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Create or update API documentation from source code. Produce OpenAPI or Swagger specifications, endpoint descriptions, parameter tables, response examples, authentication guides, error references, and usage examples that explain how to call the API.

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• Create API documentation from source code
• Generate an OpenAPI or Swagger specification
• Document parameters, responses, and errors

Integrate PayPal into online checkout flows with one-time payments, subscriptions, refunds, and payment notifications. Includes client-side buttons, server-side payment handling, and sandbox testing to check the purchase flow before using live credentials.

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• Adding PayPal to an online checkout
• Setting up subscriptions and recurring billing
• Implementing refunds and payment notifications

Build Blazor interfaces with Microsoft Fluent UI components. The skill guides library setup, forms, selection controls, dialogs, notifications, and themes, and helps troubleshoot missing interface elements caused by provider configuration or JavaScript integration issues.

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• Setting up Fluent UI in a Blazor application
• Building forms with selection and autocomplete controls
• Adding dialogs and toast notifications

Generate a customizable AI prompt for finding representative examples in an existing codebase. Configure analysis depth, categories, and snippets so GitHub Copilot can produce exemplars.md with real file references and explanations of coding conventions.

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• Collecting existing code examples for team guidance
• Documenting patterns to follow when adding features
• Configuring the depth and format of a code example guide

Investigate suspicious URLs with URLScan.io by reviewing screenshots, redirects, page content, and network requests. Extract domains, IP addresses, and file hashes as indicators of compromise, then compare findings with threat intelligence sources.

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• Investigating suspicious links in emails
• Checking pages for brand impersonation and credential forms
• Tracing redirects and extracting domains, IPs, and hashes

Embed Zoom meetings in React Native iOS and Android apps using @zoom/meetingsdk-react-native. Get guidance on setup, authentication, joining and starting meetings, cleanup, and troubleshooting communication between JavaScript and native SDK components.

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• Adding Zoom meeting participation to a React Native app
• Implementing host meeting starts with ZAK
• Investigating iOS and Android setup or native bridge issues

Audit a public website for search visibility and AI readability, then prepare prioritized fixes, configuration files, and revised copy. For connected stores, review product listings and apply approved batches of updates to titles, descriptions, and SEO fields.

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• Audit a website for search and AI readability
• Prepare crawler settings and machine-readable business data
• Rewrite page titles, descriptions, and content

Write Workflow scripts that divide research, reviews, or migrations among agents. The reference explains parallel and staged processing, independent verification, failure handling, budgets, and resuming runs so the script has a clear execution structure.

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• Design a review workflow with independent verification
• Divide broad research among agents and combine findings
• Plan staged processing for a large migration

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

Debug local web and Electron apps through a persistent Playwright session in js_repl, an interactive JavaScript environment. Reuse browser connections while checking user interactions, visual states, screen sizes, and screenshots after changes.

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• Rechecking an interface after code changes
• Testing buttons and complete user flows
• Inspecting layouts at desktop and mobile widths

Write Python for n8n Code nodes to transform, filter, aggregate, and validate workflow data. Get guidance on reading input items, returning the required JSON structure, using standard library modules, and avoiding common errors within n8n's Python execution modes.

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• Transforming and filtering data in n8n with Python
• Calculating totals and basic statistics
• Extracting and validating text with regular expressions

Implement and debug Google OAuth 2.0 refresh tokens bound to a client key. Covers key generation, signed DPoP proofs that demonstrate key possession, and nonce challenge retries in WebCrypto and JavaScript environments.

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• Bind Google OAuth refresh tokens to a client key
• Debug DPoP proof signatures and nonce retries
• Plan a backend for a browser application using DPoP

Build conversations and workflows with the Gemini Interactions API on Gemini Enterprise Agent Platform. Follow Python or JavaScript examples for server-stored conversation history, streaming responses, structured JSON output, function calls, and background agent tasks.

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• Building chats that retain conversation context
• Displaying responses as they stream
• Returning JSON in a specified format

Automate web page tasks such as clicking, filling forms, uploading and downloading files, and taking screenshots. Work across tabs using a browser on the connected host machine or inside a Docker container.

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• Filling web forms and selecting options
• Uploading or downloading files through websites
• Capturing screenshots to inspect page appearance

Helps compile Rust and C into WebAssembly for browsers and servers. Covers JavaScript integration, WASI interfaces for accessing system resources, typed component connections, and practical ways to tune binary size, execution speed, and memory use.

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• Run Rust code in a browser
• Build portable server modules with WASI
• Connect components written in different languages

Write and review animation code using gsap.utils helpers. Convert scroll positions into animation values, constrain ranges, generate random values, snap positions to a grid, and handle element collections with reusable functions.

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• Mapping scroll position to movement or rotation
• Snapping animated positions to a grid
• Randomizing element positions and colors

Automate browser tasks through BrowserWing's HTTP API, from navigation and form filling to extracting search results. Inspect page structure to identify controls, capture screenshots, and run multiple actions in sequence.

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• Filling and submitting web forms
• Extracting search results and links
• Capturing screenshots and inspecting page structure

Troubleshoot browser automation when clicks, typing, scrolling, or page snapshots fail on complex websites. Inspect page structure and errors, apply waits or alternative interaction methods, and verify the fix on both problematic and simple pages.

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• Fix scrolling that misses a feed’s scrollable container
• Investigate clicks and text entry that have no effect
• Handle stalled or outdated page snapshots

Create an animated explainer poster with a pixel art mascot, moving Japanese or Chinese text, and a scrolling timeline. The retro layout uses CSS animation loops without JavaScript and can be recorded as video.

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• Creating a retro animated explainer
• Combining pixel art with moving Japanese text
• Preparing an animated poster for video recording

Test running Native SDK apps by checking readiness, inspecting windows, driving widgets, and checking communication between JavaScript and Zig. Includes repeatable canvas screenshots and basic integration tests to confirm that key app features work.

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• Checking app readiness and window state
• Testing widget input and interactions
• Comparing repeatable canvas screenshots

Work around file-writing errors caused by quotes, backticks, or JavaScript template literals using a temporary Python script. The workflow includes reading back each saved file to check its contents and removing the helper script afterward.

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• Recovering from write_file errors
• Saving TypeScript files containing template literals
• Writing multiple files with mixed quote styles

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

Find and install reusable HyperFrames blocks and effect components, then integrate them into an existing composition. Configure block timing and layer order, merge component HTML, CSS, and JavaScript, and adjust installation paths.

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• Find reusable blocks and components in the registry
• Add an installed block to an existing composition
• Merge effect snippets into HTML, CSS, and JavaScript