Results for “java”

Azure AI Anomaly Detector SDK for Java workflow skill. Use this skill when the user needs Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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AI驱动的Java代码安全审计技能，实现系统化、高覆盖率的漏洞挖掘。使用场景： (1) 审计Java/Kotlin项目寻找安全漏洞（0day挖掘、代码审计、安全评估） (2) 企业级代码库的安全审计（支持大型项目） (3) 需要高质量、低幻觉率的安全审计报告 (4) CI/CD集成的前期漏洞发现 触发关键词：Java审计、代码审计、安全审计、漏洞挖掘、0day、安全评估、Java security audit、code review for security

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Modern Java practices: design, errors, concurrency, security, testing, tooling. Targets Java 21 LTS baseline; Java 25 LTS features called out explicitly. Use when writing or reviewing Java code.

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Analyzes Java/JAR malware (such as Adwind/jRAT-class cross-platform RATs) by inventorying the archive, reading the manifest entry point, detecting obfuscators and string encryption, and flagging suspicious runtime, reflection, and networking class usage. Activates for requests to analyze a malicious JAR, inspect Java malware, or identify a Java RAT.

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Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient".

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Use when 需要按 Alibaba Java Coding Guidelines（阿里巴巴 Java 编码规范）审查、生成或重构 Java、Spring、MyBatis、Maven、MySQL、SQL、日志、异常、安全或数据库相关代码。

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async/await、分割代入、スプレッド演算子、アロー関数、Promise、モジュール、イテレータ、ジェネレータ、関数型プログラミングパターンなどのES6+機能を習得し、クリーンで効率的なJavaScriptコードを書きます。レガシーコードのリファクタリング、モダンパターンの実装、JavaScriptアプリケーションの最適化時に使用してください。

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Java Javadoc best practices. Use when adding or reviewing documentation for Java types, methods, packages, and public APIs.

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Inspect Python and JavaScript dependency files for missing version constraints, duplicate entries, conflicting exact versions, and outdated Python compatibility packages. Get plain-language explanations and focused repair suggestions, with offline checks by default.

• Check dependency files before investigating installation failures
• Find outdated Python compatibility packages
• Review duplicate entries and conflicting exact versions

Run saved workflows and check their progress, with controls to pause, resume, or cancel execution. Also run JavaScript workflows that coordinate multiple agents and resume them using a recorded run ID.

• Run a saved workflow by ID
• Check progress and individual step outcomes
• Pause, resume, or cancel an MCP workflow

Find and fix JavaScript memory leaks that accumulate as people use a web app. Review event listeners, timers, retained page elements, and outdated asynchronous tasks, then explain how to verify cleanup in the browser.

• Investigating rising memory use during long sessions
• Reviewing cleanup when components are removed
• Canceling outdated requests after view changes

Inspect page HTML for metadata tags placed outside the head section, where page settings belong. Identify misplaced tags and guide fixes to templates or scripts that insert them into the body.

• Checking metadata placement after CMS plugin changes
• Finding metadata inserted into the body by JavaScript
• Reviewing robots, description, OG, and canonical placement

Review JavaScript libraries for outdated versions, known security flaws, and unnecessary size. Use performance measurements to identify costly dependencies, then recommend secure updates or lighter alternatives with specific files and requests to investigate.

• Checking dependencies for known security flaws
• Investigating libraries behind slow page loads
• Considering lighter library alternatives

Audit CSS class names for inconsistency and ambiguity, then organize them using BEM, a convention that names components, their elements, and variations. Check the rendered interface across screen sizes and interaction states when reviewing changes.

• Auditing inconsistent CSS class names
• Renaming component classes using BEM
• Separating utility classes and JavaScript hooks

Review JavaScript loops and replace suitable ones with standard array and object methods. Make transformations, filtering, and aggregation easier to understand, with practical explanations and browser checks to confirm that changes preserve the intended behavior.

• Refactoring manual loops into array methods
• Clarifying data transformation, filtering, and aggregation
• Reviewing object transformations and deep copying

Review HTML forms and JavaScript requests to find data sent over unencrypted HTTP. Check submission URLs, pages with implicit form destinations, and server redirects, then update endpoints to use HTTPS.

• Checking login form submission URLs
• Reviewing fetch() and XMLHttpRequest endpoints
• Checking forms without an action attribute

Find JavaScript code that changes existing objects or arrays, then replace those updates with modified copies. Review shared state and browser behavior to make data changes easier to trace and check fixes in context.

• Finding direct changes to shared objects
• Replacing push and splice with copy-based updates
• Reviewing state updates in client components

Review frequent JavaScript events and apply debounce, which waits until activity stops, or throttle, which limits execution frequency. Identify handlers causing sluggish interfaces or excessive API calls, and define browser checks for the fixes.

• Reduce repeated API calls from search inputs
• Review scroll and resize performance
• Choose between debounce and throttle

Audit how quickly a page shows its first text or image. Use performance measurements to identify blocking resources, slow server responses, and rendering delays, then recommend changes tied to the confirmed bottlenecks.

• Investigating slow initial page display
• Finding CSS and JavaScript that delay rendering
• Reviewing loading performance with measurements

Review JavaScript error handling in source code and browser behavior. Find unhandled asynchronous failures, improve logs with useful context, and add React Error Boundaries, components that handle rendering errors, so failures are handled explicitly and are easier to investigate.

• Reviewing error handling in asynchronous code
• Adding Error Boundaries to React components
• Improving logs for debugging

Write, review, and refactor React and Next.js code using performance guidelines from Vercel. Prioritized rules help identify sequential data requests, oversized JavaScript bundles, unnecessary re-renders, and other opportunities to improve loading and responsiveness.

• Reviewing React components for performance issues
• Improving data fetching in Next.js pages
• Reducing JavaScript bundle size

Plan and develop Android apps with guidance on technology choices, app structure, screen design, testing, debugging, performance, and releases. Covers native Kotlin and Java development alongside Flutter, RN, KMM, and hybrid approaches.

• Choosing an Android development stack
• Planning app structure and screen design
• Investigating crashes and memory issues

Set up a Quarkus application or REST API using Maven or Gradle. Check the Java environment, choose extensions for features such as databases or authentication, generate the project, and run it in development mode with live reload.

• Start a new Quarkus REST API
• Create a Maven or Gradle project
• Choose database and authentication extensions

Build and modify Java plugins for Minecraft servers running Paper, Spigot, or Bukkit. The skill covers commands, event handling, minigames, and saved player progress, with checks for configuration, task cleanup, and server API compatibility.

• Add server commands and event listeners
• Implement team battles and arena minigames
• Build quests, perks, and saved player progression