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
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。
Diagnose a failing GitHub Actions run — find the first real error in the logs, tell a flake apart from a genuine failure, and identify the commit that broke it. Use when checks are red on a PR, a workflow failed, the build is broken, CI is flaky, or the user asks why a run failed or whether a failure is real.
实测评分 未实测
查看安装方法此技能会调查 GitHub Actions 运行失败的原因,说明哪个作业失败、具体原因,以及是否与目标 PR 有关。它先检查最早失败的作业,再查看其中最先出现的错误,排除警告和后续错误带来的干扰。结果会归类为代码缺陷、运行环境问题、间歇性失败,或改动前就已存在的故障。
PR 检查变红、测试重跑后通过,或需要查明哪项改动导致构建失败时,可以使用此技能。它会对照基准分支的运行结果,并查看 PR 的改动,以判断两者与故障的关系。报告会列出相关文件和行号、指向失败步骤的链接,以及建议采取的下一步。
此技能使用 GitHub MCP 工具查看运行日志和 PR 信息。重跑成功本身不能证明问题已解决;间歇性失败的测试仍会继续调查。
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29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。
The goal is one sentence a human can act on: which job failed, on what, and whether it is this PR's fault. A screenshot of red checks is not a diagnosis.
List the run's jobs and take the earliest failing one. Later jobs usually fail because an earlier one did, and their logs are longer and more alarming — which is why people diagnose the wrong job.
Within that job, find the first error, not the last. Build tooling prints a summary at the end that names the last thing to fail; the first error is what actually broke.
Skip past the noise that always appears in failing logs: deprecation warnings, peer dependency notices, cache misses. None of them fail a build on their own.
Read the first error and put it in one of four buckets. They have different fixes and mixing them up wastes the most time.
| Bucket | Signal | What to do |
|---|---|---|
| Real failure | Assertion, type error, or compile error naming code this PR touched | Report the file and line |
| Environment | Network timeout, registry 5xx, disk full, runner image change | Re-run; if it persists, it is infrastructure |
| Flake | Timing, ordering, or concurrency; passes on re-run | See step 4 — do not stop at "re-run passed" |
| Pre-existing | Fails identically on the base branch | Not this PR's problem; say so explicitly |
Check pre-existing early. Fetch the most recent run on the base branch and compare the failing job. A PR blamed for a failure it inherited burns an afternoon.
For a real failure, connect the error to a diff. Get the PR's changed files and check whether the failing test or module is among them, or imports something that is.
If the failing area is untouched by the PR, the likely causes in order are: a dependency that moved, a merge with a base that already broke, or a genuine action-at-a-distance bug — which is the most interesting outcome and worth saying out loud.
A re-run that goes green proves the failure is intermittent. It does not prove the code is correct, and intermittent failures in CI are usually real race conditions that will also happen in production.
When you re-run and it passes, say that plainly, name the test, and check whether it has failed before on other PRs. A test that flakes on many PRs is a bug report about that test. Re-running until green and reporting success is how a real concurrency bug survives review.
Give the requester, in this order: the job, the first error with its file and line, the bucket from step 2, and what you recommend. Link the specific failing step, not the run — the run page makes them hunt for what you already found.
If the fix is small and obvious, say what it is. If the failure is pre-existing or infrastructural, say who needs to know, since the PR author usually cannot fix it.
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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。
依据 Stripe 官方文档和 API 参数定义实现支付、订阅、发票及 Webhook 集成,涵盖产品选择、沙盒测试和事件处理,并通过 Webhook 判断支付与订阅状态。
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。
读取真实桌面画面,识别控件并执行点击、输入、菜单选择和窗口排列,每次操作后检查结果。可用于更改设置、操作应用,以及通过已登录的系统浏览器核验完整流程。