Domain routing and boundary guidance for authorized subdomain takeover testing, including dangling CNAME records, NS takeover, and cloud service takeover paths such as S3, Azure,…
Domain routing and boundary guidance for authorized XXE testing, including file read, SSRF, blind XXE, and parameter entity variants.
Integrate regression testing into CI/CD pipelines with baseline comparison and merge blocking on failure
Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language interpretation.
Design and prioritize a regression test suite so changes don't break what worked. Use when asked to plan regression testing, build a regression suite, decide what to re-test after…
Execute regression test suites via CI/CD, analyze results, classify failures, and produce GO/NO-GO release decisions.
Use when reviewing, designing, or modifying Java enterprise systems that may support financial entities, critical ICT services, third-party ICT provider integrations, or — from…
Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works,…
Plan and run pre-release OpenClaw plugin validation across bundled plugins, package artifacts, lifecycle commands, doctor/fix, config round-trip, gateway startup, SDK…
Publish SkiaSharp packages and finalize the release. Use when user says "publish X", "finalize X", "tag X", or "finish release X".
Run integration tests to verify SkiaSharp NuGet packages work correctly before publishing. Use when user asks to: - Test/verify packages before release - Run integration tests -…
Release and upgrade workflow for the knowledge-base plugin: versioning, docs, validation bundle, local testing, and user upgrade notes.
Component and system reliability prediction and analysis skill with MTBF/MTTF calculations, failure rate databases, FMEA/FMECA support, fault tree analysis, and accelerated life…
Build deterministic test fixtures and end-to-end scenario harnesses for ReLiS rewrite. Use when Claude Code needs reliable seed data, parity regression tests, and high-signal…
Create a minimal working Replit app with database, object storage, and auth. Use when starting a new Replit project, testing your setup, or learning Replit's built-in services…
Classify the current repository task and recommend one existing Repo Doctor Skill or an ordered workflow without executing it.
Final stage of /proctor. Renders TestResults + FixPRRef into a markdown report. In CI mode (PROCTOR_POST_COMMENT=1) posts the comment to the PR; in local mode saves the report to…
Use after a grill-change session is complete to turn the agreement record into an intent-first spec candidate and vertical TDD-ready issue briefs.
Response Time Analyzer - Auto-activating skill for Performance Testing. Triggers on: response time analyzer, response time analyzer Part of the Performance Testing skill category.
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical The Review of Economic Studies (REStud) manuscript — DID (incl.
Use when building, sharpening, or stress-testing the theoretical model in a The Review of Economic Studies (REStud) manuscript — whether a pure-theory paper or an empirical paper…
Reference for the retraining-worker service (port 8005): Celery app setup, subprocess worker pattern, retrain_model task, shadow accuracy testing, model version promotion to…
Build quick IRR/MOIC sensitivity tables for PE deal evaluation. Models returns across entry multiple, leverage, exit multiple, growth, and hold period scenarios.
Use when reviewing a technical analysis, design document, or specification from a performance perspective - checking missing indexes, N+1 queries, algorithm complexity, m — from…
Detects common LLM coding agent artifacts by spawning four parallel subagents over the project or changed files.
Check whether a change is ready for review by testing the claimed behavior, summarizing risk, and naming any gaps reviewers should know about.
Systemic review of test strategy and coverage. Use when tests feel weak, flaky, slow, or unclear — or when test-related code has changed.
Review test code for quality, design, and completeness after implementing a feature or fixing a bug. Use when the user asks to "review my tests", "check my test quality", "are…
深度 review 另一個 AI agent (Cursor, Copilot Agent, Gemini CLI, ChatGPT, 其他 Claude session 等) 或 AI-輔助同事完成的 code 變更，從 reviewer 角度驗證實作正確、能 work、品質達標。 觸發情境包含使用者說「同事用 AI 寫了 X，幫我…
Use when results may be fragile or when multiple-testing / out-of-sample discipline is the bottleneck for a The Review of Financial Studies (RFS) manuscript.
