Generates PHPUnit integration tests for PHP 8.5. Creates tests with real dependencies, database transactions, HTTP mocking. Supports repositories, API clients, message handlers.
Generates InMemory repository implementations for PHP 8.5 testing. Creates fake repositories with array storage, supporting CRUD operations and queries without database.
Generates PSR-20 Clock implementation for PHP 8.5. Creates ClockInterface implementations including SystemClock, FrozenClock, and OffsetClock for time abstraction and testing.
Generates Test Data Builder and Object Mother patterns for PHP 8.5. Creates fluent builders with sensible defaults and factory methods for test data creation.
Generates test doubles (Mocks, Stubs, Fakes, Spies) for PHP 8.5. Creates appropriate double type based on testing needs with PHPUnit MockBuilder patterns.
Generates PHPUnit unit tests for PHP 8.5. Creates isolated tests with AAA pattern, proper naming, attributes, and one behavior per test. Supports Value Objects, Entities, Services.
Detects test antipatterns and code smells in PHP test suites. Identifies 15 smells (Logic in Test, Mock Overuse, Fragile Tests, Mystery Guest, etc.) with fix recommendations and…
Testing knowledge base for PHP 8.5 projects. Provides testing pyramid, AAA pattern, naming conventions, isolation principles, DDD testing guidelines, and PHPUnit patterns.
Use after implementing features - verifies each acceptance criterion with structured testing and posts verification reports to the GitHub issue — from engineering/testing
Use when acceptance criteria need unit, integration, or end-to-end tests generated from implementation context
Plan and (when feasible) implement or execute user acceptance tests (UAT) / end-to-end acceptance scenarios.
Drafts U.S. commercial real estate access and indemnity (right-of-entry) agreements for pre-closing due diligence.
Use when targeting ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) or deciding whether a computer-science manuscript fits this venue.
Use when testing Android apps on ADB-connected devices/emulators - UI automation, screenshots, location spoofing, navigation, app management.
Guide for adding new AI function examples, for testing specific features against the actual provider APIs.
Populates Dataverse tables with sample records for testing and demoing a Power Pages site. Use when the user wants to add sample data, seed data, generate test records, or insert…
Use when user wants to add a new sensor to the Enviro+ monitoring system, or asks to monitor a new data point.
Guide for adding unit tests to AReaL. Use when user wants to add tests for new functionality or increase test coverage.
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser.
Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior.
Configure CI/CD pipelines for Adobe integrations with GitHub Actions, including OAuth credential injection, PDF Services testing, Firefly API smoke tests, and secret scanning for…
Create minimal working examples for Adobe APIs: Firefly image generation, PDF extraction, and Photoshop background removal.
Configure Adobe local development with App Builder CLI, Runtime actions, hot reload, and mock testing for Firefly/PDF/Photoshop APIs.
Composite skill — diagnose, repair, and validate a test suite end-to-end. Chains test-health (diagnose) → config-drift-detect (gate compatibility) → test-cleanup (prune + add…
Run mutation testing against a project's test suite to verify the tests actually catch failures when source code is broken.
Audit and prune a bloated test suite down to the minimum tests that hit the coverage threshold and guard real behavior.
Full test suite improvement composite — audit health, prune dead tests, validate with mutation testing, capture rationale in ADR.
Advanced GetX features including Workers, GetxService, SmartManagement, GetConnect, GetSocket, bindings composition, and testing patterns
Generate adversarial inputs, edge cases, and boundary test payloads for stress-testing LLM robustness
Test LLM applications for prompt injection, jailbreak, data exfiltration, and indirect injection attacks — attack taxonomy, test harness design, automated red-team probes, defense…
Output- und Streit-Skill für Adversarial Test AGB: macht aus der AGB-Prüfung verwertbare Redlines, Entwürfe, Playbooks, Abmahnreaktionen oder Entscheidungsunterlagen.
Use when authoring evals/predicates (Scout, TDD-Engineer), framing an audit (Auditor), or justifying which phases run (PhaseAdvisor/router).
Required workflow for AEM EDS development - linting, testing, preview validation, and PRs with demo links.
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered…
Quality evaluation criteria for AI Agency project output covering design quality, originality, completeness, and functionality scoring with weighted dimensions and…
Apex test patterns for @InvocableMethod agent actions: per-branch coverage, bulk safety, deterministic assertions. NOT for UI/LWC testing or agent conversational quality scoring.
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fil — from…
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fil — from…
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fil — from…
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots — from…
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots — from…
Browser automation command reference and usage patterns for web testing, form filling, screenshots, and data extraction.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots — from…
Comprehensive documentation of Claude's capabilities for visual regression testing, CI/CD integration, and quality assurance automation.
Curated bundle for building, testing, and coordinating AI agent systems. Includes multi-agent orchestration, agent testing, cross-agent handoff, MCP server building, and prompt…
Use when designing evaluations for AI agents, skills, routers, prompts, tool-use policies, or multi-step workflows: task sets, rubrics, graders, hard negatives, regression cases,…
Design and implement evaluation frameworks for AI agents. Use when testing agent reasoning quality, building graders, doing error analysis, or establishing regression protection.
Evaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less — from…
Observability for Agentforce: adoption, deflection, latency, cost, quality. NOT for agent evaluation/testing (see agentforce-eval-harness) or raw platform-event monitoring.
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
End-to-end QA testing for Agent2 agents. Starts the agent service, sends real API requests from eval datasets, validates responses against the output schema, and generates a…
Expert QA engineer specializing in comprehensive quality assurance, test strategy, and quality metrics.
Agent davranis testi ve protokol uyumluluk dogrulamasi. Agent'larin tanimli rollerine uygun davranip davranmadigini assertion-based test'lerle olcer.
Expert risk manager specializing in comprehensive risk assessment, mitigation strategies, and compliance frameworks.
Design safe AI agent systems — capability restriction, sandboxed execution, human-in-the-loop gates, anomaly detection, rollback on unexpected behavior, blast radius limiting, and…
Expert Site Reliability Engineer balancing feature velocity with system stability through SLOs, automation, and operational excellence.
Test-Driven Development for the Reactive Agents codebase. Effect-TS aware TDD with mandatory timeout flags, Effect.flip error testing, Layer isolation, and dangling-server…
Expert test automation engineer specializing in building robust test frameworks, CI/CD integration, and comprehensive test coverage.