Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification.
Use when setting up debug logs and trace flags, reading Apex log output and log levels, running queries in the Developer Console, executing anonymous Apex, or using the Apex…
Automated PDF failure analysis and fixture generation. Takes failed PDF URLs, identifies breaking patterns, and generates minimal fixtures via fixture-tricky for regression…
Debug and diagnose Thread mesh networks and OpenThread Border Routers. Use when troubleshooting Thread connectivity, analyzing Router Advertisements, testing IPv6 reachability to…
Debug E2E tests by taking screenshots at key points to visually inspect application state.
Systematically debug issues with reproduction steps, error analysis, hypothesis testing, and root cause fixes.
Systematic debugging methodology - scientific method, hypothesis testing, and root cause analysis that works across all technologiesUse when "bug, debugging, not working, broken,…
Use when the user reports a bug they can't reproduce, asks where to start debugging, or mentions a Heisenbug / production-only failure.
Deconstructs complex problems using the 'Polymath Investor' framework with a 5-step cognitive chain (First Principles → Modular Isolation → Pareto Filtering → Cross-Domain Mapping…
Multi-agent investigation for stubborn bugs. Use when: going in circles debugging, need to investigate browser/API interactions, complex bugs resisting normal debugging, or when…
The single entry point for ALL design and specification work. Use when designing, specifying, architecting, writing a spec, writing an RFC, writing a design doc, or drafting a…
Use when growing an already-playable Godot game along a depth axis (systemic / content / run-meta) without regressing proven behavior.
Configure Deepgram local development workflow with testing and mocks. Use when setting up development environment, configuring test fixtures, or establishing rapid iteration…
Expert knowledge for DeFi/MEV bot development including critical pitfalls, backtesting realities, AMM mechanics, MEV extraction strategies, and production failure modes
Root-cause flaky or failing E2E tests from a specific CI run by downloading and analyzing the Playwright HTML report (traces, screenshots, errors).
Automatically gather flaky E2E tests from recent CI runs on the main branch and from recent PRs by wwwillchen/keppo-bot/dyad-assistant, then deflake them.
Test-Driven Development patterns for testing AI deliberation features. Use when adding new deliberation features, adapters, convergence detection, or decision graph components.
Execute one stage from your master checklist: spec review, implementation, testing, and PR open.
Compare reply rates, bounce rates, and positive reply rates broken down by inbox type (SMTP / Gmail / Outlook) for a Smartlead account.
Generate a detailed test plan covering scenarios, environments, data, and reporting for the release.
Deno 2 development workflow including testing with permissions and JSR package management. Use when working with Deno projects, setting up new Deno applications, or when the user…
Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches.
Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing.
Deploys a VirtualMCPServer configuration locally for manual testing and verification
Generates a strategically sequenced deposition outline for examining a defendant's HR Manager in employment litigation, covering witness background, policy compliance, employment…
Engineering design cycle covering requirements elicitation, specifications writing, constraint identification, iterative prototyping, and design communication.
Designs and implements testing strategies for any codebase. Use when adding tests, improving coverage, setting up testing infrastructure, debugging test failures, or when asked…
Desktop accessibility testing expert -- testing with NVDA, JAWS, Narrator, and VoiceOver screen readers, Accessibility Insights for Windows, automated UIA testing, keyboard-only…
Generate end-to-end tests for the complete Desktop Ethereal application, including UI interactions, system integration, and user workflows.
Generates Detox E2E tests for React Native apps in JavaScript. Gray-box testing framework with automatic synchronization. Supports local simulators/emulators and TestMu AI cloud.
Validation et qualité des données dans les pipelines. Se déclenche avec "data quality", "validation des données", "data contract", "schema validation", "Great Expectation — from…
MASTER Pinia task store debugging covering synchronization, CRUD operations, state persistence, IndexedDB conflicts, advanced state management, and complex store architecture.
Goroutine leak detection skill — detects goroutine usage in Go code, runs goleak to identify memory leaks, and dispatches ring:backend-engineer-golang to fix leaks and create…
Use when developing, testing, or adding new providers to yansongda/pay project. Covers commands, code standards, and provider implementation guide.
Crée des tests d'intégration pour vérifier l'interaction entre composants. Se déclenche avec "test d'intégration", "integration test", "tester l'API", "tester la DB", "te — from…
Load testing skill using k6 — generates tests following the Lerian k6 platform conventions for execution on Palantir (Self-Service Testing).
Structured SDLC workflow with 8 phases — requirements, design review, planning, implementation, testing, and code review.
Planifie et exécute des tests de charge et performance. Se déclenche avec "test de charge", "load test", "stress test", "performance test", "k6", "JMeter", "Gatling", "be — from…
Guide la pratique du Test-Driven Development pas à pas. Se déclenche avec "TDD", "test driven", "red green refactor", "écrire le test d'abord", "BDD", "behaviour driven" — from…
Chrome MCP browser testing. Console/network debugging, JS execution, GIF recording.
Analyse et améliore la couverture de tests d'un projet. Se déclenche avec "couverture", "coverage", "code coverage", "branches non testées", "améliorer mes tests", "dead code",…
Gate 3 of development cycle - ensures unit test coverage meets threshold (85%+) for all acceptance criteria using TDD methodology.
Guide for development and code tools skills including document processing, browser automation, testing frameworks, and IDE integrations.
COMPREHENSIVE Vue 3 development with Composition API, TypeScript, and advanced reactivity debugging. Create reactive components, handle props/events, implement lifecycle hooks,…
Essential development workflow agents for code review, debugging, testing, documentation, and git operations.
Essential development workflow agents for code review, debugging, testing, documentation, and git operations.
Testes unitários e de componente em Vue 3 com Vitest e Vue Test Utils. Cobre setup de ambiente, testes de composables, componentes SFC, mocks de stores Pinia e chamadas HTTP.
Use when working on Claude Code plugins (creating, modifying, testing, releasing, or maintaining) - provides streamlined workflows, patterns, and examples for the complete plugin…
Enforces TDD order in TASKS.md - Tests MUST be marked complete before Implementation tasks. Blocks violations in real-time.
Configure device matrix testing across real phones, tablets, and emulators. Sets up Firebase Test Lab, AWS Device Farm, or BrowserStack with smart device selection covering…
Probe and test SDR hardware capabilities (RTL-SDR, SDRplay, HackRF, etc.). Use when verifying device detection, discovering supported sample rates and gains, testing antenna…
Toolkit para interagir e testar aplicações web locais usando Chrome DevTools MCP. Suporta verificação de funcionalidade frontend, debugging de UI, captura de screenshots, análise…
Debug failures systematically by freezing feature work, reproducing the issue, testing hypotheses, applying the smallest fix, and rerunning verification.
When the user wants to build digital twins, simulate supply chain operations, or create virtual replicas for testing.
Resolve disagreements between agents or approaches using test-based adjudication. Use when agents disagree, when multiple valid approaches exist, when the user asks "which…
Phase 4 of disciplined development. Verifies implementation against design through unit and integration testing.
Automatically discover testing skills when working with testing. Activates for testing development tasks. — from engineering/testing
Use when implementing features or adding functionality - dispatches incremental-tdd-agent that enforces ONE test at a time, preventing batch test writing that defeats incremental…
Use when encountering bugs, test failures, unexpected behavior, errors, or performance problems - dispatches systematic-debugging-agent that enforces 4-phase process (root cause…
A five-director adversarial board that deliberates on plans, architecture decisions, and high-stakes proposals.