Testing & QA
3,371 results
- Devrel Team StructuresamberDesigns the developer relations org - which function DevRel reports to (marketing, product, engineering, CEO, sales) and what that line starves, the shape (centralized, split, embedded, hub-and-spoke), the coverage map across advocacy, community, docs and education, the interlocks with product, docs, support and sales, and the trigger for the next re-org.
- Diagnosing BugsehnruizA disciplined loop for hard bugs, flaky tests and performance regressions - build a red-capable feedback loop first, reproduce and minimize, rank falsifiable hypotheses, instrument one variable at a time, then repair and remove the probes.
- Domain ModelingJulia MuiruriQuiz on domain-driven design concepts grounded in the student's codebase. Use when: student selects Domain Modeling from brainmax, wants to test DDD knowledge, business logic encapsulation, aggregate understanding.
- Error Handling And ResilienceJulia MuiruriQuiz on fault tolerance patterns and error handling strategies grounded in the student's codebase. Use when: student selects Error Handling and Resilience from brainmax, wants to test error handling knowledge, retry patterns, graceful degradation.
- Explain The NumberehnruizLike-for-like before a measured number is reported or credited to a change. Use before saying a change moved a score, a count, a before/after delta, a benchmark time or speedup, a Lighthouse or Core Web Vitals result, an eval score, or an error, conversion or traffic rate. For whether the tests and gates passed, use `regression-proof`.
- Gathered Scenes ZineNatsummerance将用户提供的实景照片转化为竖向 3:5 拾景拼贴海报：真实摄影锚定在宽敞的源衍生插画场域内，密集细节（树叶/枝条/人群）压缩为少数大型安静块面（省略 85-95% 微观细节），以一个高饱和色相作为构图结构而非装饰，保留可见的手撕纤维纸边作为摄影与纸面的过渡。触发场景：用户要求实景拼贴、拾景风格、手撕纸质感艺术海报或自然场景的插画化再创作。边界：不篡改照片、不做满铺描摹式插画、单一添加色相必须通过"移除测试"。
- Generative Paintingdebuu0007Make hand-painted-looking generative paintings and short art films in code, in a chosen painting style — watercolour (translucent glazes, graphite and ink on paper, the "Beautiful Collisions" look), pointillism (Seurat-style divided-colour dots), charcoal with red conté, graphite or pen-and-ink sketch, woodcut / linocut print, or 2D cel animation — or several mixed plate by plate, with hard-cut…
- Golden Dataset ValidationyonatangrossValidation rules, schema checks, duplicate detection, and coverage analysis for golden dataset integrity
- Grill MelgasseraneA relentless one-question-at-a-time interview to stress-test a MEL/SRHR design before building it: a theory of change, evaluation design, indicator set, results framework, proposal angle, or learning question.
- GrillingehnruizGrill the user relentlessly about a plan, decision, or idea until every branch of it is settled. Use when the user wants to stress-test their thinking, says "grill me", "poke holes in this", "interrogate this plan", or asks to be questioned before building something.
- Headless CapturebinhongleeCapture screenshots/recordings of desktop or web apps for visual verification. Works across Linux, macOS, and Windows. Supports Tauri, Electron, native desktop apps (via Xvfb/screencapture/gdigrab), and web apps (via Playwright). Use proactively after UI changes so the human can verify without running the app locally.
- Implementation PatternsJulia MuiruriQuiz on code-level design patterns and implementation decisions grounded in the student's codebase. Use when: student selects Implementation Patterns from brainmax, wants to test design pattern knowledge, code organization, abstraction understanding.
- Improve Codebase ArchitectureStepenkoAnatoliRun the Improve Codebase Architecture workflow — an evidence-backed architecture review that surfaces real friction and proposes deepening opportunities (turning shallow modules into deep ones) for testability and AI-navigability, delivered as a visual HTML report and then worked through with the user one decision at a time.
- KeikodebuffjpUse when the user wants tests for a browser game, or to check that a mechanic, a fix or a tuning change works without playing it by hand. Works with any web game (Phaser, PixiJS, KAPLAY, Excalibur, three.js, a hand-written loop, debuff). keiko plays the real game in Node with no browser, on a virtual clock, so tests take milliseconds and every run plays the same.
- lindblomstefan/skills-librarylindblomstefanCollectionClaude Code skill — guided interview that recommends AI skills for your repo or team. Install with one prompt.
- Map ClassifierStepenkoAnatoliClassifies every row of a Fetchproof project's research/MAP.md as COVERED (citing U-## rows), DISMISSED (with a reason) or GAP, checking output obtainability first, and adds the topic-specific subtopics the universal checklist misses. Use on a collector after decompose drafts the map, when preflight reports subtopic-coverage findings, or when the user asks to classify, review or finish the map.
- Mcp Server Buildertechsaurabh-394Scaffold a Model Context Protocol (MCP) server in TypeScript with typed tools, input validation and a test checklist. Use when the user wants to expose an API, database or internal tool to an AI assistant through MCP.
- ObservabilityJulia MuiruriQuiz on monitoring, logging, and observability concepts grounded in the student's codebase. Use when: student selects Observability from brainmax, wants to test monitoring knowledge, logging patterns, tracing understanding.
- Oss Contributor OnboardingsamberDesigns and verifies the path a stranger walks to their first merged contribution on an open-source project - the CONTRIBUTING file, the good-first-issue queue, a clone-to-passing-tests command that works cold, and the first-pull-request review and recognition loop, scored against a blocking-plus-weighted rubric.
- Pipeline ContractsemgiezetThe shared vocabulary every /sdlc command after ship and before spec speaks — tracker and browser descriptors, the operation names, chain markers, verdict tokens, the claim lock, the pipeline labels, and the bugfix approval rule.
- Playwright MCPJamesPrialProgrammatic browser automation using Playwright MCP server. Use when building Claude Code tools or applications that need web automation, testing, scraping, or browser interaction. Provides structured accessibility-based automation without screenshots or vision models.
- ProbebothuanyRun Insilode for real and probe a feature end to end in the built-in browser pane (web mode), without opening a desktop window - build, start `npm run web` on a demo or user project, trust the folder, drive the canvas, endpoints, callers and boards, and report what works with screenshot evidence.
- Quality GatebothuanyRun Insilode's local quality gate (architecture rules, Semgrep, the extension and canvas tests, optionally SonarQube) and summarize what fails. Use before committing or opening a pull request, or when asked to "check everything".
- Regression ProofehnruizProve a change before claiming it is done - judge lint, typecheck, tests and git push by their exit codes rather than by reading output, and show that a bug fix's regression test fails without the fix. Use before saying "tests pass", "lint is clean", "pushed" or "fixed in <sha>"; before opening or updating a pull request; whenever a command is piped into grep, tail or head; and whenever a bug…