Activate when: building a retirement/decumulation plan; setting cash buffers/withdrawal rates; stress-testing a plan; client near retirement; 'will they be okay if markets drop…
Rich Hickey — Clojure, \"Simple Made Easy,\" immutability, hammock-driven design, decomplecting. Use when you want code review, architecture advice, or opinions in the style of…
Führt durch Risikoklassen: Maschine, Sicherheitsbauteil, Hochrisiko-KI, Medizinprodukt, Verbraucherprodukt, kritische Infrastruktur, Beschäftigtendaten im Robotik-Recht.
Complete trading risk management, portfolio construction, performance tracking, and quantitative stress testing — all in one skill. The safety layer for all trading decisions.
Use when building VaR models, stress testing portfolios, Monte Carlo simulations, or implementing enterprise risk management - covers market risk, credit risk, and operational…
Use when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply, entry,…
Master skill for parallel subagent-driven execution with automatic fallback to single-agent sequential mode.
Generates Robot Framework tests in keyword-driven syntax with Python. Supports SeleniumLibrary, RequestsLibrary, and custom keywords.
Use when building or testing RTL in ROHD (Dart), rohd_bridge, or rohd_hcl and hitting hierarchy-violation errors, "Bad state: No element" at sim setup, co-simulation failures,…
QA coverage reference for build skills. Defines test pyramid (unit/E2E/visual/smoke), coverage requirements, and CI gates. Ensures quality assurance across all testing layers.
Framework-agnostic HTTP API route testing patterns, authentication strategies, and integration testing best practices.
Use when when you have implemented conditional routing logic in the GNPS_MASST codebase and need to verify that spectrum submissions with explicit domain-context selections (e.
RSpec testing best practices for Ruby and Rails applications, covering test organization, data management, and isolation patterns.
Use when writing, reviewing, or cleaning up RSpec tests for Ruby and Rails codebases. Covers spec type selection, factory design, flaky test fixes, shared examples, deterministic…
Use when writing RSpec tests for service objects, API clients, orchestrators, or business logic in spec/services/.
Writes and refactors RSpec specs following RSpec style guide: describe/context structure, let/subject order, shared examples, and one-expectation-per-example where appropriate.
RSpec testing for Ruby on Rails — pyramid shape (lots of model + request specs, fewer system specs), FactoryBot patterns, let vs let! vs before, shared examples, VCR for external…
Rstest patterns for Rspack-native unit testing with Preact. Trigger: When writing tests with @rstest/core, testing-library/preact, or configuring rstest.config.ts.
Ruby development guidelines covering idiomatic code style, Ruby 3.x features, testing with RSpec, and best practices for building maintainable Ruby applications.
Minitest patterns for Ruby and Rails: assertions, parallel tests, fixtures, and Rails 8 default test stack. Use when working in `test/` directories or Minitest-only projects.
RSpec 3 patterns: expectations, contexts, shared examples, factories, and request specs. Use when writing or fixing RSpec tests in Ruby or Rails projects.
Review Ruby test suites (RSpec and Minitest) for test smells using Gerard Meszaros' xUnit Test Patterns, thoughtbot's "Let's Not", and Sandi Metz's "Magic Tricks of Testing".
RSpec testing patterns for Ruby and Rails — factories, mocks, request specs, feature specs, VCR, and SimpleCov coverage.
Use when building, testing, or linting the Ruckus iOS app, regenerating the Tuist project, running tests, or adding new Swift files.
Jardis testing rules — Integration over Unit, mock only at port boundaries, mandatory process for failing tests (no assertion weakening), Phase-3 test patterns for generated…
AUTO-оркестратор 1С-задачи — прогон analyze→implement→test БЕЗ паузы на ревью первого этапа. ИСПОЛЬЗУЙ для /run-1c-task. Вход — JIRA-код / описание из чата / путь к папке ТЗ.
Design and execute A/B tests for ML models in production using traffic splitting, statistical significance testing, and canary/shadow deployment.
Execute natural-language browser regression tests with Playwright, caching, auto-healing, and multi-model assertion verification.
Run .NET tests with code coverage and display a summary. USE FOR: generating a coverage report for a test project, getting baseline line/branch coverage per class and method,…
Start the local development environment using .NET Aspire AppHost. Use to spin up all services locally for manual testing — runs PostgreSQL, NATS, Valkey, and all microservices…