Testing Qa AI Skills

Finetune a pretrained KERMT encoder on a labeled CSV. Validate the checkpoint and data, prepare features, and run containerized training. Use a local checkpoint or optionally download a pinned Hugging…

Writes and migrates Swift Testing framework tests with @Test, @Suite, #expect, #require, confirmation, traits, withKnownIssue, Attachment.record, processExitsWith exit tests and capture lists,…

Diagnose and fix failing or degraded skills automatically - systemic-first triage, per-category playbooks, and a verification plan

5-layer agent output validation, I/O contract specification, vertical slice development, and test doubles policy with per-layer examples

UI interaction design patterns for skeleton loading, infinite scroll with accessibility, progressive disclosure, modal/drawer/inline selection, drag-and-drop with keyboard alternatives, tab overflow…

Fast test execution with Bun's built-in test runner including snapshot testing, mocking, code coverage, lifecycle hooks, DOM testing with happy-dom, and migration from Jest and Vitest to Bun test.

评测指定的 OpenYida 技能质量。输入技能名称，自动执行全链路闭环评测 （静态校验 → 路由测试 → 安全合规 → 覆盖度 → 多维评分 → 准出门槛 → 优化建议）， 生成评测报告和改进建议。不要触发本技能来执行其他 OpenYida 开发任务。

Assess nontrivial completion evidence.

Generate unit tests for untested branches and edge cases. Use when coverage is low, CI flags gaps, or a release needs hardening. Not for integration/E2E suites, framework migrations, or fixing…

Train or adapt a decision head when no existing model discriminates on your decision, and secure the labels that make it possible.

Claude Code MCP Dynamic Discovery: zero-config external tool integration. Automatically scans system configuration directories for active Model Context Protocol (MCP) servers and configures them…

Usar este skill al escribir nuevas funcionalidades, corregir bugs o refactorizar código. Aplica el desarrollo guiado por pruebas con 80%+ de cobertura incluyendo pruebas unitarias, de integración y…

Scaffold the test framework and CI — tests/ directory, engine test runner, GitHub Actions workflow. Once, before the first sprint.

Activate this skill when BenchmarkDotNet (BDN) is involved in the task — creating, running, configuring, or reviewing BDN benchmarks. Also activate when microbenchmarking .NET code would be useful and…

Use when the user asks to "watch my list health over time", "flag decaying / unengaged subscribers on a schedule", "why is my open rate drifting down / bounces creeping up", or "build me a…

CTO-level advisory - build vs buy decisions, tech debt quantification, team scaling, ADRs, technology evaluation (RICE), budget planning, TCO, vendor management, DORA/SPACE metrics

Web application security testing using BurpSuite for proxy-based interception, scanning, and manual penetration testing of web applications.

Agents should invoke this skill when planning tests from specs, architecture docs, PRs, risky changes, new features, bug fixes, or release work. Generates prioritized unit, integration, E2E,…

Help HR and business leaders think through future-of-work trends, including hybrid work models, AIs impact on jobs, evolving employee expectations, and flexible work policy design. Use when asked to…

Secure an agent system as a permission surface — what authority each tool call runs under, where the confused deputy sits, which controls are enforced outside the model and which are only prompt text,…

[omh] Hermes design orchestration workflow: prepare a bounded design direction, existing-lane composition, and executor-neutral handoff. Use when the user says: design-orchestration, design…

Assess fundability, positioning, fundraising narrative, timing, round size, instruments, valuation, dilution, milestones, and term negotiation, including devtools/AI infrastructure. Excludes deck…

Analyzes CUT&RUN (Skene Henikoff 2017) and CUT&Tag (Kaya-Okur 2019) chromatin profiling data. Handles SEACR vs MACS2 peak calling (with the btaf375 2025 benchmark guidance), pA-MNase vs pA-Tn5 vs…

Development tools, linting, and build config for TypeScript. Use when configuring ESLint, Prettier, Jest, Vitest, tsconfig, or any TS build tooling.

