Iterativ alle E2E-Tests grün bekommen — mvn fail-fast, scheiternden Test flicken, neu starten
Microsoft Teams integration fixes — Bot Framework, Adaptive Card design + snapshot testing, Teams manifest
Composite skill — repair and validate a test suite end-to-end when: suite is bloated (test count >2× proportionality), slow (runtime >5 min), or cleanup previously stalled at…
Review fixed income portfolios by pricing multiple bonds, retrieving reference data, analyzing cashflows, and running scenario analysis.
Use when encountering a bug - complete workflow from discovery through debugging, bd issue, test-driven fix, verification, and closure
Use after executing-pr-tests when there are failures and `auto_fix: true`. Dispatches the pr-test-fixer subagent for each failure.
A test skill for unit testing. Use when: testing the chunker, running unit tests. Helps with: validating skill parsing works correctly.
Generate Echidna/Medusa-compatible Solidity fuzz suites from Foundry or Hardhat projects. Trigger on "fizz", "generate fuzz suite", "build fuzz harness", "stateful fuzzing",…
Fizzbee formal verification for distributed systems. Use when creating, editing, reviewing, or testing Starlark-based specifications with implicit fault injection and model-based…
Locates the condition a known-flaky test actually depends on by holding the test constant and varying one axis at a time (isolation, execution order, worker count, viewport,…
Persist flaker's DuckDB storage across GitHub Actions runs and feed it from multiple sources (vitest reports, custom adapter reports, etc.).
Use to find, diagnose, and fix flaky tests — nondeterministic passes/failures from timing, shared state, ordering, real time/randomness, or live externals.
Diagnoses and fixes flaky tests by identifying root causes (timing issues, shared state, randomness, network dependencies) and provides stabilization strategies.
Flaky Test Detector - Auto-activating skill for Test Automation. Triggers on: flaky test detector, flaky test detector Part of the Test Automation skill category.
Systematically diagnoses why a test is flaky by running multi-run experiments, isolation tests, ordering permutations, and timing analysis.
Run a named Apex test class N times against the target org and report tests with non-deterministic results.
Best practices for Flask web development including routing, blueprints, and testing.
Analyze fleet safety programs including driver behavior scoring, accident trend analysis, CSA BASIC score monitoring, DOT audit readiness, Hours of Service compliance, and drug…
Create a minimal working Flexport example — list shipments and track containers. Use when starting a new Flexport integration, testing your setup, or learning the Flexport REST…
Configure Flexport local development with mock API responses and testing. Use when setting up a development environment, creating mock shipment data, or establishing a fast…
Framework-agnostic E2E testing principles, spec-driven test generation, and maintenance workflows
Use when designing or troubleshooting Salesforce Flow actions in Flow Builder: standard and core actions, the Apex action element for @InvocableMethod classes, how list-shaped…
Create scenario files for testing migrated Output SDK workflows. Use to set up test inputs in the scenarios/ subfolder.
Orchestrate Delivery Track flow with test-driven development, quality gates, and iteration assessment
Use when designing, reviewing, or debugging Salesforce Flows from an Admin perspective. Triggers: 'flow', 'automation', 'record-triggered flow', 'screen flow', 'scheduled flow',…
Orchestrate comprehensive test strategy with test suite execution, coverage validation, defect triage, and regression analysis
Use when defining or reviewing test strategy for Salesforce Flow, including Flow Tests, debug runs, path coverage, test data, and explicit validation of fault paths and custom…
Use when writing or refactoring Kotlin tests that need assertions, including JUnit tests, Wow/SagaSpec tests, JDK types, nullable values, collections, maps, time values, futures,…
Tenzir Python coding standards and tooling setup. Use when writing python code, running ruff/mypy/pytest, encountering pyproject.toml/uv.lock, or setting up a new Python project.
