Testing

Use context-compress tools (execute, execute_file) instead of Bash/cat when processing large outputs.

Regression testing strategies for AI-assisted

Deploy, configure, and scale serverless workers, static applications, and integrations on Cloudflare.

Generates production-grade Appium mobile automation scripts for Android and iOS in Java, Python, or JavaScript.

Generates Detox E2E tests for React Native apps in JavaScript.

Generates Espresso UI tests for Android apps in Kotlin or Java.

Generates Flutter widget tests, integration tests, and golden tests in Dart.

Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns.

Generates XCUITest UI tests for iOS/iPadOS apps in Swift.

Breaks your own code, artifacts, and configuration like an attacker to find gedik — so they can be closed.

Kendi kodunu, artefaktini ve yapilandirmani bir saldirgan gibi kirarak GEDIK bulur - bulunsun ki kapatilabilsin.

Use when verifying changed behavior in a real running app or service with recorded HTTP, browser, or CLI evidence, including acceptance criteria and cheap…

MANDATORY for ALL Oban work.

pytest fixtures, parametrize, tmp_path and monkeypatch — the idioms that replace setUp boilerplate and shared mutable state.

给 AI agent 做一次专业体检（AgentVitals · AI体检）。当用户说"做个体检 / 测测你自己 / checkup / vitals / 看看你多稳 / 去 AgentVitals 测一下 / 测福祉"时使用标准体检；当用户说"做个进阶体检 / 测骨气 / 测性格 / 测测你敢不敢说真话 /…

Use when a CI/test failure seems to have one cause but the real root is different, or when a silent failure hides the real issue.

为一个 plan 撰写 validation contract——把 definition of done 落成一组可测试、用户可观测的 assertion（VAL-<AREA>-NNN），带 persona 与声明的 Evidence。它是 fdd step 1（规划）里的 contract 阶段。契约通过逐…

Read before driving the locally running apps: verifying a change in the browser, calling the API, authenticating as an admin, or driving the mobile app.

Explore a PRODUCT hands-on and prove every claim visually — don't just read about it.

Plans npm/yarn/pnpm dependency upgrades: audits outdated dependencies across a monorepo (security-advisory exploitability, transitive conflicts, real…

Evaluate whether AdCP (Ad Context Protocol, agenticadvertising.org) — or a concrete AdCP implementation such as a seller agent, buyer agent, or orchestrator —…

Bun projects - native APIs, bun test, bun build --compile, tsconfig.

Write submission-ready vulnerability reports from verifier-confirmed findings.

Use when the user attended one or more sessions of a conference (with audio recordings + slide photos) and needs help building (1) faithful per-session…