Testing guidelines for Jarvy CLI - unit testing patterns, integration tests with assert_cmd, test environment variables, platform-specific testing, and CI coverage strategies.
Verify that agent tests (*.agentic.spec.ts, *AgenticTest.java, test_agentic_*.py, ...) truly lock behavior by running mutation testing against them only, then strengthening agent…
5-phase AI-powered SDLC — Discovery → Planning → Implementation → Validation → Production. UI-first, test-plan-first, human checkpoints at every phase.
The premier Agent-ready food delivery skill. Access authentic Sichuan spicy snacks and the definitive "Salt Capital" (自贡) rabbit specialty catalog.
Test-driven development for behaviour a unit test cannot reach, by writing the expectation against the running app before writing the code.
Remove every agent-generated test file (*.agentic.spec.*, *.agentic.test.*, *AgenticTest.java, test_agentic_*.py, *_agentic_test.c/.cpp) plus the agentic plan files, after an…
Reconcile agent tests after the user INTENTIONALLY changed main-code behavior — show each failing agent test as old-locked vs new-actual behavior, and update tests only with…
AI-first testing methodology where autonomous agents plan, generate, execute, and maintain test suites with minimal human intervention, covering agent orchestration, feedback…
Generate agent-authored unit tests ("agent tests") to reach a user-defined coverage goal for one target file/class or the whole project, without ever modifying main code or…
Use early in an AI-agent project — before ship, before real traffic — to build a starter test suite for the agent and run it offline.
Unterstützt Agentursteuerung, Ausschreibung, Lastenheft und Abnahme barrierefreier Websites. Formuliert Anforderungen, Akzeptanzkriterien, Nachweis- und Re-Test-Pflichten,…
Use when apple-dev has finished feature code + Unit tests (Swift Testing) and is about to enter code-review.
Design, review, and validate TDD/BDD workflows for agile-run app and game stories. Use for test strategy, TDD flows, BDD scenarios, test-light eligibility, app UI/integration…
Comprehensive evaluation patterns for AI agents including multi-turn conversation testing, LLM-as-judge frameworks, benchmark suites, regression detection, and systematic eval…
What counts as evidence in ai-agents and how to produce it. Covers the TESTING-RIGOR pos+neg+edge bar, test layout and collection reality, coverage proof commands,…
PBI INPUT PACKAGE から PlanGate の plan.md / todo.md / test-cases.md を B-1→B-2→B-3 フローで作成する。Use when: docs/working/TASK-XXXX/pbi-input.md を元に実行計画を作りたい時。
将一个功能拆成云端可执行部分、本地硬件或服务依赖部分，以及需要人确认的集成门槛。明确文件交接、环境差异和测试证据，防止云端通过被误称为本地兼容，也避免未经允许将受限数据或设备访问交给云端任务。 适用于Cursor Projects、Cursor Cloud Agents、云端Agent、本地验收、cloud local…
Testing machine learning models including accuracy validation, bias detection, drift monitoring, A/B testing, and model regression testing.
Operational prompt engineering for production LLM apps: structured outputs (JSON/schema), deterministic extractors, RAG grounding/citations, tool/agent workflows, prompt safety…
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed…
中文优先：用于AI回归测试相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Regression testing strategies for AI-assisted development.
Use when building, integrating, debugging, or reviewing an AI-powered reporting, dashboard, or data-visualization application where AI generates report structure.
Use after QA strategy and test-case synthesis to build the requirements-to-test traceability matrix, identify missing coverage and test blockers, and score readiness for QA…
Use when QA scope and strategy are defined and you need to generate detailed, executable test cases plus smoke, regression, and user acceptance suites tied to requirements, roles,…
AI SDLC test-case-driven testing workflow. Use when an AI assistant is asked to derive test cases, create a test plan, expand coverage, or write tests from explicit scenarios…
Use when requirements are testable enough and you need to define QA scope, coverage priorities, test strategy, suite intent, test data needs, environment dependencies, and…
Systematic patterns for prompting AI coding agents to generate high-quality tests including prompt engineering for test creation, coverage-driven generation, mutation-aware…
AI-powered test orchestration skill covering intelligent test selection, risk-based test prioritization, flaky test management, test impact analysis, parallel execution…
Define clear, testable acceptance criteria using Given/When/Then (Gherkin) format that can be directly used for testing.