Use when investigating test suite issues, reducing CI/CD time, identifying brittle tests, finding test duplication, or analyzing test maintenance burden - reveals test code…
Add alpha blending, alpha testing, or additive blending to an SDL GPU project. Configure blend state, sort transparent objects, and set up clip/discard for cutout transparency.
Standard test protocol for a new/changed Forge skill: activation-test (trigger vs near-miss phrases, target >=95%) + opt-in fresh-session A/B benchmark.
Architectural patterns beyond fat models — form objects for multi-model form binding, query objects for complex AR querying, presenters / decorators for view logic.
Test WordPress form submissions and email delivery. Validates contact forms, checks WP Mail SMTP configuration, and sends test emails.
Triggers: architecture review, FPF, functional programming framework, systems architecture Architecture review using FPF (Functional Programming Framework) methodology.
Triggers: architecture review, FPF, functional programming framework, systems architecture Architecture review using FPF (Functional Programming Framework) methodology.
Configure Framer CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Framer tests into your build…
Create a minimal working Framer example. Use when starting a new Framer integration, testing your setup, or learning basic Framer API patterns.
Configure Framer local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle…
You are a dependency management expert specializing in safe, incremental upgrades of project dependencies.
Use when you need to implement acceptance tests from a Gherkin .feature file for Micronaut applications — @acceptance scenarios, @MicronautTest, HttpClient, BaseAcceptanc — from…
Use when you need to write or improve integration tests for Micronaut — @MicronautTest, HttpClient, TestPropertyProvider with Testcontainers, transactional test mode wher — from…
Use when you need to write unit tests for Micronaut applications — Mockito-first with @ExtendWith(MockitoExtension.class), @MicronautTest with @MockBean, HttpClient @Clie — from…
Use when building or reviewing core Quarkus applications with CDI beans and scopes, SmallRye Config and profiles, lifecycle, interceptors and events, virtual threads, and — from…
Use when you need to implement acceptance tests from a Gherkin .feature file for Quarkus applications — including @acceptance scenarios, @QuarkusTest, BaseAcceptanceTest — from…
Use when you need to write or improve integration tests for Quarkus — including @QuarkusTest, Dev Services for automatic container provisioning, Testcontainers via Quarku — from…
Use when you need to write fast unit tests for Quarkus applications — including pure tests with @ExtendWith(MockitoExtension.class), @QuarkusTest with @InjectMock for ful — from…
Use when building API endpoints with @frappe.whitelist() in Frappe. Covers endpoint design, permission patterns, error handling, client integration, file uploads, background jobs,…
Analyze fraud detection systems including rule engines, ML scoring models, real-time transaction monitoring, alert triage workflows, false positive management, SAR/CTR regulatory…
Test Orient from a clean clone to validate the full development setup and test suite
DOM Testing Library patterns for behavior-driven UI testing. Framework-agnostic patterns for testing user interfaces. Use when testing any front-end application.
F# testing patterns with xUnit, FsUnit, Unquote, FsCheck property-based testing, integration tests, and test organization best practices.
Write comprehensive tests using Expecto for F# applications. Use when: "add tests", "write tests", "test X", "unit test", "testing", "verify", "Expecto", "test coverage", "TDD",…
Evaluate Christian AI applications against the 5 unofficial rules using a 20-question testing framework with scoring rubrics.
End-to-end workflow for feature requests, enhancements, refactors, and tasks. Covers planning, TDD implementation, verification, integration testing, and PR creation.
Generic autonomous QA suite for any project — reads a test plan (markdown file or inline spec), runs all tests using Chrome CDP + iterate cycles, fixes bugs found, and produces a…
Help developers complete projects from 70-100% to production-ready status. Excels at gap analysis, task decomposition, database design, API specifications, and testing strategies.
Design, implement, review, debug, and operate risk-based testing for full-stack software in any language or framework.
Complete testing pipeline — full test suite, test everything, automated and manual tests.
Complete testing workflow from site discovery to test automation with Qase integration. Use when user wants end-to-end testing setup for a website.