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Find source files with no matching test references by parsing code without building or running tests. Produces a source-to-test map and suggested test locations, helping plan test additions across supported programming languages.

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• List source files with no matching tests
• Choose locations for new test files
• Check source-to-test pairing after adding tests

Create or review Blazor components, reusable parts of a web interface. Covers passing data and events between parent and child components, content templates, asynchronous work, display states, and resource cleanup when components are removed.

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• Creating reusable Blazor interface components
• Reviewing data and event flow between parent and child components
• Implementing debounced actions and periodic updates

Inspect available APIs in Open-Science and find files, session status, and agent conversations within the current project. Check which host features are available before using them, and trace the inputs behind generated file versions.

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• Check which host APIs are available
• Find generated files and uploaded versions
• Inspect session status and conversation history

Investigate exposed source maps, configuration files, Git history, and API specifications on websites. The skill guides source reconstruction and artifact inspection to identify leaked secrets, internal routes, and build details during the initial stages of security research.

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• Checking source maps for exposed source code
• Inspecting public configuration files and Git history
• Mapping API routes from Swagger and OpenAPI specifications

Investigate cloud configuration weaknesses across AWS, GCP, and Azure, including public storage, exposed services, and leaked credentials. Find candidates in public information and JavaScript, then verify data access and permissions to establish practical impact.

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• Checking public access to S3, GCS, and Azure Blob storage
• Reviewing exposed serverless and managed services
• Assessing CloudWatch RUM guest role permissions

Investigate code errors through a structured process using reproduction steps, logs, and testable explanations. The workflow guides fault isolation, fixes, and follow-up checks, with common error patterns for Python, JavaScript/TypeScript, and Bash/Zsh.

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• Investigating an error using logs and reproduction steps
• Finding why code broke after a recent change
• Troubleshooting common shell script errors

Create and run BB workflows that coordinate multiple worker agents. Organize independent tasks into parallel stages, verify outputs, pass structured results between steps, and inspect execution progress using validated JavaScript workflow scripts.

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• Review multiple changes and verify each finding
• Process independent items through several stages
• Pass structured results between worker agents

Turn OpenAPI specifications, GraphQL endpoints, MCP servers, or custom JavaScript functions into bash commands and a JavaScript API. The skill guides implementation so agents can call these tools from the isolated execution environment provided by just-bash.

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• Generating bash commands from an OpenAPI specification
• Connecting GraphQL to a just-bash agent
• Calling MCP tools from bash or JavaScript

Compare two to four viable approaches against your requirements and constraints. See each option’s benefits, drawbacks, effort, risk, and ease of reversal, alongside a reasoned recommendation and next steps for the option you choose.

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• Choosing between a quick fix and a broader refactor
• Comparing caching approaches
• Deciding between TypeScript and JavaScript

Automate web tasks in an already-running Chrome session, including clicks, forms, and content extraction from signed-in pages. Use screenshots to guide actions and verify visible results, with remote browsers available for isolated work.

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• Extract content from pages that require sign-in
• Automate clicks and form interactions
• Check visible results with screenshots

Run Apache Tika in Docker to extract text from scanned PDFs and images or parse geospatial rasters. Choose the appropriate image, configure file access and memory, and check whether PDF text recognition actually ran.

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• Setting up text recognition for scanned PDFs
• Running Tika without installing Java locally
• Parsing geospatial raster files

Build tests with fast-check for TypeScript and JavaScript or Hypothesis for Python. Generate varied inputs to check rules code should always satisfy, discover edge cases, and simplify failing inputs into small examples for debugging.

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• Checking that encoding and decoding restore the original data
• Testing rules that sorting must preserve
• Generating inputs with complex constraints

Azure Identity library for Java authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applications.

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World-class Java and Spring Boot development skill for enterprise applications, microservices, and cloud-native systems. Expertise in Spring Framework, Spring Boot 3.x, Spring Cloud, JPA/Hibernate, and reactive programming with WebFlux. Includes project scaffolding, dependency management, security implementation, and performance optimization.

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Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. Use PROACTIVELY for JavaScript optimization, async debugging, or complex JS patterns.

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Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.

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Guide and execute the migration of asynchronous code from RxJava to Kotlin Coroutines and Flow. Use this skill when a user asks to convert RxJava (Observables, Singles, Completables, Subjects) to Coroutines (suspend functions, Flows, StateFlows).

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Migrate, modernize, and upgrade codebases to AWS. Run analysis on repos for tech debt, security vulnerabilities, and modernization opportunities. Transforms .NET Framework to .NET 8/10, mainframe COBOL to Java, VMware VMs to EC2, SQL Server to Aurora, and upgrades Java/Python/Node.js versions and AWS SDKs. Use when the user says "migrate .NET to AWS", "upgrade Java to 17/21", "modernize COBOL", "modernize mainframe", "move VMware to EC2", "convert SQL Server to Aurora", "upgrade Python version", "migrate AWS SDK", "transform this codebase", "analyze for issues", "find tech debt", "what tech debt", "security vulnerabilities", "CVEs", "what's wrong with my code", "assess my repos", "where do I start", "find what's outdated", "analyze my repos", "AWS Transform - continuous modernization", "continuous modernization" or "continuous-modernization". Don't use for infrastructure provisioning, CI/CD pipelines, or general coding tasks.

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Java security checklist covering OWASP Top 10, input validation, injection prevention, and secure coding. Works with Spring, Quarkus, Jakarta EE, and plain Java. Use when reviewing code security, before releases, or when user asks about vulnerabilities.

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Systematic code review for Java with null safety, exception handling, concurrency, and performance checks. Use when user says "review code", "check this PR", "code review", or before merging changes.

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使用JavaScript（如XMLHttpRequest或Fetch API）读取JSON文件，解析数据，并遍历对象属性将其值存储到数组中。适用于需要从JSON结构中提取所有值的场景。

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提供JavaScript代码，将字符串变量（如Vue3中的ingredients.value）中的所有中文逗号（，）替换为英文逗号（,），用于数据清洗或格式统一。

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将JavaScript对象转换为URL查询字符串（key=value格式）并拼接到基础URL中。

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分析Java代码片段以判断特定变量（如URL、API接口）是否可控，通过追踪数据来源和流向评估安全风险。

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