 1.0.0

Open the built-in update checker and install the signed update; user data is preserved. A fresh installation follows the same steps as 1.0.0 — download the installer for your operating system, then choose Local, Cloud, or Dual mode during first-run setup.

🍎 macOS installation note

The macOS packages in this release are ad-hoc signed but not Apple-notarized. On first launch, macOS may block the application because it cannot verify the developer. Open System Settings → Privacy & Security, find the HugAgentOS notice, and choose Open Anyway. Download packages only from this official repository.

❤️ Thank you for using HugAgentOS. Bug reports, feature requests, and community contributions are welcome through GitHub Issues.

HugAgentOS Desktop 0.2.14

Download the installer for your platform below. See the docs for setup.

🚀 HugAgentOS Desktop 1.0.0

🚀 HugAgentOS Desktop 1.0.0

We are excited to introduce the first stable public desktop release of HugAgentOS: a cross-platform AI agent workspace that can run fully on your computer, connect to a team deployment, or combine cloud identity with a local execution environment.

This release brings the complete HugAgentOS Community Edition experience to Windows, macOS, and Linux, with an offline local runtime, project-based workspaces, governed tool integrations, and a native desktop experience.

🔖 Build note: the signed desktop artifacts retain the internal build number 0.2.9. This GitHub release marks the public 1.0.0 product milestone while preserving the existing artifact names, signatures, and updater metadata.

✨ Highlights

🧭 Run HugAgentOS your way

• Local mode: run the Community Edition entirely on your computer. The installer includes a private Python 3.11 runtime and the local service payload, so no system Python, Docker, PostgreSQL, Redis, compiler, or dependency download is required.
• Cloud mode: connect the desktop client to an existing HugAgentOS team deployment and keep data and execution on that server.
• Dual mode: sign in with your cloud identity while routing selected chats, projects, sites, and execution tasks to a local execution plane.
• Choose the preferred mode during first-run setup and change the server configuration later from the desktop menu.

🧠 A complete agent workspace

• Stream multi-turn conversations with persistent history, file context, citations, feedback, and resumable runs.
• Organize work with Projects and MySpace, including local folders, generated artifacts, and project-level instructions.
• Use Plan Mode with an in-conversation plan tracker, explicit approval, progress reporting, and provider-aware reasoning controls.
• Analyze uploaded files and create practical outputs such as documents, spreadsheets, presentations, PDFs, charts, and web artifacts.
• Use built-in explorer, reviewer, and worker sub-agents for multi-step work.
• Run local tasks with folder grants, human approval for sensitive commands, snapshots, and rollback safeguards.

🔌 Secure MCP marketplace

• Discover curated MCP providers and community submissions from the capability center.
• Install integrations with per-user credentials and OAuth support.
• Protect secrets with encrypted storage and isolate installer credentials from publishers.
• Block unsafe private or reserved network targets through SSRF-aware URL validation.
• Surface tool risk before installation and stop integrations when a reviewed tool definition changes unexpectedly.
• Support authenticated remote MCP servers through custom HTTP headers.

🖥️ Native desktop experience

• Use the system tray to open a new conversation, check for updates, or keep HugAgentOS available in the background.
• Open Quick Ask from anywhere with Ctrl+Shift+Space.
• Receive native notifications when background automation finishes.
• Install signed application updates from the built-in update checker.
• Use platform-appropriate menus, title bars, close behavior, and display scaling.
• Sign in through the system browser with a short-lived handoff ticket; the long-lived session token is never placed in the callback URL.

🛠️ Model, search, and reliability improvements

• Added OpenAI Codex reasoning-provider support and more reliable streaming provider checks.
• Added LangSearch as an internet-search provider.
• Improved server-side attachment parsing and bounded previews for large files.
• Fixed Plan Mode progress duplication, title generation, and chat-context state interactions.
• Hardened Windows bootstrap, dependency locking, installer lifecycle, and local-runtime startup.
• Improved macOS workspace paths, local shell startup, proxy handling, data placement, native title bars, and Retina/HiDPI scaling.
• Added atomic local-runtime upgrades, health checks, data backups, and automatic rollback when activation fails.

📦 Downloads

Platform	Package	SHA-256
Windows x64	HugAgentOS_0.2.9_x64-setup.exe	1c0487580aaa99a39838a6d4a52d2ebb2164f73e0eecf9a51d2af1d91d9434d2
macOS Apple Silicon	HugAgentOS_0.2.9_aarch64.dmg	4ed54acb5ee2ddaacccf15b2776c61c789a5151d9c4118b76a7cc9c04f0854b3
macOS Intel	HugAgentOS_0.2.9_x64.dmg	929b2dae01c785541d0a3a1a6dbc77a7a62e4d69bbde25adfc74a6b9698520af
Linux x86_64	HugAgentOS_0.2.9_amd64.AppImage	ecf8d82b010b360a52d73cef3a0fb21440568b0e2f3c04e796d6f0043ba0c914
Debian / Ubuntu x86_64	HugAgentOS_0.2.9_amd64.deb	e1b8bd6ee18c6990bb022b106965ad7f1ca5d835a6421dae55dada173d6a6c3d

The .sig files, macOS .app.tar.gz archives, and latest.json are updater artifacts and are not needed for a normal first-time installation. Linux automatic updates use the AppImage package; users of the .deb package should install future versions manually.

🚀 Getting started

1. Download the installer for your operating system from the assets below.
2. Launch HugAgentOS and choose Local, Cloud, or Dual mode.
3. For Local or Dual mode, allow the bundled local environment to initialize and pass its health check.
4. For Cloud or Dual mode, enter your HugAgentOS server address and complete sign-in in the system browser.

Local mode stores application data on your computer. Updates replace application and service code while preserving user data; the desktop client also keeps recovery backups during local-service upgrades.

🍎 macOS installation note

The macOS packages in this release are ad-hoc signed but not Apple-notarized. On first launch, macOS may block the application because it cannot verify the developer. Open System Settings → Privacy & Security, find the HugAgentOS notice, and choose Open Anyway. Download packages only from this official repository.

🔭 Coming next: Evolution Console

The Evolution Console and its related personal-evolution controls are not included in this release. They are planned for the next version, together with further updates to review, approval, visibility, and control over how HugAgentOS learns from successful work.

❤️ Thank you for trying HugAgentOS 1.0.0. Bug reports, feature requests, and community contributions are welcome through GitHub Issues.

HugAgentOS Desktop 0.2.10

Download the installer for your platform below. See the docs for setup.