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Analyze pull requests and source code across multiple programming languages to identify complexity, security risks, and structural problems. Produce prioritized findings and structured review reports to guide code review decisions.

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• Prioritizing files for a pull request review
• Finding structural problems in source code
• Checking changes for exposed secrets and injection risks

Review Python, JavaScript/TypeScript, and Go code for security issues using guidance for the project's languages and frameworks. Get prioritized findings, suggested improvements, or help writing new code with safer defaults.

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• Review an existing application's security
• Create a report organized by severity
• Write new code with safer defaults

Build cryptocurrency exchange integrations with CCXT in JavaScript, Python, or PHP. The skill helps retrieve market data, manage orders, automate trading workflows, check exchange-specific capabilities, and investigate API errors using reproducible examples and logs.

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• Retrieve market data from multiple cryptocurrency exchanges
• Implement order management and trading automation
• Check support for stop-loss and take-profit orders

Review Python, JavaScript/TypeScript, and Go code for security issues using guidance for the project's languages and frameworks. Get prioritized findings, suggested improvements, or help writing new code with safer defaults.

中文简介正在准备中。当前显示英语简介。

• Review an existing application's security
• Create a report organized by severity
• Write new code with safer defaults

Build interactive dashboards, forms, and visualizations over the QM web interface using HTML, CSS, and JavaScript. Panels can send input to the conversation, update in place, or remain visible across sessions when requested.

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• Display an interactive dashboard over a conversation
• Collect input through forms and buttons
• Explore information through visualizations

Write Apache Cassandra distributed tests that simulate multiple nodes within one JVM, the Java runtime. The guide covers cluster setup, queries, node restarts, message dropping for failure scenarios, and troubleshooting problems caused by isolated class loading.

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• Writing read and write tests across multiple nodes
• Testing timeouts by dropping messages between nodes
• Verifying node replacement and restarts

Learn Apache Beam's core concepts through Java and Python examples. Understand distributed datasets, processing steps, pipeline execution, and time windows, with guidance on aggregation, late data, error handling, and sharing processing steps across languages.

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• Learn how Pipeline, PCollection, and PTransform fit together
• Understand grouping, aggregation, merging, and splitting
• Study time windows, output timing, and late data

Scans code for security vulnerabilities with CodeQL by tracing data across functions. Builds and checks analysis databases, models project-specific APIs, and saves findings in SARIF, a structured results format, with broad or focused scan options.

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• Scanning a codebase for security vulnerabilities
• Tracing untrusted input through custom APIs
• Choosing broad or high-precision security scans

Inspects compiled instructions and bytecode to identify timing risks in cryptographic code. Helps trace flagged operations back to secret data, distinguish false positives, and review fixes across compiler settings and target architectures.

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• Reviewing signing and encryption routines
• Checking division involving secret values
• Inspecting authentication tag comparisons

Inspect and edit Figma files through JavaScript using the Plugin API. Guides changes to text, layout, variables, and components, with incremental steps and visual checks to verify the resulting design.

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• Inspect pages, components, and variables in a Figma file
• Update text and colors across matching elements
• Adjust auto-layout containers and child sizing

Add word-by-word reveal animations to headlines and short copy, with each word fading in and rising once as it enters view. Includes implementation examples that account for screen readers, reduced motion, and disabled JavaScript.

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• Animating portfolio headlines
• Revealing hero copy as it enters view
• Adding subtle motion to section introductions

Build a burning-paper loading ring that keeps moving during heavy page setup. The skill covers background rendering, progress display, a smooth transition into the page, and support for reduced motion preferences.

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• Adding a burning-paper loading screen
• Keeping a loader moving during heavy JavaScript work
• Connecting loading progress to the page introduction

Review Apache Pinot changes against naming and API conventions, including public names, method signatures, REST endpoints, JSON fields, and documentation. Use it when adding or renaming elements exposed to other code or users.

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• Reviewing public class, method, or field names
• Checking new enum constants or DataType values
• Reviewing REST endpoints and JSON fields

Choose a programming language for a development task and find the corresponding language guide. This index maps web development, systems programming, automation, and security tools to options including Python, Go, Rust, TypeScript, Java, C/C++, and Shell.

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• Choosing a language for a web backend
• Finding guidance for frontend development
• Comparing languages for systems programming

Find language-specific guidance files for a code-testing pipeline. This reference catalog points agents to build and test commands, mocking patterns, common errors, and selected workflow examples across languages including .NET, Python, TypeScript, Go, and Java.

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• Finding test guidance for a project's programming language
• Locating build commands and test framework guidance
• Finding mocking patterns and common error references

Diagnose and fix .NET MAUI development environment problems involving SDKs, Java, Android tools, and platform requirements. The skill discovers required versions from NuGet metadata and checks the environment again after each fix.

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• Setting up a .NET MAUI development environment
• Investigating missing SDK or JDK build errors
• Checking the environment after SDK or OS updates

Add CSS animations to web interfaces using ready-made patterns for menus, modals, loading states, text changes, and more. It selects a suitable pattern, connects markup and any required JavaScript, and preserves reduced-motion support.

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• Adding opening and closing animations to menus and modals
• Animating loading placeholders and loaded content
• Adding transitions for changing text and numbers

Add a new safe-output message type to gh-aw, connecting configuration validation, Go parsing, and JavaScript rendering. Follow the required updates through tests, exports, documentation, and generated action bundles so the message reaches workflow output.

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• Add a new safe-output message type to gh-aw
• Support custom templates with placeholders
• Test default and customized message output

Build and extend JavaScript or TypeScript apps with TinyBase, keeping active data in the app runtime. The skill guides project generation, UI connections, data storage, and synchronization, with checks for reloads, two-client updates, and reconnection.

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• Generate a new TinyBase application
• Connect data schemas and UI components
• Keep saved data available after a reload

Write and improve Playwright tests for browser workflows, APIs, components, visual changes, and accessibility. Provides TypeScript and JavaScript patterns for selecting elements, waiting reliably, managing authentication and test data, and investigating intermittent failures.

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• Writing tests for login, forms, and CRUD workflows
• Improving tests that fail intermittently
• Checking visual changes and accessibility

Create Playwright tests for user workflows, APIs, and visual changes. Use TypeScript or JavaScript examples to choose reliable page elements, manage login state, diagnose intermittent failures, and configure automated test runs in CI.

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• Testing login, forms, and other user workflows
• Checking APIs, visual changes, and accessibility
• Diagnosing tests that fail intermittently

Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java development, microservices architecture, or performance optimization.

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Triage new issues in the Sentry `javascript` project by archiving non-actionable noise. Use when asked to "triage issues", "triage the javascript project", "archive non-actionable issues", "triage new frontend issues", or "clean up the sentry/javascript queue". Operates only on the sentry/javascript project, only archives (never resolves), and always archives with `untilEscalating`.

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Implement modern concurrency with Virtual Threads and Structured Concurrency in Java. Use when implementing Java Virtual Threads (Java 21), Structured Concurrency with StructuredTaskScope, CompletableFuture pipelines, or debugging race conditions.

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