Guides pediatric allergy evaluation with testing interpretation and immunotherapy considerations. Use when evaluating pediatric allergies, interpreting allergy testing, or…
Guides blood product compatibility testing with antibody identification and crossmatch protocols. Use when managing blood bank testing, resolving antibody workups, or selecting…
Selects appropriate cardiac imaging modality based on clinical question and pretest probability. Use when choosing cardiac imaging, selecting stress testing modality, or ordering…
Designs and executes compliance testing programs with sampling methodology and findings documentation.
Structures credit portfolio analysis with concentration metrics, correlation assessment, and stress testing.
Test database testing including fixtures, transactions, and rollback management. Use when performing specialized testing.
Structures infertility workup with ovarian reserve testing, semen analysis, and treatment algorithms.
Structures FX hedging programs with exposure identification, instrument selection, and hedge effectiveness testing.
Drive spec-driven project management via GitHub Issues — decompose a feature into dependency-linked task issues, label them ready / blocked / epic / in-progress, track progress,…
Applies ASCCP cervical cancer screening guidelines with HPV co-testing and colposcopy indications. Use when managing cervical screening, applying ASCCP guidelines, or determining…
Structures hedge accounting documentation with effectiveness testing and ASC 815/IFRS 9 compliance. Use when documenting hedge relationships, testing effectiveness, or managing…
Guides hereditary cancer risk assessment with genetic testing criteria and management recommendations.
Structures goodwill and long-lived asset impairment testing with fair value estimation and documentation.
Structures infectious disease control programs with prevention, testing, and treatment access protocols.
Structures internal audit planning and execution with risk assessment, testing, and findings documentation.
Structures liquidity risk management with cash flow projections, stress testing, and contingency planning.
Structures model validation with independent testing, limitation documentation, and ongoing monitoring.
Tracks proficiency testing results with remediation for unacceptable performance. Use when managing PT programs, analyzing PT results, or documenting corrective actions for PT…
Create and validate component snapshots for UI regression testing. Use when performing specialized testing.
Structures SOX compliance with control documentation, testing, and deficiency evaluation. Use when managing SOX compliance, testing internal controls, or evaluating control…
Structures manual muscle testing and dynamometry with grading and functional correlation. Use when testing muscle strength, grading MMT, or documenting strength assessment.
Test provision and manage isolated test environments with configuration and data. Use when performing specialized testing.
テストワークフローパターン：E2Eテスト生成、テストオーケストレーション。 自動テストのためのテンプレートとプロセスを提供。 トリガー: testing, E2E, end-to-end, playwright, test runner, テストオーケストレーション。
Structures vestibular assessment with positional testing and customized exercise programs. Use when evaluating vestibular disorders, performing Dix-Hallpike testing, or designing…
Generates a manual test plan, QA plan, test scenarios, testing checklist, or guidance on how to test changes. Works from branch diffs, stories, specs, or requirements.
Скилл агента-тестировщика для workflow-ai. Проводит ручное и полуавтоматическое тестирование веб-приложений и desktop-приложений (VSCode-расширения, Electron и др.) через браузер…
Create, update, and refactor Android Mappers using Test-Driven Development (TDD). Enforces writing test cases before production code, follows project mapper conventions (Class +…
AI-driven Flutter E2E testing via VM Service CLI. Control running Flutter apps in debug mode for smoke tests, regression checks, exploratory testing, and UI automation.
Maintains the @ekaone/mask-card TypeScript library (credit card masking). Use when working on PAN/credit card masking, maskCard/maskCardAuto/detectCardType/isValidCard changes,…
Measurement techniques for identifying composition, microstructure, and properties of engineering materials — optical and electron microscopy, x-ray diffraction, EDS and WDS…
Use when you need to verify that visualization functions produce graphically correct output that matches previously validated baseline images.
Integration testing conventions for applications. Covers test scope, external dependency management, environment setup, data isolation, and project testing guidance.
