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Category ranking· 品类排行

The best AI skills for testing & debugging做测试与调试最好用的

Write tests, run QA, hunt bugs — from unit tests to browser regression to production incidents.写测试、跑 QA、查问题:从单元测试到浏览器回归,再到线上故障排查。

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Open the matching picks in the full catalog.这些入口会带你去完整目录里看对应用途。

Editor's picks编辑精选榜单

2026-06-10 last re-ranked · 上次重排
#1Gold · 金

GStack Investigate

Editor's Choice· 编辑首选
by Garry Tan✓ verified·updated 3mo ago

No fixes until the root cause is real.

根因没坐实之前,不急着动手修。

A structured debugging skill from gstack that forces evidence gathering, hypothesis testing, and root-cause-first remediation.

结构化调试技能,会先采集证据、验证假设,再进入以根因为中心的修复。

CodexClaude CodeLocal terminalsLow risk · 低风险$codex /investigate
4.8
rating · 评分
123k
stars · 星标
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#2Silver · 银

Test Bench

Runner-up· 次选
by Anya Raghavan✓ verified·updated 3mo ago

Fill the obvious testing holes before CI embarrasses you.

在 CI 暴露问题之前,先补上明显的测试缺口。

A testing skill focused on missing coverage, flaky test isolation, and pragmatic high-signal test suggestions.

测试技能,聚焦缺失覆盖、不稳定测试隔离,以及务实而高信号的测试建议。

CodexJestVitestPlaywrightLow risk · 低风险$codex /test-bench
4.4
rating · 评分
6.1k
stars · 星标
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#3Bronze · 铜

webapp testing

Pair with #1· 推荐配套
by anthropics·updated 2mo ago

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functiona…

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
132k
stars · 星标
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#4

migrate to shoehorn

by mattpocock·updated 2mo ago

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to r…

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
69k
stars · 星标
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#5

e2e-deployment-skill

by danny-avila·updated 1mo ago

Use this deployment skill to verify shared skills load during Playwright startup.

Use this deployment skill to verify shared skills load during Playwright startup.

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
38k
stars · 星标
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#6

browser testing with devtools

by addyosmani·updated 2mo ago

Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use whe…

Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires t…

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
38k
stars · 星标
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#7

gh fix ci

by openai·updated 2mo ago

Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks an…

Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scop…

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
19k
stars · 星标
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#8

playwright

by openai·updated 2mo ago

Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshot…

Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
19k
stars · 星标
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#9

playwright interactive

by openai·updated 2mo ago

Persistent browser and Electron interaction through `js_repl` for fast iterative UI debugging.

Persistent browser and Electron interaction through `js_repl` for fast iterative UI debugging.

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
19k
stars · 星标
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#10

tdd guide

by alirezarezvani·updated 2mo ago

Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and…

Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD,…

Claude CodeCodexAutomated screen · 自动筛查$
rating · 评分
14k
stars · 星标
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Why we didn't pick these为什么没选这些

Also common, but didn't make the picks同样常见,但未入精选
  • playwright

    Workflows that require stronger human review than this catalog entry documents.

    需要比当前目录条目更严格人工复核的工作流。

  • playwright interactive

    Workflows that require stronger human review than this catalog entry documents.

    需要比当前目录条目更严格人工复核的工作流。

  • full page screenshot

    Workflows that require stronger human review than this catalog entry documents.

    需要比当前目录条目更严格人工复核的工作流。

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v0.4 · 1306 skills indexed · last review 2026-06-10