“framework-specific”的搜索结果

依据共用规范审查和整理代码，检查命名、可读性、不直接修改原始数据的更新方式及错误处理，找出重复逻辑、过长函数与过度复杂的设计，便于后续维护。

• 审查现有代码的命名与可读性
• 整理过长函数与深层条件分支
• 统一新模块的编码规范

Create, modify, test, or package Python provider adapters, the components used for framework connections. Work covers framework dependencies, public imports, type inference, and provider metadata within python/providers, with a referenced workflow to consult before changes.

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• Create or modify a Python provider adapter
• Adjust framework-specific dependencies and public imports
• Work on type inference and provider metadata

Create and update Handsontable guide pages with consistent page metadata, headings, framework-specific examples, and sidebar entries. Follow the documentation site's writing conventions and generate JavaScript examples from TypeScript sources where required.

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• Adding a guide for a new feature
• Updating an existing guide's content and metadata
• Embedding examples for different frameworks

Framework-agnostic methodology for migrating a plugin, extension, or integration across a breaking upstream release — inventory coupling points, classify changes, stage the migration, and verify in layers. Use when upgrading any plugin from one host-framework version to another without access to framework-specific migration notes. Not a substitute for vendor release notes; contains no framework-specific facts.

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按照命名、不可变数据、异常处理、项目结构和测试等规范编写及审查Java服务，并从构建文件识别Spring Boot或Quarkus，应用对应框架的约定。

• 按规范审查Java代码
• 检查Optional和streams用法
• 整理包与项目结构

检查项目所用框架和库的版本，依据对应的官方文档实现代码，为设计决策提供来源链接，并标明已弃用的 API、未验证的方法及与现有代码的冲突。

• 依据所用版本的官方文档核对实现
• 创建附有来源的代码模板
• 检查代码是否使用已弃用的 API

Design and review web and mobile interfaces using searchable guidance on colors, fonts, layouts, charts, and interaction. Generate a consistent design plan, then apply framework-specific advice and checks for accessibility, responsiveness, and visual consistency.

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• Choose colors and fonts for a new app
• Design a dashboard and select suitable charts
• Review forms for accessibility and ease of use

Build table data processing with TanStack Table v9 while keeping data and column definitions stable. The skill guides type inference, which determines types automatically, row identity, optional features, and checks for missing APIs.

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• Set up the foundation for table data processing
• Troubleshoot column type inference
• Investigate missing APIs or optional features

Manage Table v9 state in Svelte 5, including pagination controlled by application code. Guides reactive reads that update the interface, getter and callback wiring, and the distinction between tracked values and one-time snapshots.

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• Control pagination from application state
• Show table state in a Svelte interface
• Investigate values that stop updating

Read and control Angular Table v9 state using signals, Angular's reactive values. This skill explains tracked reads, externally managed pagination, shared state, and update callbacks so table changes stay connected to templates and derived values.

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• Managing pagination with Angular signals
• Diagnosing table state that does not update the view
• Reading only the state needed by a template

Manage TanStack Table v9 state in React, including controlled pagination and subscriptions that update the UI when state changes. It also guides narrower rendering boundaries and fixes for React Compiler memoized components.

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• Control pagination with React state
• Fix table state changes that do not update the UI
• Limit which components rerender

Manage TanStack Table v9 state in Octane, including controlled pagination and subscriptions that keep the UI updated. It explains component subscription boundaries, stable external atoms for shared state, and how controlled updates reach the store.

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• Control pagination with Octane state
• Fix table state changes that do not update the UI
• Set up component subscription boundaries

Read and control Table v9 state in Preact, including pagination. Guides state subscriptions, which keep the interface updated, and externally managed state so table changes and controls stay synchronized while rerenders can be scoped to relevant values.

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• Control pagination from Preact state
• Fix table values that fail to update on screen
• Limit rerenders to selected state

Read and control TanStack Table v9 state in Vue while keeping updates synchronized with the interface. Covers reactive reads, externally controlled state, update callbacks, shared state containers, and component boundaries for rendering.

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• Controlling pagination with Vue refs
• Displaying table state through computed values
• Investigating state synchronization failures

Manage Table v9 state in Ember so table changes reach the screen. Covers tracked properties, external atoms that hold state, controlled updates, and where values must be read for Glimmer to track changes.

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• Fixing page numbers that do not update on screen
• Managing pagination through tracked properties
• Sharing table state through external atoms

Connect TanStack Table v9 state to lit rendering. Manage state such as pagination through reactive properties, choose which changes trigger component updates, and subscribe to selected state so individual template regions can update independently.

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• Manage pagination through reactive properties
• Choose which table state triggers component updates
• Update a template region independently

Connect Table v9 state to Alpine bindings and manage pagination from application code. Explains reactive reads, getter and callback setup, shared state atoms, and why some captured values fail to follow later updates.

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• Control pagination from Alpine state
• Display current table state in Alpine bindings
• Investigate stale values after state replacement

Implement reactive state reads and external control for Table v9 in Solid. Learn where to track changes, how to manage pagination state, and how to handle updater functions or shared state correctly.

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• Control pagination with Solid signals
• Investigate table updates that do not appear on screen
• Share table state through external atoms

Audit web applications for accessibility issues against WCAG 2.2 Level A and AA, the web accessibility standards. Get framework-specific code fixes, contrast checks, verification steps, and reports, with options for automated checks in development pipelines.

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• Audit a web application before release
• Fix contrast and keyboard navigation issues
• Prepare accessibility reports for stakeholders

Diagnose why an AI agent skips tools, passes incorrect arguments, or repeats calls. Get guidance on tool descriptions, schemas that define accepted inputs, execution flow, and mock tests before connecting to a real model.

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• Finding why an agent never calls a tool
• Fixing incorrect or missing tool arguments
• Investigating repeated calls or skipped steps

Investigate insecure deserialization, where restoring objects from stored or transmitted data can execute unwanted code. Covers multiple languages, input format recognition, vulnerable processing points, verification methods, and documentation of affected libraries and entry points.

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• Reviewing code that restores objects from external data
• Identifying serialized data in cookies and request bodies
• Assessing message consumers and admission webhooks

Provide language-specific reference files for test analysis skills. The catalog helps agents recognize test methods, assertions, skipped tests, waiting patterns, setup and cleanup hooks, external dependencies, and tagging capabilities across different frameworks.

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• Looking up assertion syntax for a test framework
• Checking skip annotations and setup or cleanup hooks
• Supporting test analysis across multiple languages

Advanced prototype pollution playbook — server-side RCE, client-side gadgets, filter bypasses, and detection techniques. Companion to ../prototype-pollution/ for basics. Use when you've confirmed pollution and need to escalate to code execution or find framework-specific gadgets.

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Scaffolds MCP App project structure with correct directory layout, dependencies, entry points, and framework-specific templates. Handles React (useApp hook), Vanilla JS, Vue, Svelte, Preact, and Solid.

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