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-reminders, and ITimeProvider — from…
Write unit and integration tests for Akka.NET actors using modern Akka.Hosting.TestKit patterns. Covers dependency injection, TestProbes, persistence testing, and actor…
Scope coverage, build a testing strategy, test the feature with agent-browser, capture screenshots/video (always mandatory), upload to S3, and create a structured test report…
Run the 18-step end-to-end happy path for Albatool ERP/POS — from adding product/category/customer through quote→invoice→payment→packaging→dispatch→share…
Create a minimal Alchemy Web3 example: get ETH balance, fetch NFTs, read token balances. Use when starting blockchain development, testing Alchemy setup, or learning basic…
Set up local Web3 development workflow with Alchemy, Hardhat, and testnets. Use when configuring local blockchain dev, testing with Sepolia faucets, or setting up hot-reload for…
Testing monitoring and alerting configurations including threshold validation, alert routing, escalation policies, and false-positive rate monitoring.
Configure Algolia CI/CD: GitHub Actions for index validation, automated reindexing on deploy, and integration testing against real Algolia indices.
Create a minimal working Algolia example — index records and search them. Use when starting a new Algolia integration, testing your setup, or learning the…
Configure Algolia local development with separate dev index, mocking, and testing. Use when setting up a development environment, configuring test workflows, or establishing a…
Alibaba Cloud PTS (Performance Testing Service) scenario-based skill for creating and managing stress testing scenarios.
Reference guide for system administrators and IT engineers to configure the Alipay MCP Server with mcporter.
Comprehensive Test Driven Development guide for engineering subagents with multi-framework support, coverage analysis, and intelligent test generation — from…
Allra 백엔드 테스트 작성 표준. Use when writing test code, choosing test helpers, generating test data with Fixture Monkey, or verifying test coverage.
Default testing standard for all implementation work - ensures code actually works through mandatory execution validation before confirming to user.
Use when analyzing dependencies, planning migration, or testing modules. Trigger with modularization ops request. Loaded by ai-maestro-architect-agent-main-agent
Adversarially stress-tests a legal text — a contract, statute, regulation, or judicial opinion — for interpretive ambiguity: it finds the seams where the people governed by it…
Design comprehensive testing strategies and quality assurance architectures before tests are coded. Formulates test pyramid distributions, mocking boundaries, and CI qual — from…
Conducts an adversarial stress-test and premortem analysis on technical proposals, architectures, or features before implementation.
Automatically generates tests for modified code if no existing tests cover the changes.
Finds and executes the test suite for the current project to ensure no regressions before opening a Pull Request.
Design comprehensive testing strategies and quality assurance architectures before tests are coded. Formulates test pyramid distributions, mocking boundaries, and CI qual — from…
Drafts board-ready Anti-Money Laundering compliance programs for U.S. financial institutions under BSA/FinCEN requirements.
Build amplifier-foundation modules using "bricks and studs" architecture. Covers tool, hook, provider, context, and orchestrator modules with testing, publishing, and best…
Identify uncovered branches and coverage changes for a specific .NET method. USE FOR: finding exactly which branch conditions are untested in a method, comparing current coverage…
Query the integration-test storage account to find why a specific skill's tests are failing. Reads blob-stored test result files and surfaces error details.
Analyze a GitHub Actions integration test run and produce a skill invocation report with failure root-cause issues.
Evaluates commodity price exposure with forward curve analysis, hedging strategies, and break-even price sensitivity.
Evaluates target leverage capacity with cash flow coverage, stress testing, and optimal debt structure across term loans, revolver, and mezzanine.
Assesses portfolio liquidity with redemption stress testing and market impact estimation. Use when analyzing liquidity risk, stress testing redemptions, or evaluating market…
Structures actuarial pricing analysis with loss cost estimation, expense loading, and rate adequacy testing.