system-type-ml-serving
Domain patterns for ML/AI serving and training systems — model serving, feature stores, training pipelines, experiment tracking, A/B testing, GPU scheduling,…
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 10-30 00:12
12,900 results
Domain patterns for ML/AI serving and training systems — model serving, feature stores, training pipelines, experiment tracking, A/B testing, GPU scheduling,…
Calculates targeted CRAP (Change Risk Anti-Patterns) scores for a named .NET method, class, or single source file. Use when the user explicitly asks to compute…
Provides file paths to language-specific reference files for the test ANALYSIS skills (assertion-quality, test-anti-patterns, test-gap-analysis,…
Audits existing test code in any language for anti-patterns and quality issues — produces a severity-ranked report (Critical / Warning / Info) with concrete…
Performs pseudo-mutation analysis on production code in any language to find gaps in existing test suites. Use when the user asks to find weak tests, discover…
Deep-dive audit using the full testsmells.org 19-smell academic catalog for tests in any language. Every finding maps to a named, citable smell from the…
Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues to perform root cause analysis and…
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check…
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing. Use when reviewing pull requests,…
Create and manage Minitap testing flow templates from a mobile app codebase. Use when user mentions "minitap testing flows", "create testing flows", "reconcile…
Automate iOS and Android apps on simulators, emulators and real devices, explore screens and write Mobilewright tests.
Test-Driven Development workflow specialist using RED-GREEN-REFACTOR cycle for test-first software development. Use when developing new features from scratch,…
moai-adk-go best-practices reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist).…
Review AI-authored code for its characteristic failure modes — plausible-but-wrong logic, hallucinated APIs, over-engineering, dead scaffolding, and silent…
Diagnose a bug systematically instead of guessing — reproduce, isolate, form hypotheses, and test them to root cause. Use when debugging, chasing a defect, an…
Pressure-test a business or side-hustle idea before you sink money and months into it — find the real demand, the risky assumptions, and the cheapest way to…
Stress-test a decision or claim through a sharp, fair Q&A — the questions a good lawyer or skeptical friend would ask before you commit. Use when asked to…
Write a letter to dispute an incorrect charge, bill, or record. Use when asked to dispute a credit-card charge, contest a bill or invoice, challenge a…
Turn a requirement or user story into clear, executable test cases. Use when asked to write test cases, test scenarios, a test suite for a feature, or to…
The wayfinder pipeline: the long route from a loose idea to merged code, stage by stage, and the test that picks it or /quick-change. Use when sizing a change,…
Execute complete user flow testing with Playwright MCP, testing end-to-end journeys through the application
Systematically test all pages for errors, functionality, and proper rendering using Playwright MCP
Execute comprehensive role-based E2E testing with Playwright, testing all user flows for each role
Create comprehensive E2E test plans with deep application analysis, navigation coverage audit, and browser-testable scenarios