Structures backtesting methodology with out-of-sample testing, cross-validation, and overfitting detection techniques.
Structures financial scenario analysis with assumption modeling, sensitivity testing, and decision frameworks.
Interprets exercise and pharmacologic stress tests with Duke treadmill score and nuclear findings. Use when reading stress tests, interpreting nuclear perfusion, or documenting…
Designs and executes portfolio and enterprise stress tests with scenario specification and result analysis.
Evaluates demand forecasts for toll roads, airports, and ports with independent engineer review and scenario sensitivity analysis.
Contextual confidence calibration — DEFLATE for One-Way Doors and RED zones, PROTECT for Two-Way Doors and fundraising, "How does this work step by step?" depth testing,…
Testing application configurations including environment variable validation, feature flag combinations, config file parsing, and default value verification.
Configure Vitest 4.x with correct pool architecture, coverage settings, and multi-project setup. Use when creating or modifying vitest.config files or setting up test…
Use when configuring the Confluence Cloud connection or testing it — creating ~/.confluence/config.json (baseUrl, email, API token) and verifying that the REST API works.
Use when when testing associations between metabolic features (from NMR or MS) and a phenotype of interest (e.g., BMI, disease status) in a cohort where age, gender, or clinical…
Conftest is a CLI tool that tests structured configuration data using the Open Policy Agent Rego language.
Conftest Policy Tester is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars).
Connection Pool Analyzer - Auto-activating skill for Performance Testing. Triggers on: connection pool analyzer, connection pool analyzer Part of the Performance Testing skill…
Framework for evaluating and selecting Consent Management Platforms (CMPs). Covers TCF v2.2 certification requirements, Global Privacy Control support, multi-regulation compliance…
Constant-time testing detects timing side channels in cryptographic code. Use when auditing crypto implementations for timing vulnerabilities.
Pre-flight verification for scheduling constraint development. Use when adding, modifying, or testing constraints to ensure they are properly implemented, exported, registered,…
Consult Gemini AI for architecture alternatives, design trade-offs, and brainstorming. Use when seeking different perspectives on design, evaluating architectural approaches,…
Apply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'.
Apply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'.
Tiered testing strategy (UI mock, auth stub, full-stack), fixtures, mocks, and test configuration. Handles test setup, Playwright E2E tests, pytest backend tests, mocking…
Fetch the latest, docs-grounded API details and best practices for a library/framework using Context7 MCP tools `resolve-library-id` and `get-library-docs`.
Guides continuous privacy compliance monitoring implementation including automated control testing, evidence collection automation, real-time compliance dashboards, alert-based…
Build a weekly cadence of customer touchpoints using Opportunity Solution Trees, assumption mapping, and interview snapshots.
Use when configuring Apex test execution in CI/CD pipelines, choosing test levels for deployments, parsing test results, or troubleshooting code coverage in automated builds.
Integrate automated testing into CI/CD pipelines for continuous quality feedback. Use for continuous testing, CI testing, automated testing pipelines, test orchestration, and…
Use when building conformance tests from specs, contracts, examples, or compatibility matrices. Triggers:
Contract-first testing approach using Pact, Spring Cloud Contract, or Dredd for ensuring API consumer-provider compatibility.
Contract Test Creator - Auto-activating skill for Test Automation. Triggers on: contract test creator, contract test creator Part of the Test Automation skill category.
Design consumer-driven contract testing strategies using Pact, verify provider contracts, and manage API evolution with contract-first approaches.
Design consumer-driven contract tests between services so an API provider can't break its consumers unnoticed — without slow, flaky full end-to-end environments.
Consumer-driven contract testing for SDK-API compatibility. Generate Pact consumer tests, verify provider contracts, configure Pact broker, and implement can-i-deploy checks.
Consumer-driven contract testing for microservices using Pact, schema validation, API versioning, and backward compatibility testing.
Implements API contract testing to ensure provider-consumer compatibility using Pact or similar tools.
Consumer-driven contract testing skill using Pact, covering consumer tests, provider verification, Pact Broker integration, and CI/CD workflows.
Use when writing, testing, or preparing ANY contribution or pull request to the JSONbored/awesome-claude (HeyClaude) repo — adding a community content entry (agent/MCP…
Designs and documents control testing procedures. Creates test plans, executes walkthroughs, and documents results for audit workpapers.
Convert C code to idiomatic C++. Use when migrating C projects to C++, translating C patterns to modern C++ idioms, or refactoring C codebases into C++.
The definitive guide for working with gastown's convoy system -- batch work tracking, event-driven feeding, stage-launch workflow, and dispatch safety guards.
Automated cookie consent validation using Selenium and Playwright. Covers banner interaction testing, consent state verification, tag firing audit after consent choices,…
Testing cookie and session management including secure flags, SameSite policy, session fixation, timeout behavior, and cross-domain cookie handling.
Use Squad to create human-directed specialist agents that persist in a repository, share decisions through files, and help coordinate implementation, testing, and review work in…
Coordinate software development work by analyzing requirements, delegating tasks to specialized sub-agents (developer, code-reviewer, tester), and synthesizing their work into…
Effective patterns for using GitHub Copilot to generate, refactor, and maintain test code including prompt engineering for test generation, Copilot Chat for debugging, inline…
Comprehensive testing and quality assurance specialist for ensuring code quality through testing strategies
Deploy a GPU workload on CoreWeave with kubectl. Use when running your first GPU job, testing inference, or verifying CoreWeave cluster access.
Deep expertise in cross-asset correlation regimes — how correlations shift across market environments, why diversification fails in crises, and how to identify true diversifiers.
Clean Architecture and Cosmic Python guidance for well-tested, layered Python systems. Use for designing Python projects with layered architecture (models, adapters, services,…
Spawn 5 Opus subagents with randomly-generated distinct personas to debate a problem from multiple angles.
Convene a "Council of Personas" — adversarial AI advisors (Red Team / Skeptic, Visionary, Operator / Pragmatist, Domain Expert), all powered by Gemini, that answer a question in…
Route code reviews to appropriate council members. Use when reviewing PRs, architecture decisions, or significant code changes that need expert perspective.
Analyze test coverage gaps. Use when user says "test coverage", "what's not tested", "coverage gaps", "missing tests", "coverage report", or "what needs testing".
CoVerify — commitment conservation verifier for MO§ES™. Extract commitment kernels, measure Jaccard similarity, detect ghost tokens, and classify commitment leakage.
C++ development guidelines for modern C++17/20 projects. Use when creating C++ classes, functions, headers, or working with CMake, templates, smart pointers, RAII, memory…
Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.
Advanced C++ testing patterns — parameterized tests, death tests, advanced gmock, matchers, test data factories, async/concurrent testing, CI/CD integration, Catch2, and…
Use when writing, reviewing, or debugging test classes for Salesforce CPQ (Steelbrick) functionality — including quote creation, price rules, contracting, ordering, and CPQ API…
Testing Craft CMS 5 plugins and modules with Pest — test isolation, database safety, and the markhuot/craft-pest-core harness.
Guide for creating Claude Code plugins that bundle skills, agents, commands, hooks, and MCP servers for distribution.
Create Playwright E2E tests for user flows. Use when testing complete user journeys, protected routes, form submissions, or cross-page navigation.
Use to create failing tests before implementing features (TDD approach). Ensures test-first development workflow.