Results for “test”

Use when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first development practices.

Build and manage monorepos with Nx. Use when a user asks to set up a monorepo, manage multiple packages/apps, cache builds, run affected tests, or migrate from Lerna.

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

Deno runtime for TypeScript/JavaScript. Covers permissions, standard library, testing, and Deploy. Use for secure, TypeScript-native backend development. USE WHEN: user mentions "deno", "permissions", "Deno.serve", asks about "deno test", "deno deploy", "standard library", "top-level await", "npm compatibility" DO NOT USE FOR: Node.js runtime - use `nodejs` skill instead DO NOT USE FOR: Fresh/Oak frameworks - use framework-specific skills DO NOT USE FOR: Language syntax - use `typescript` skill

Optimize signup, registration, and trial activation flows to reduce friction and increase completion rates.

Guides implementation of new model architectures in NeMo AutoModel through five phases: discovery, implementation, registration, validation, and testing.

Write modern Perl 5.36+ code using idioms, best practices, and conventions for robust, maintainable applications.

Fix build errors and breaking changes when upgrading MSTest from v3 to v4, or plan a complete migration.

Test vector stores for embedding inversion, cross-tenant leakage, and poisoning.

Probe RAG applications for prompt injection via poisoned retrieved context and embedding manipulation.

Build Django web applications and REST APIs with Django REST Framework, including models, serializers, viewsets, authentication, and testing.

Build evidence and narratives that connect design decisions to measurable user, product, and business outcomes.

Guides production-grade Android and cross-platform app development covering stack selection, architecture, UI, testing, build, and release.

Provides procedural guidance and standard patterns for building Android camera applications with CameraX, including Camera2Interop, Media3 integrations, and handling hardware diversity.

Guides users through a structured three-stage workflow for co-authoring documentation, from context gathering to iterative refinement and reader testing.

Chains architecture review, implementation, and pull request creation to take a story from design through to a convention-compliant PR.

Applies Anthony Fu's opinionated tooling and conventions to JavaScript/TypeScript projects, covering code organization, TypeScript config, ESLint, testing, and pnpm monorepo setup.

Write clear, plain prose and strip register-jargon from text, using a costume-or-term-of-art test to preserve genuine technical terms.

Diagnoses page-level conversion problems, scores conversion readiness, and delivers prioritized, evidence-based optimization recommendations.

Guides backend development across API design, authentication, security, performance, architecture, and testing, with decision guides and defaults for production-ready systems.

Adapts unfamiliar public websites generically, testing search inputs, buttons, openers, and popups before deciding whether a dedicated site profile is needed.

Structured workflow to reproduce, diagnose, plan, fix, verify, and record a bug fix, requiring a deterministic reproduction before diagnosis and minimal changes only.

Deploys serverless browser automation as cloud functions using Browserbase, including project setup, local testing, and publishing via the bb CLI.

Implements the MVVM pattern in Flutter with Provider and ChangeNotifier, structuring projects into models, views, and viewmodels for testable, maintainable code.

Interviews the user one question at a time to stress-test a plan or design, exploring the codebase when possible, until reaching a shared understanding.

Scaffolds a program.md research program for autoresearch by auto-detecting codebase signals and interviewing for missing details.

Adversarial reviewer that stress-tests claims and conclusions. Use when the user asks to talk to KAY/O, requests an adversarial review, or needs claims validated before publication.

Routes API security testing into recon, authorization, token abuse, or hidden-parameter workflows based on observed endpoint characteristics.

Entry P1 category router for reconnaissance and methodology. Use when mapping scope, discovering assets, fingerprinting technology, building endpoint inventory, and choosing the first high-value security testing path.

Write, review, debug, test, or optimize Python code using PyArrow arrays, schemas, tables, compute kernels, datasets, Parquet, and Arrow IPC.

Visually verify UI changes with Playwright screenshots and Pencil layout checks before proceeding. Use when a change touches frontend/UI files and needs visual confirmation, not just passing tests.

Create, extract, or convert architectural decision records (ADRs) using a structured template, with project context discovery and evidence-based review.

LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library

LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library