Master FluentValidation patterns for ABP Framework including async validators, repository checks, conditional rules, localized messages, and custom validators.
Upgrading an existing app or website to premium quality without breaking it. Audit first, identify the AI smell (indigo gradient, card-in-card, cramped spacing), surgical edits…
Framework-free form validation using HTML5 Constraint Validation API enhanced with Zod for complex rules. Use when building forms without React/Vue or for progressive enhancement.
Form handling with Formisch, the type-safe form library for modern frameworks. Use when the user needs to create forms, handle form state, validate form inputs, or work with…
Work with the full set of Maxwell's equations in integral and differential form to analyze electromagnetic fields, waves, and energy transport.
Apple Foundation Models framework for on-device AI, @Generable macro, guided generation, tool calling, and streaming.
中文优先：用于基础模型on设备相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and…
Apply First Principles Framework (FPF) reasoning — principled problem design, variant generation, and evidence-based decisions.
First Principles Framework (FPF) — thinking amplifier. Use when user wants to think through a complex problem, architect a system, evaluate alternatives, decompose complexity,…
Expert on Aptos Framework (0x1 standard library) - account, coin, fungible_asset, object, timestamp, table, event, vector, string, option, error, and other core modules.
Internationales Handelsrecht: Rahmenvertrag (Framework Agreement) und Abrufaufträge (Call-Offs). Verhältnis Rahmen- zu Einzelauftrag, CISG-Anwendbarkeit auf Abrufaufträge,…
Expert on SpecWeave framework structure, rules, and spec-driven development conventions. Use when learning SpecWeave best practices, understanding increment lifecycle, or…
Skill thiết kế và scaffold automation framework hoàn chỉnh cho Playwright, Selenium, và Appium — bao gồm project structure, base classes, config management, reporting, và CI/CD…
Check codebase compatibility with target framework versions and generate migration paths
Переменные окружения PDF Vector Framework (.env pdf-framework). ТОЛЬКО при: ANTHROPIC__API_KEY, EMBEDDING__MODEL, QDRANT__URL, .env pdf-framework, профиль конфигурации…
Detects Solidity development framework (Foundry, Hardhat, or Hybrid) and adapts workflows accordingly.
Use when moving app-specific code into the waaseyaa framework — triggered by audit findings, pattern duplication across apps, or recognition that a capability belongs at the…
Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate.
Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate.
Startup protocol executed once at session start. Detects system instruction impulses, caches framework observations from memory graph, establishes temporal awareness, and…
Creates and lists framework issues on the canonical framework repo (tarrragon/claude) via gh CLI. Use when tracking a framework-level problem, error-pattern canonical reference,…
You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms.
Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous — from…
Meta-skill that coordinates all frameworks and skills throughout the project lifecycle, providing intelligent sequencing based on project patterns
Detect framework and tooling issues then suggest creating REPAIR- tasks to address them systematically - ANALYSIS-ONLY skill that identifies problems and proposes structured fixes
Choose the right agentic framework — LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI, Pydantic AI, AutoGen/AG2, LlamaIndex Workflows, Semantic Kernel, Mastra, DSPy,…
Tauri framework สำหรับสร้าง desktop และ mobile applications ด้วย Rust backend และ web technologies frontend
Tutor that produces working primers on GRC frameworks and roles. Adapts depth to the learner's background.
Approved frameworks and libraries for this codebase. Apply when selecting libraries, checking if a framework is approved, or fetching documentation for approved tools.
Use when you need to create a new Maven-based Micronaut 4.x project using SDKMAN-managed Java and Micronaut CLI tooling.
Use when you need data access with Micronaut Data — @MappedEntity, CrudRepository/PageableRepository, @Query with parameters, @Transactional services, projections, @Versi — from…
Use when you need to add or review Flyway database migrations in a Micronaut application — micronaut-flyway, db/migration scripts, flyway.datasources.* configuration, and — from…
Use when you need Kafka messaging in Micronaut — including @KafkaClient and @KafkaListener design, @Serdeable serialization, topic/partition strategy, TestPropertyProvider…
Use when you need to design, review, or improve validation in Micronaut applications — including Bean Validation on @Controller methods, @Body @Valid, query/path paramete — from…
Use when you need to create a new Maven-based Quarkus 3.x project using SDKMAN-managed Java and Quarkus CLI tooling.
