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Integrate Stripe payments and subscriptions into web applications, including trials, prorated plan changes, usage billing, customer portals, and invoices. Follow implementation patterns and local testing steps, with webhook signature checks and duplicate event handling to support reliable billing updates.

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• Add subscription checkout with a free trial
• Implement plan changes with a proration preview
• Add usage-based billing to a subscription product

Scope a Claude Managed Agent through six questions about its job, trigger, inputs, actions, success criteria, and recurrence. Produce a validated build sheet with configuration components, deferred features, and an evaluation plan, without requiring an API key.

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• Turn an agent idea into a concrete build plan
• Define success criteria before implementation
• Separate the initial scope from later integrations

Create or update Codex skills that package specialized knowledge, repeatable workflows, and tool instructions. The guide covers concrete use cases, folder structure, reusable resources, starter generation, and basic validation of names and required metadata.

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• Turning recurring work into a reusable skill
• Packaging company knowledge and API instructions
• Reorganizing an existing skill and its reference files

Develop cryptocurrency trading bots with Hummingbot documentation and code examples. Explore exchange connections, price and order book data, and strategies such as market making, which places buy and sell orders, or arbitrage across markets.

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• Developing a cryptocurrency trading bot
• Exploring market making and arbitrage strategies
• Checking exchange connection settings

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

Use CoinGecko API documentation to build cryptocurrency price trackers and market data integrations. The skill supports implementation and debugging for access to prices, market capitalization, trading volume, and historical data.

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• Building a cryptocurrency price tracker
• Integrating market capitalization and trading volume data
• Exploring how to retrieve historical prices

Build and manage local Paseo plugins that add screens, workspace panels, commands, themes, or searchable attachments. It also covers hooks, code triggered by lifecycle events, and backend handlers for custom integrations and agent configuration changes.

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• Add a custom screen or workspace panel
• Create slash commands and composer buttons
• Attach searchable external resources to prompts

Build Gemini API integrations on Google Cloud’s Agent Platform using the Google Gen AI SDK. Get guidance on authentication, text and media processing, structured JSON responses, function calls, caching, batch processing, and real-time voice or video interactions.

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• Adding Gemini to enterprise applications
• Processing images, audio, and documents
• Generating JSON in a specified format

Build AI features for Dart and Flutter applications with the Genkit Dart SDK. Provides code and documentation for conversational agents, reusable processing flows, prompt files, model integrations, interactive interfaces, and debugging through recorded execution traces.

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• Adding a conversational AI agent to a Flutter app
• Building AI processing flows in Dart
• Managing prompts in separate files

Automate Google Analytics administration through its Admin API. Manage accounts, properties, data streams, custom dimensions for additional analysis fields, event settings, and product links, with guidance on authentication and official client libraries.

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• List accessible accounts and properties
• Create properties and configure data retention
• Manage custom dimensions and key events

Set up and use Composio to connect AI agents with apps such as Gmail, Slack, and Notion. Selects guidance for personal accounts or product integrations, covering setup, app operations, troubleshooting, and migration.

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• Connect a personal AI agent to apps
• Integrate account connections into a product
• Diagnose failed connections or tool calls

Build repeatable DeepEval tests for AI agents, chatbots, and applications that retrieve documents to answer questions. Reuse or generate evaluation datasets, inspect failures, and improve prompts, tools, or retrieval through repeated evaluation runs.

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• Add repeatable quality tests for an AI agent
• Evaluate chatbot behavior across multiple conversation turns
• Generate evaluation datasets from documentation

Configure OpenTelemetry to send AI application traces, records of execution steps, to Confident AI. Reuse existing exporters, choose the regional endpoint, and add AI-specific attributes without requiring the deepeval Python package.

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• Send existing AI application traces to Confident AI
• Configure tracing for a non-Python AI application
• Choose the US or EU endpoint for an API key

Create or update Claude skills that capture specialized knowledge and repeatable workflows. Guides the organization of instructions, scripts, references, and templates, then covers initialization, validation, and packaging into a distributable skill file.

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• Turning recurring work into a reusable Claude skill
• Organizing internal knowledge and API instructions
• Revising an existing skill after practical use

Helps organize Slack channels, automate routine tasks, and build team integrations. Covers scheduled messages, alerts, approval workflows, and interactive messages using Workflow Builder and the Slack API, which lets programs work with Slack.

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• Organizing channels by team or project
• Sending deployment and monitoring alerts to Slack
• Building form and approval workflows

Organize work in Linear with clear issue ownership, priorities, completion criteria, and delivery plans. Helps structure cycles, meaning time-boxed work periods, define project milestones, and plan automated status updates through GitHub integrations or the GraphQL API.

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• Standardize issue descriptions and completion criteria
• Plan work in two-week cycles
• Set up incoming issue triage

Turn specialized knowledge and repeatable workflows into Codex skills. Follow guidance for defining usage examples, writing SKILL.md, organizing scripts and reference materials, validating the package, and improving existing skills through practical use.

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• Create a Codex skill for a recurring workflow
• Package company knowledge as reference materials
• Reorganize an existing skill and its supporting files

Create or update Codex skills that package specialized knowledge, repeatable workflows, and tool instructions. The guide covers concrete use cases, folder structure, reusable resources, starter generation, and basic validation of names and required metadata.

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• Turning recurring work into a reusable skill
• Packaging company knowledge and API instructions
• Reorganizing an existing skill and its reference files

Turn recurring tasks and specialized knowledge into reusable agent skills. Plan instructions and supporting files, generate a starting structure, refine existing skills, and validate and package the result as a distributable .skill file.

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• Turn a recurring workflow into an agent skill
• Organize reference documents and reusable templates
• Refine instructions in an existing skill

Help users discover and connect apps, then run available app tools through QM’s authenticated backend. It checks connection status, presents consent options, and keeps Composio project keys out of user-facing setup.

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• Browse available app integrations
• Connect an app needed for a task
• Reopen app connection setup

Find and call tools in connected services such as Linear and GitHub through superset mcp. This skill also helps diagnose connection and permission errors and access tools missing from an agent’s own tool list.

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• Check which tools a connected service offers
• Create a Linear issue through a connected account
• Diagnose authentication and permission errors

Guides building chatbots and tool-using agents with LangChain. Covers conversation history, model provider integration, and RAG, which retrieves relevant documents to inform answers, plus tracing to inspect application behavior.

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• Build a chatbot that remembers conversation history
• Create document question answering with source references
• Build an agent that uses custom tools

Build and debug Shopify themes, custom apps, and storefronts connected through APIs. The skill covers Liquid templates, app authentication, checkout extensions, performance improvements, and the configuration, testing, and deployment steps needed for implementation.

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• Customizing product pages and collection filters
• Building custom Shopify apps
• Creating independent storefronts with the Storefront API

Implement application security controls, including login, access permissions, password hashing, and input validation. The skill provides code, configuration requirements, and testing guidance for checking protections against unauthorized access, malicious input, and sensitive data exposure.

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• Implementing login with password hashing and rate limits
• Adding JWT validation and session protection
• Preventing SQL injection and malicious script execution