Baidu AI Studio

Operate AI Studio repositories through the official SDK, and website-only work (login, points, projects, Notebook, GPU, tasks) through one ego-lite task space.

When to use

Model/app creation, model/dataset upload, download or file check on AI Studio.
Login, projects, Fork, courses, contests, daily points, Notebook CPU/GPU, model-pipeline jobs, script tasks, Notebook background tasks.

浏览器到 API 的强制演进

本 skill 只要以浏览器执行远端业务动作，就必须先读并遵守浏览器到 API 强制演进。登录、验证码、2FA、纯视觉验收可保留浏览器；认证后的可接口化动作仍须抓取、复现、独立回验，并在同一任务自更新本 skill 与脚本。

Core flow

Read policies.md: API first, ego-lite before Playwright, safety.
Route the request with the table below; read the referenced file completely before acting.
Inspect the target (remote repo, live page, hardware, price, balance) before any mutation.
Act through the script or API; use the browser only for login, captcha/2FA handoff, unknown steps and final checks.
Verify business state after the action, not just the transport result.
Stop runtimes and close the task space with keep: false unless the user asks otherwise.

Hard rules

Require AISTUDIO_ACCESS_TOKEN in env; never accept or print it in argv, logs, prompts or output.
Never treat an access token as a website login credential, and never use it to bypass web login.
Never ask for, read, store, inject or replay cookies or passwords.
If ego-browser exists, use one dedicated ego-lite task space; never use Playwright while ego-lite exists.
Isolate a second account by ego-lite profile, not by task space.
Repository creation is private by default; require --public for public.
A request timeout has unknown outcome: inspect the remote account before retrying.
A 免费资源 GPU still consumes points; paid resources need explicit confirmation of the displayed cost.
Stop the runtime after the task and verify 未运行; closing the browser does not stop billing.
Require confirmation before commenting, publishing, contest registration with terms, or destructive changes.
Never mass-create, duplicate or perform activity whose main purpose is gaming points.
Daily acceptance reads today's live points panel after reload; historical state or exit=0 is not proof.

Routing table

| Task | References | Script | |---|---|---| | API-first rules, browser choice, safety | policies.md | — | | Model/app creation, model/dataset upload, download, file check | sdk.md | uv run --with aistudio-sdk python3 scripts/aistudio.py | | App code upload | sdk.md (SDK 0.3.9 transfers only model/dataset; use web/Git) | — | | Login, second account, dedicated scheduled space | browser-login.md | ego-lite task space | | Sign-in, Fork, courses, contests, daily points acceptance | points.md | ego-lite task space | | Notebook lifecycle, transfer, terminal, GPU, paid cold start | notebook.md | scripts/notebook_api.mjs, scripts/gpu_probe.py | | Model-pipeline jobs, script-task projects, Notebook background tasks | tasks.md (+ notebook.md when starting from a Notebook) | official AI Studio CLI / website session |