Use when you need to add or review Flyway database migrations in a Quarkus application — quarkus-flyway extension, db/migration scripts, quarkus.flyway.* configuration, m — from…
Use when you need programmatic JDBC in Quarkus — Agroal DataSource, parameterized SQL, transactions, batching, and Dev Services.
Use when you need Kafka messaging in Quarkus with SmallRye Reactive Messaging — including channel/topic design, build-time Jackson serialization, typed @Channel/@Incoming,…
Use when you need data access with Quarkus Hibernate ORM Panache — including PanacheEntity / PanacheEntityBase, PanacheRepository, named queries, JPQL, native SQL, DTO pr — from…
CLI for Frappe Framework / ERPNext instances. Use when user asks about "Frappe", "ERPNext", "doctypes", "Frappe API", or needs to manage documents, files, reports, or call RPC…
Freya Rust GUI framework best practices, patterns, and conventions. Use when writing Freya components, hooks, elements, or working on a Freya project.
A portable, framework-agnostic discipline for type safety at the network edge of any React or React Native app.
Build accessible, responsive, and performant frontend components with design system best practices, modern CSS, and framework-agnostic patterns.
A portable, framework-agnostic discipline for the write path of any React or React Native app using a query/cache layer.
Editable frontend runtime rules for framework pages, stores, shared runtime namespaces, and reusable visual patterns.
A portable, framework-agnostic SEO system for any React or React Native-for-web frontend. Centralizes site metadata in one constants module, derives canonical URLs from a single…
Motion specialist — the 4-question Animation Decision Framework, easing curves, durations, springs, reduced-motion. Output in | Before | After | Why | markdown table.
Use when designing, querying, or troubleshooting the Financial Services Cloud data model — including managed-package (FinServ__ namespace) and Core FSC (standard objects, no…
Create or update a pull request with a concise, skimmable snapshot description. Use when opening a PR, writing or rewriting a PR description, or refreshing a PR description after…
Uses 1M context window to ingest an entire codebase and output a file-by-file migration plan. Supports JS to TS, React class to hooks, framework migrations, and more.
Automate the upgrade from GAIA v1 (workflow.xml engine) to v2 (Claude Code native plugin) — backup, migrate templates/memory/config, validate — and v2-to-v2 config reconciliation…
盖洛普带团队助手(管理者精简版):把盖洛普的循证管理框架,转化为一线管理者可立即落地的具体动作。 不做角色扮演、不堆砌政策理论,只回答"我负责的团队,该怎么带"。核心:你是团队体验的总开关(70%杠杆)、 扬长而非补短、给结果不给步骤、高频教练对话取代年度考核、认可要具体及时。…
盖洛普(Gallup)方法论顾问(企业文化部版):用盖洛普的循证 HR 框架帮企业文化/HR 部门做组织诊断、 调查设计、数据解读、机制设计和管理者赋能,不做角色扮演。主要面向"设计者视角"(怎么设计、分析、理解、 推动),也内含"赋能管理者"层。四大支柱:Q12 员工敬业度测量、CliftonStrengths 优势识别、…
Best practices for integrating game development frameworks and engines into projects
Expert advisor on GAMP 5 (2nd ed.) risk-based computerized system validation (CSV). Use whenever the user asks about GAMP software categories (1/3/4/5), how to categorize a…
Knowledge base from the GAO Cost Estimating and Assessment Guide (GAO-20-195G). Use for program cost estimating: the four characteristics of a reliable estimate (comprehensive,…
Use when designing the figures, tables, framework diagrams, and maps for a Global Environmental Change (GEC) manuscript, plus the required Highlights.
Sets up and extends Express REST API and MCP Server Framework projects from GitHub. Use when building a new backend, adding endpoints, CRUD services, models, routes, or MCP tools.
调用项目配置的文本模型生成 JSON 剧本（同时产出每个分镜的 image_prompt 与 video_prompt）。由 create-episode-script subagent 调用。读取 step1 中间文件和 project.json，输出符合 Pydantic schema 的剧本。
Diagnose genre problems and generate genre-specific elements. Use when genre promise is unclear, when elements feel misplaced, when secondary genres compete with primary, or when…