You MUST use this for testing and quality decisions - test strategy, test plans, bug analysis, testing frameworks, coverage gaps, and quality assurance processes.
Operate as a QA engineer who owns test strategy, automation coverage, and the release quality signal.
World-class QA engineering - systematic testing, automation, and the mindset that finds bugs before users doUse when "QA, quality assurance, testing, test automation, e2e tests,…
Skill ini wajib digunakan untuk membaca, mencatat, dan menyusun pola error yang terjadi selama proses Omni Workspace Testing agar mempermudah pembenahan dan menghindari error yang…
Quality assurance specialist focusing on test strategy, quality processes, and comprehensive testing methodologies
[QA Process · Session-Based Test Management — Bach & Hendrickson] Structured exploratory testing session — charter-based, time-boxed, with session notes and debrief.
Pre-production validation gate for Vercel/Supabase/Firebase stack — generates test plans, executes test suites, validates APIs, UI, toasts, LLM output quality, and produces…
Quality assurance consultation for Conductor orchestrator. Sets test coverage requirements, validates quality gates, determines testing strategy.
Perform manual test sessions — exploratory checks, edge cases, accessibility, and user-visible regressions — with explicit reproduction notes.
Parallel validation deployment. Spawn 8+ QA agents to run tests, builds, lints, and health checks simultaneously. Zero marginal wall-clock cost.
Comprehensive QA→Review→Fix loop protocol for any codebase. Layer-based testing with evidence requirements.
Forked-context QA reviewer — preloads verdict schema + testing-pyramid lens + assertion/edge-case/TDD checklist.
Screenshot capture, organization, and comparison for QA testing. Use when taking screenshots during test execution to ensure proper naming, organization, and traceability back to…
Systematic web application QA testing with issue taxonomy, health scoring, and regression tracking. Triggers on: "QA this", "test the app", "smoke test", "run QA", "systematic…
\"Comprehensive QA testing suite for current page. 全面品保測試現頁. Use when: run QA tests, validate page functionality, test user flows, check for broken features, comprehensive page…
QA Developer: Stage 6 test-authoring phase. Map every acceptance criterion to at least one test, write the test suite, and produce pipeline/pr-qa.md.
Senior QA test design techniques using structured methods to produce high-quality test cases. Trigger contexts: user mentions "design test cases", "write test cases", "analyze…
QA Developer: Stage 6 test-execution phase. Run the full test suite, produce pipeline/test-report.md, and write pipeline/gates/stage-06.json.
Design focused QA cases and investigate suspected product defects with Opsphere evidence. Use for feature validation, reproduction, regression checks, and deciding whether a…
Generate a test plan defining what needs to be tested and at what level. Use when the user wants to create or update a test plan for a milestone or task, or when QA needs to…
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
Design, audit, and improve QA and test strategy for software, games, websites, products, and launches.
Garante cobertura 100% dos cenários de qualquer funcionalidade do projeto. Constrói matriz de cenários obrigatória antes de escrever qualquer teste.
MASTER Vue.js application testing with strict enforcement of verification protocols. Systematically test functionality with Playwright, validate bug fixes, verify features work,…
Especialista em criação de testes unitários, testes automatizados, QA e detecção de falhas de segurança.
Mobile app testing strategy and execution for iOS and Android. Cover device matrix, automation frameworks, performance, reliability, and release gates.
Quality assurance and testing specialist routing across visual QA, certification, performance, API, accessibility, tools, and workflow optimization.
Use when planning the "safety net" for a project, defining which test layers (unit, integration, e2e) are required.
E2E testing and browser automation with qa-use CLI. Use when the user needs to run tests, verify features, automate browser interactions, or debug test failures.
QA tests for the Fleet Pi web app. Tests the browser-based chat UI including messaging, tool rendering, session management, model selection, plan mode, and the workspace/resources…
توثيق عربي من الكود — ولّد توثيق عربي تلقائي من كود Python/JS/TS مع قاموس تقني مدمج (300+ مصطلح)
Run pre-deploy quality control check for a standard-tier Firefly client site. Use when the site is nearing completion and needs a final review before deployment.
