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Build and manage Linux containers on Apple silicon Macs with Apple's container CLI. Run each container in its own lightweight virtual machine, and get guidance on images, networking, storage, and translating familiar Docker workflows to this tool.

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• Building container images from a Dockerfile
• Running Linux containers on an Apple silicon Mac
• Managing persistent volumes and container networks

Guide an authorized Android security assessment from app inventory and APK acquisition to decompilation, embedded secret checks, exposed component review, runtime inspection, and network traffic analysis. The skill provides documentation and examples rather than bundled executable helpers.

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• Inventory Android apps within an authorized scope
• Check APKs for embedded secrets and internal URLs
• Review exposed components and Firebase configuration

Set up ArgoCD to keep Kubernetes deployments aligned with configuration stored in Git, an approach called GitOps. Follow guidance for multiple environments, automatic synchronization, deployment ordering, access permissions, and troubleshooting differences.

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• Set up Kubernetes deployments driven by Git changes
• Manage staging and production configurations
• Configure synchronization order and pre-deployment jobs

Explore trends across Google Trends, Instagram, Facebook, YouTube, and TikTok using Apify data collection tools. Get a summary of emerging topics, hashtags, or sounds to guide content planning, with optional CSV or JSON exports.

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• Research search trends for content planning
• Track Instagram and TikTok hashtags
• Explore popular sounds and YouTube Shorts

Turn article ideas into hand-drawn, 16:9 illustrations featuring Grav, a floating character. Plan image placement and visual metaphors, then generate white-background sketches with sparse English labels and review their consistency.

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• Plan illustrations for a blog post
• Explain an abstract concept through a visual metaphor
• Keep illustration styles consistent across articles

Gather market research data from maps, social platforms, and travel sites using Apify Actors, tools for collecting online data. Summarize regional demand, pricing, and consumer insights, with chat results or CSV and JSON exports.

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• Investigating business density and regional demand
• Comparing marketplace prices
• Exploring consumer needs through social posts

Collect competitor data from Google Maps, Booking.com, and social or video platforms using Apify Actors, data extraction tools. Compare content, ads, reviews, pricing, and audience metrics, then receive structured results and strategic takeaways.

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• Compare competitors' social posts and video performance
• Benchmark hotel pricing and reviews
• Analyze competitors' ad content

Guide authorized API security assessments from endpoint discovery to documented findings. Use a staged workflow to examine authentication, access permissions, input handling, data exposure, and request limits across REST, GraphQL, WebSocket, and SOAP APIs.

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• Planning an authorized API security assessment
• Reviewing JWT and OAuth 2.0 authentication
• Checking permissions across users and roles

Search Apple Notes by meaning or exact text, discover related notes and unexpected connections, and synthesize ideas with citations. The skill guides local setup and tool selection, with on-device search and optional local or cloud language models for synthesis.

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• Find past notes by topic or exact phrase
• Discover unexpected connections between notes
• Summarize ideas with citations to source notes

Choose between REST, GraphQL, and tRPC based on who uses an API and how it is deployed. Define consistent responses, pagination, authentication, and versioning, supported by concrete request examples and failure cases.

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• Choose an API style for known clients
• Standardize response and error formats
• Design pagination for changing data

Find potential influencer partners across Instagram, Facebook, YouTube, and TikTok using Apify data extraction tools. Collect profile and engagement metrics, assess brand fit and authenticity signals, and present shortlisted candidates in chat or export data as CSV or JSON.

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• Finding creators in a specific niche
• Comparing follower counts and engagement
• Finding creators who mention a brand

Review system architecture and major design changes for scalability, resilience, and maintainability. Identify risks, compare design tradeoffs, and document recommendations and next steps across services, APIs, data storage, security, and deployment.

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• Reviewing microservice boundaries
• Assessing a move to event-driven architecture
• Comparing serverless and container deployment

Create output schemas, definitions of result fields and display settings, for an Apify Actor by inspecting its source code. Generate dataset and output files, add key-value storage definitions when needed, and update actor.json to reference them.

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• Creating output schemas for a new Actor
• Updating schemas after output fields change
• Configuring result table columns in Apify Console

Collect product details, prices, stock information, and customer reviews from supported online stores using Apify. Compare competitors, examine recurring quality complaints, discover sellers through Google Shopping, and export results as CSV or JSON.

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• Monitor prices and compare competing products
• Analyze reviews for recurring quality issues
• Find sellers across stores through Google Shopping

Build and debug Apify Actors, cloud programs for web scraping, automation, and data processing. Get guidance on language templates, input and output schemas, runtime code, local testing, and deployment, with practices for handling credentials and external data.

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• Creating an Actor for web scraping
• Defining Actor inputs and structured outputs
• Debugging an Actor with local test data

Implement controlled retries and request throttling for external APIs. Covers retryable errors, provider-specified waiting times, increasing delays with random variation, retry limits, and checks that repeating a request will not cause unintended duplicate changes.

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• Handle 429 and temporary server errors
• Respect Retry-After waiting times
• Limit outgoing API request frequency

Store and retrieve execution output, model responses, reports, and operation receipts in YYLO Ledger. Choose storage and retention settings, attach provenance describing the source, and verify immutable evidence using record identifiers and content digests.

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• Preserving test reports and execution output
• Recording AI responses with their source information
• Storing operational plans and contracts as evidence

Collect reviews, ratings, and brand mentions from map, travel, and social platforms using Apify Actors, ready-made data collection tools. View a few results in chat or export the full dataset as CSV or JSON for reputation tracking.

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• Reviewing customer feedback on Google Maps
• Collecting hotel reviews from travel platforms
• Tracking brand mentions and comments on social media

Find which companion skill to use next and in what order. This guide maps ideas, prototypes, requirements, issues, implementation, and session handoffs into practical workflows based on the current development situation.

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• Choose a starting point for a development idea
• Plan a build spanning multiple sessions
• Find a workflow for incoming bug reports

Clarify ambiguous requests before implementation by asking a small set of essential questions. Use concise choices and suggested defaults to agree on goals, scope, constraints, and completion criteria before starting work that depends on those answers.

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• Clarify a request with several plausible interpretations
• Agree on completion criteria before implementation
• Confirm compatibility requirements and scope

Define and deploy Azure infrastructure with ARM templates and Bicep, languages for describing cloud resources in files. Get guidance on reusable modules, resource dependencies, environment parameters, and previewing deployment changes before applying them.

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• Defining Azure networks and virtual machines in code
• Sharing modules across development and production
• Previewing infrastructure changes with What-If

Analyze audiences across Facebook, Instagram, YouTube, and TikTok using Apify Actors, tools that collect platform data. Gather follower, profile, or comment data, summarize audience characteristics and engagement patterns, and return results in chat, CSV, or JSON.

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• Understanding follower and profile characteristics
• Analyzing audience reactions through comments
• Exporting audience data as CSV or JSON

Review a repository’s architecture using Ontoly Software Graph, a map of code relationships. Explain module boundaries, package structure, dependencies, and architectural risks, with graph evidence and a stated confidence level.

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• Understanding a repository’s overall architecture
• Reviewing module boundaries and package structure
• Investigating dependency cycles and architectural risks

Convert existing scripts, CLI tools, or Crawlee projects into reusable Apify Actors, programs packaged as Docker images. Define JSON inputs and outputs, integrate the SDK, test locally, and deploy to Apify.

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• Turning an existing script or CLI tool into an Actor
• Migrating a Crawlee project to Apify
• Defining JSON inputs and structured outputs