Guide

Capabilities are provided by apps, every call goes through a permission decision, and the other functions evolve autonomously in use.

Getting started

The desktop login window: the mark, the title “Sign in to CLAgent”, a line “Sign in to get started.”, the button “Log in in the browser”; once pressed, the button turns into a shimmering “Waiting for the browser”, and “Cancel” appears below.
Settings · Advanced · Model: the custom model switch is on, the model endpoint is set to https://api.your-provider.com/v1, the API Key is masked as dots, the model name is gpt-5.2; after pressing “Check connection” the readout line becomes “Available, Context window 400K, detected from the model”.
Marketplace: the left column holds Discover and the categories, All 27, Communication 6, Documents 4, Productivity 4, Lifestyle 1, Developer 5, Web 1, System 6; opening “WeCom” under Communication, the tools column lists matching WeCom contacts, sending WeCom messages, generating WeCom links and tracking broadcast progress; pressing “Install” asks in place “Install ‘WeCom’?”, and once installed the actions change to “Manage” and “Uninstall”.
Launchpad lists four tiles, Drawing, Connect your phone, Tencent Meeting and Office documents, with “Marketplace” below; pressing “Connect your phone” replaces the right column with the app's own page, titled “Connect your phone”, holding three rows, WeChat, Feishu and WeCom, each marked “Not connected” with a “Connect” button.

Projects and sessions

The plus at the right end of the “Projects” row in the sidebar; the “New project” dialog that opens holds a name row with the placeholder “My project”, a row “Add folder”, and “Cancel” and “Create” below; after typing “Field research” and creating it, the project appears in the sidebar and becomes the current project, and the title bar takes its name.
Typing “Compile last week's visit records into minutes and save them as notes/summary.md” and sending it; the timeline shows in turn “List directory notes/”, “Read notes/0818-interview.md”, “Read notes/0819-site.md”, “Write file notes/summary.md”, and finally an answer lands.
The approval bar right above the input box, titled “New task”, quoting the task text “Every Monday at 09:00, summarize the visit records newly added under notes/ last week into one page of minutes…”, with the key row “Allow once”, “This session”, “Deny”, and “Edit” at the right end; once approved the call goes through, and the answer states that the task has been created and runs every Monday at 09:00.

Autonomous updates

The “Autonomous updates” card on the right side of the window, with “Got it” and a close control at the top; the two unread rows are “Document OCR, deskew before recognition, and table rules in scans no longer break” and “Drawing, the padding for axis labels is counted into the frame, and long labels no longer overlap the lines”; the “Activity” band below also holds “Office documents, when a long table is paginated the header row is carried to the next page” and “Created, Field notes”.
The first-screen title “What ability would you like to add?” and three opening phrases; after typing “Turn the process I use to compile visit records into an app: naming rules, section order, and keep the original line numbers” and sending it, an approval bar for “New app” rises above the input box, quoting this app's id; once approved, the answer states that “Field notes” has been installed, with one tool and a doc on writing discipline.