检查 Superset 的使用情况,找出适合当前工作方式但尚未使用的功能,给出建议并介绍选项;用户选定后,可协助设置定时运行、并行工作区或共享任务等功能。
- 查找尚未使用的 Superset 功能
- 设置定时运行的智能体
- 在多个工作区并行处理任务
为项目配置 Paradev 云环境:梳理仓库依赖,设置经用户确认的环境变量,启动工作区并保存检查点,最后检查新工作区能否按配置启动。
Set up a Paradev (formerly Superset) cloud environment end to end from this machine - work out what the repositories need, set the environment's variables, boot a cloud box on it, get the project running there, and save checkpoints until new cloud workspaces start ready. Use when the user asks to set up, onboard, or finish a cloud environment, or when a setup session hands you an environment ID.
实测评分 未实测
查看安装方法本技能会根据项目仓库配置 Paradev 云环境。它会查看 README、依赖定义、CI 设置和环境变量示例,梳理所需工具与服务;询问缺失的值,只设置用户确认过的环境变量。随后启动云工作区、安装依赖,并检查构建或开发服务器是否能运行。每完成一个有效步骤,就保存检查点,并将设置写入 .superset/config.toml。最后还会创建一个全新的工作区,检查其初始设置和终端是否正常启动。
适合为项目新建云环境、接手并继续已有配置,或准备团队使用的环境。如果希望新工作区启动后就能开始开发,也可以使用本技能。
需要登录 Paradev 并安装 superset CLI。云工作区运行 Linux,因此无法支持必须使用 macOS、Xcode、iOS 模拟器或 Safari 的项目。读取 .env* 文件前必须获得用户许可。保存检查点时,云工作区会短暂停止,正在运行的任务也会中断。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 根据 SKILL.md 的内容检查了需要注意的操作和使用前提。评分只依据实际运行的结果(实测对比)。
不计入评分。 由 AI(OpenAI Codex)于 2026年10月30日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
Goal: a cloud environment that new cloud workspaces boot straight into, with dependencies installed, variables set, and services starting on boot. You run on the user's machine with their Paradev login. You build the environment by driving a cloud box from here.
Terms you will use with the user:
superset environments replace saves one. Only the latest checkpoint is kept.Do not install or upgrade these:
gh, and Docker with Compose. They come with the image, and a checkpoint keeps the versions it was saved with.superset CLI. Every boot updates them to the platform's current release, so a checkpoint does not freeze their versions.There is no macOS: no Xcode, iOS simulator or Safari. If the project needs one, tell the user. Install only what the project needs, and do it through .superset/config.toml so a fresh checkout repeats it.
If you were given an environment ID, run superset environments list --json and confirm it exists. Otherwise, look there for a personal environment on the same repositories from an earlier session and offer to continue it. Create one only if there is none:
superset environments create --name <name> --repo <owner/name> [--repo ...] --scope personal
A new environment is named after its primary repository until you rename it in step 5.
Read each repository before asking anything. Use the local clone when there is one (superset projects list), otherwise the GitHub API. Check:
.env.example and the repository's .superset/ folder: config.toml, or the old config.json;Then ask only what you could not infer: missing secret values and extra repositories.
The repository list cannot change after the first checkpoint. Confirm it with the user before step 4, and fix it with superset environments update while you still can.
Ask the user before you read any local .env* file, and name the files you would read. Only with a yes, read them and list the keys you would set, never the values, and set only the keys the user confirms:
printf %s "$VALUE" | superset environments secrets set --environment <environment-id> KEY
superset environments secrets set --environment <environment-id> --env-file path/to/.env
Use --env-file only when the user confirms every key in that file. If the user says no, ask for each value the code needs instead.
Never pass a value with --body: it ends up in the process list and the shell history. Reserved keys (SUPERSET_*, HOST_SERVICE_*, PATH, HOME, PORT and similar) and agent credentials are skipped; tell the user if one they need is skipped. For each value you could not find, say which variable is missing and where the code reads it, then carry on without it.
superset workspaces create --environment <environment-id> --name "Set up <name>"
The command returns while the box is still starting. Poll superset workspaces get <workspace-id> --json until status is ready. Then work inside the box through terminals:
superset terminals create --workspace <workspace-id> --command "<cmd>"
superset terminals wait --workspace <workspace-id> --terminal <terminal-id> --match "<regex>"
superset terminals read --workspace <workspace-id> --terminal <terminal-id> --max-lines 200
superset terminals send --workspace <workspace-id> --terminal <terminal-id> --text "<input>"
Install toolchains and dependencies, start the services, and check that the project builds and its tests or dev server run.
Write what worked into the primary repository's .superset/config.toml, so every box repeats it. If the repository has no config.toml, or still has the old config.json, follow the superset:setup skill to write one; it converts config.json. In the cloud:
[install] runs when the environment's image is built: workspace-independent installs go there.[setup], with [setup.cloud] for cloud-only steps, runs on every boot and resume, so it must be safe to run again.[terminals.<name>] with default = true start on boot, after setup.[ports.<name>] with preview = true get a preview URL.Show the user the file and commit it on a branch. Boxes read the file from their branch, so it applies to new workspaces only once it is on the base branch.
When a meaningful step works (dependencies installed, services running, tests green), save a checkpoint. Say first that the box stops for a moment and anything running in it is interrupted:
superset environments replace <environment-id> --workspace <workspace-id> --yes
The box must be ready. It comes back with the same ID; restart services you need afterwards. Repeat after each meaningful step rather than once at the end, so a later failure loses little.
superset environments update <environment-id> --name "<name>".superset environments update <environment-id> --scope organization. Private is personal, the default..superset/config.toml change is not in a pull request yet, offer to open one, and ask before pushing.superset workspaces archive <workspace-id>.superset workspaces create --environment <environment-id> --name "<name>". Poll until it is ready, then check that setup finished and the default terminals run. If the config.toml change is not on the base branch yet, the workspace runs the base branch's config; say so rather than treating missing steps as a failure. Give the user its link: the environment URL's origin with /workspaces/<new-workspace-id>, which opens it in the desktop app..superset/config.toml does, which variables are set, and which are missing and who has to provide them. Tell the user that more workspaces start from the new-workspace screen: pick Cloud, the project, and this environment.If you stop early, say where things stand and what the next session should do first; the environment and its latest checkpoint are all it needs to continue.
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检查 Superset 的使用情况,找出适合当前工作方式但尚未使用的功能,给出建议并介绍选项;用户选定后,可协助设置定时运行、并行工作区或共享任务等功能。
把重复任务配置为 Superset 自动化,整理智能体指令、定时或事件触发条件及运行工作区。经明确确认后创建设置,检查已保存的条件,并查看首次运行结果以调整指令。
通过 Superset 工作区的浏览器查看网页、点击、输入并检查截图或控制台信息,可用于预览运行中的网页应用、检查界面操作和表单流程。
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通过 Chrome DevTools Protocol 操作正在运行的 Electron 桌面应用,复现界面问题并验证修改。按实际操作流程检查页面跳转,记录截图,并对照路由、滚动位置、焦点元素和保存状态等信息。
分析 GitHub Actions 失败日志,定位最早的有效错误,区分代码缺陷、环境问题、间歇性失败和原有故障,并对照基准分支说明失败与 PR 的关系及后续处理建议。