Use when diagnosing organizational alignment with the McKinsey 7S framework: shared values, strategy, structure, systems, style, staff, and skills; how the seven elements…
Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding and running unit and functional tests, golden values, marker filters, and CI parity.
MCP (Model Context Protocol) 2025-11-25 server standards — tool/resource/prompt primitives, capability negotiation, Streamable HTTP transport with Mcp-Session-Id, OAuth 2.1 + RFC…
Set up MCP Inspector for debugging and testing MCP servers with request logging, response inspection, and protocol validation.
Provides Playwright MCP server workflow for E2E testing, visual validation, cross-browser automation, and performance measurement with error recovery strategies.
Verify an MCP server before release by exercising a real protocol session, comparing runtime capabilities with source and documentation, testing failure paths, and recording…
Designs and implements Model Context Protocol servers from scratch: tools, resources, prompts, stdio and Streamable HTTP transports, JSON Schema, errors, Inspector testing, and…
Test an MCP server for protocol conformance, tool selection accuracy, and behaviour under real model calls rather than only unit tests.
React Native MCP 서버 전체 기능 검증 절차. 데모 앱 32개 스텝을 모두 순서대로 진행하면 MCP 내부 기능을 전부 검증한다. 클릭/탭은 query_selector → measure → tap(platform, x, y)으로 idb/adb 네이티브 터치 필수.
Comprehensive lifecycle for authoring, registering, documenting, and maintaining MCP tools in packages/myco/src/tools/ — covering schema definition in TOOL_DEFINITIONS arrays,…
Erstellt einen ersten Entwurf einer Quarkus-MDA-Applikation (modular monolith, hexagonal, Angular + Material via Quinoa).
Calculates the bankruptcy means test from paystub data to determine annualized gross income and compare against state median income thresholds.
Create a short-lived webhook attempt meter, send an authorized test callback to it, and retrieve bounded hash-only delivery evidence once.
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.
Integrate Mem0 into an existing repository using a goal-driven, TDD pipeline. Detects the repo's language automatically and asks the user to pick between Mem0 Platform (managed)…
Use when a task needs the judgment of a Mental Health and Substance Abuse Social Worker — routing a co-occurring client to integrated vs.
App-Lifecycle, Config-Validierung, Kamera-Capture, Test-Infrastruktur, CI — aktivieren wenn an src/main.py, src/utils/config.py, src/cv/capture.py oder tests/ gearbeitet wird
Use when you have a ranked list of metabolite identifiers (PubChemCIDs, KEGG IDs, or chemical names) from differential abundance or ANOVA testing and need to determine which…
Use when designing metamorphic tests for oracle-poor behavior using invariants and input relations. Triggers:
Use when you have loaded normalized methylation beta-value matrices from Illumina EPIC or 450k arrays and need to move beyond single-CpG differential methylation testing to…
Use when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs…
Use when a task needs the judgment of a Microbiologist — identifying an organism from a culture (biochemical panel, MALDI-TOF, or 16S rRNA sequencing), investigating a…
End-to-end 16S amplicon workflow from FASTQ reads to differential abundance. Orchestrates DADA2 ASV inference, taxonomy assignment, diversity analysis, and compositional — from…
Create and manage isolated microVM sandboxes for safe code execution, testing, and development. Use when the user needs to run untrusted code, create isolated environments,…
Microsoft Playwright MCP exposes Playwright browser automation through the Model Context Protocol, giving agents structured page access instead of screenshot-only workflows.
Generates and optimizes Midjourney prompts using the Midjourney API with automatic parameter tuning for aspect ratios, stylize values, and chaos settings.
Migrate MSTest v1 or v2 test project to MSTest v3. Use when user says "upgrade MSTest", "upgrade to MSTest v3", "migrate to MSTest v3", "update test framework", "modernize tests",…
Fix build errors and breaking changes after upgrading MSTest from v3 to v4, or plan a complete MSTest v3-to-v4 migration.