Use when after extracting NMR spectra and designating replicate QC samples (typically 10 samples run throughout the study), calculate CV for each metabolite feature to assess…
QCAD 是基于 Qt 的开源 2D CAD 应用与 SDK，专注 DWG/DXF 二维制图，提供 ECMAScript（JavaScript）扩展与脚本控制台、命令行工具 dxf2*/转换器，适合机械、建筑、测绘的二维出图与自动化处理。
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid sear — from…
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option',…
Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent…
Intelligent token optimization through Qdrant-powered semantic caching and long-term memory. Use for (1) Semantic Cache - avoid LLM calls entirely for semantically similar queries…
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid sear — from…
Guides use of the Qdrant Migration Tool CLI to move vectors, metadata, and sparse embeddings from another vector database into Qdrant.
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model',…
Guides tenant isolation architecture in Qdrant for multi-tenant or multi-user applications. Use when someone asks 'how to isolate customer data', 'how to build multi-tenant…
Sizes a Qdrant deployment before it is provisioned. Use when someone asks 'how much RAM do I need', 'how many nodes', 'how big should my cluster be', 'sizing', 'capacity…
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid sear — from…
Chaos engineering and resilience testing including fault injection, load testing, and system recovery validation.
QECTOR architecture overview: the Rust core / Python layer FFI boundary, the module map, the threading and memory models, the layering of services, and the bit-determinism…
QECTOR deployment modes, security posture, and the production checklist. Covers the six deployment modes (manual 24, Table 24.1), the production checklist (manual 24.1, 10 items),…
Software engineering integration content for QECTOR: wiring the MCP servers into applications, driving the stdio JSON-RPC 2.0 protocol, high-performance batch/mmap decoding,…
Routing, dispatch, and orchestration in QECTOR (manual chapter 11). Covers the structural validity predicate (max qubit degree), the recommend_decoder policy, Theorem 14…
QECTOR release engineering, wheel-only distribution, the chunked base64 Rust-core delivery, feature flags in published wheels, the pre-flight gates, and the v2 token format.
Space-time and streaming decoding for QECTOR. Covers the (2+1)D detector lattice, the detector-difference formulation d_{c,t} = s_{c,t} xor s_{c,t-1}, the space-time lifting…
The QECTOR testing and validation strategy (manual 23). Covers the eight validation layers (syndrome faithfulness, property- based, exhaustive oracle, cross-decoder equivalence,…
Write tests that can actually fail, by withholding the acceptance criteria from the agent that writes the code. Use when someone does not trust a suite that passes.
Drive any GUI with natural language — click, type, extract, and verify on web browsers, Android, iOS, desktop apps, and games — using the Qirabot Python SDK.
Quick Pull Request CLI with AI-powered commit message generation. Use for creating GitHub/GitLab/Gitee pull requests, generating Angular-style commit messages, and creating…
Qlib — plataforma de inversión cuantitativa con IA de Microsoft (44K⭐). Modelos ML, factor mining, backtesting, RL trading.
Script syntax reference, QVD optimization, incremental load patterns (insert-only, insert/update, insert/update/delete, dual-timestamp for SCD2), JOIN/KEEP prefixes, ApplyMap…
Diagnostic skill for identifying and categorizing failures in PennyLane plus PyTorch QML workflows.
QMT（迅投极速策略交易系统）Python 策略开发完整指南。涵盖策略编写、回测、实盘交易、API参考和代码示例。当用户需要开发 QMT 量化策略、查询 QMT API、从聚宽迁移至 QMT、编写实盘交易程序，或提及 QMT、迅投策略、QMT 回测时使用。
QMT 客户端（迅投极速策略交易系统）内置 Python 策略引擎开发指南，涵盖策略编写、回测、实盘交易、内置 API 参考与代码示例（基于 ContextInfo/passorder/get_trade_detail_data 等，非 xtquant 库）。当用户需要在 QMT 客户端中编写/回测/运行策略、查询 QMT 内置 API、从聚宽迁移至…