React Native, Expo, iOS and Android: labels, roles and touch targets.

Generates XCUITest UI tests for iOS/iPadOS apps in Swift. Apple's native testing framework for reliable, fast UI automation. Supports local simulators and TestMu AI cloud real devices. Use when user…

Use this skill when you need to test LLM behavior, failure modes, and evidence-based quality boundaries; triggers include llm testing.

One-time pipeline configurator. Inspects the repo (default branch, validation scripts, labels), asks a few questions, writes .ai/agentic.config.json — the file every other skill reads — installs the…

Canary deployment validation testing including traffic splitting, metric comparison, automatic rollback triggers, and health score calculation.

subagent-driven-development — Execute plans via delegate_task subagents (2-stage review).

Hunt the web failure classes that actually recur — broken access control, injection, XSS by output context, SSRF, unsafe deserialization and mass assignment, session and token handling, secrets…

Profile, diagnose, and improve Three.js or WebGL game performance without regressing gameplay. Use for frame-time drops, CPU/GPU pressure, draw calls, texture and geometry budgets, animation loops,…

Project Guidelines Skill (Example)

Design and run ADK evaluation, test, and debugging workflows for eval sets, JSON fixtures, event traces, sessions, and safe native verification.

Use this skill when you need to analyze logs into evidence, timelines, anomalies, and follow-up hypotheses; triggers include log analysis.

Expert-level Capybara acceptance testing skill for Ruby and Rails applications. Covers RSpec integration, DSL methods, scoping, Page Objects with SitePrism, JavaScript interactions, and database…

Compare captures; stitch lazy/animated pages.

Show ponytail's measured impact as a compact scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display, not a persistent mode, and not a per-repo number. Trigger:…

Keep credentials out of code, logs, bundles and history — one supply path, scoped per environment, rotatable on demand — and run the rotate-first response when one has already leaked. Use when adding…

昇腾 Triton 算子全流程开发编排。当用户需要从零开发 Triton 算子、进行端到端开发流程、或不确定该用哪个子 skill 时使用。自动编排：环境配置→需求设计→代码生成→静态检视→精度验证→性能评估→性能优化。关键词：全流程、开发编排、端到端、workflow orchestration。

Use when failover, timeout and gap-recovery paths have never actually run under fault; injects reproducible latency, message loss and simulated process death at an I/O boundary, behind an activation…

Package, deploy, and verify a playable Three.js or web game. Use for release builds, asset delivery, private/public deployment, production smoke tests, browser proof, release notes, rollback…

Compare current benchmark results against historical baselines to spot performance regressions. Use as an explicit/manual helper for build-to-build degradation review, not for broad optimization…

Writes complete, publication-grade figure legends that can stand on their own. Use when writing or revising figure legends for any scientific figure — bar charts, line graphs, scatter plots, box…

This skill should be used when user asks to "debug this UI", "verify a rendered frontend change", or "check responsive layouts". Diagnose visual and interaction problems, compare reference…

Discovers de novo motifs and tests known motif enrichment in ChIP-seq, ATAC-seq, or other peak sequences using HOMER, MEME-ChIP (STREME, CentriMo, TOMTOM, FIMO), monaLisa, and AME. Handles background…

Use when you need to write unit tests for Spring Boot applications — including pure unit tests with @ExtendWith(MockitoExtension.class) for @Service/@Component, slice tests with @WebMvcTest and…

Additional volume required after a price cut. Use when the task requires extra sales volume needed to maintain contribution. Apply this method to the specified inputs and verify the deliverable

Translate skills from one industry to another, identify transferable skills

Use when writing or stabilizing Playwright tests that drive a real browser through multi-step journeys — durable locators, web-first assertions, storageState auth, trace/retries, and flakes that only…

Verify publication figures with a render-then-check QA pass — data-fidelity against every underlying row, axis/label floor-and-ceiling legibility, bounding-box collision detection for overlapping…