gpt-researcher
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations. Use this skill when helping developers understand, extend, debug, or integrate with GPT Researcher - including adding features, understanding the architecture, working with the API, customizing research workflows, adding new retrievers, integrating MCP data sources, or troubleshooting research pipelines.
moodle-external-api-development
Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter validation, database operations, error handling, service registration, and Moodle coding standards.
hubspot-integration
Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubspot, hubspot api, hubspot crm, hubspot integration, contacts api.
meme-factory
Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+ popular templates with custom text and styling.
pubmed-database
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
cocoindex
Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers building ETL workflows for AI data processing, including embedding documents into vector databases, building knowledge graphs, creating search indexes, or processing data streams with incremental updates.
stable-baselines3
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.
pubmed-database
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
gpui-element
Implementing custom elements using GPUI's low-level Element API (vs. high-level Render/RenderOnce APIs). Use when you need maximum control over layout, prepaint, and paint phases for complex, performance-critical custom UI components that cannot be achieved with Render/RenderOnce traits.
speech
Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is out of scope.
hugging-face-evaluation
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.
react-grab-plugins
Guide for creating react-grab plugins, extending the API, and building agent integrations. Use when working with react-grab plugin development, creating custom context menu actions, implementing lifecycle hooks, customizing themes, or building agent providers.
shopify-expert
Use when building Shopify themes, apps, custom storefronts, or e-commerce solutions. Invoke for Liquid templating, Storefront API, app development, checkout customization, Shopify Plus features.
Custom Workers
Create and run custom background analysis workers with composable phases. Use when you need automated code analysis, security scanning, pattern learning, or API documentation generation.
webf-native-plugin-dev
Develop custom WebF native plugins based on Flutter packages. Create reusable plugins that wrap Flutter/platform capabilities as JavaScript APIs. Use when building plugins for native features like camera, payments, sensors, file access, or wrapping existing Flutter packages.
rdc-rest-setup
Set up @data-client/rest for REST APIs. Creates custom RestEndpoint base class with common behaviors (auth, urlPrefix, error handling). Use after rdc-setup detects REST patterns.
rdc-graphql-setup
Set up @data-client/graphql for GraphQL APIs. Configures GQLEndpoint with auth and custom options. Use after rdc-setup detects GraphQL patterns.
shopify
Build Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and Liquid templating. Capabilities include app development with OAuth authentication, checkout UI extensions for customizing checkout flow, admin UI extensions for dashboard integration, POS extensions for retail, theme development with Liquid, webhook management, billing API integration, product/order/customer management. Use when building Shopify apps, implementing checkout customizations, creating admin interfaces, developing themes, integrating payment processing, managing store data via APIs, or extending Shopify functionality.
pamela-calls
Make AI-powered phone calls with Pamela's voice API. Create outbound calls, register custom tools for mid-call actions, handle webhooks, and build React UIs. Use when the user wants to make phone calls, integrate voice AI, build IVR systems, navigate phone menus, or automate phone tasks.
crisp
Customer support via Crisp API. Use when the user asks to check, read, search, or respond to Crisp inbox messages. Requires Crisp website ID and plugin token (authenticated via environment variables CRISP_WEBSITE_ID, CRISP_TOKEN_ID, and CRISP_TOKEN_KEY).
comfy-cli
Install, manage, and run ComfyUI instances. Use when setting up ComfyUI, launching servers, installing/updating/debugging custom nodes, downloading models from CivitAI/HuggingFace, managing workspaces, running API workflows, or troubleshooting node conflicts with bisect.
netpad
Manage NetPad forms, submissions, users, and RBAC. Use when: (1) Creating forms with custom fields, (2) Submitting data to forms, (3) Querying form submissions, (4) Managing users/groups/roles (RBAC), (5) Installing NetPad apps from marketplace. Requires NETPAD_API_KEY for API, or `netpad login` for CLI.
quickbooks
Manage QuickBooks Online accounting - invoices, customers, payments, and reports via Intuit API.
twilio
Send SMS, make voice calls, and manage WhatsApp messages via Twilio API. Use for notifications, 2FA, customer communications, and voice automation.
stripe
Stripe payment platform integration. Manage payments, subscriptions, invoices, and customers via Stripe API.
ga4
Query Google Analytics 4 (GA4) data via the Analytics Data API. Use when you need to pull website analytics like top pages, traffic sources, user counts, sessions, conversions, or any GA4 metrics/dimensions. Supports custom date ranges and filtering.
intercom
Manage customer conversations, contacts, and help articles via Intercom API. Send messages and manage support inbox.
fliz-ai-video-generator
Complete integration guide for the Fliz REST API - an AI-powered video generation platform that transforms text content into professional videos with voiceovers, AI-generated images, and subtitles. Use this skill when: - Creating integrations with Fliz API (WordPress, Zapier, Make, n8n, custom apps) - Building video generation workflows via API - Implementing webhook handlers for video completion notifications - Developing automation tools that create, manage, or translate videos - Troubleshooting Fliz API errors or authentication issues - Understanding video processing steps and status polling Key capabilities: video creation from text/Brief, video status monitoring, translation, duplication, voice/music listing, webhook notifications.
easyverein-api
Work with the easyVerein v2.0 REST API (members, contacts, events, invoices, bookings, custom fields, etc.). Use for full API coverage: endpoint discovery, auth, request/response schemas, and example cURL calls.
freshdesk
Manage support tickets, contacts, and knowledge base via Freshdesk API. Create, update, and resolve customer issues.
beauty-generation-free
FREE AI image generation service for creating professional portrait images of attractive people with diverse customization options. Supports 140+ nationalities, multiple styles, and comprehensive character customization. Fast generation (3-5 seconds) with built-in content safety filters.
whatsapp-business
Send messages via WhatsApp Business Cloud API. Send templates, media, and interactive messages to customers.
segment
Track events and manage customer data via Segment API. Route data to destinations.
featurebase
Featurebase API for customer feedback, feature requests, changelogs, and support. Use for managing user feedback, tracking feature votes, responding to support requests, or publishing changelog updates.
shopify-developer
Complete Shopify development reference for Liquid templating, theme development (OS 2.0), GraphQL Admin API, Storefront API, custom app development, Shopify Functions, Hydrogen, performance optimisation, and debugging. Use when working with .liquid files, creating theme sections and blocks, writing GraphQL queries or mutations for Shopify, building Shopify apps with CLI and Polaris, implementing cart operations via Ajax API, optimising Core Web Vitals for Shopify stores, debugging Liquid or API errors, configuring settings_schema.json, accessing Shopify objects (product, collection, cart, customer), using Liquid filters, creating app extensions, working with webhooks, migrating from Scripts to Functions, or building headless storefronts with Hydrogen and React Router 7. Covers API version 2026-01.
azure-speech-to-text-rest-py
Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.
azure-monitor-ingestion-py
Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics".
azure-monitor-ingestion-py
Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics".
azure-speech-to-text-rest-py
Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.
customerio-common-errors
Diagnose and fix Customer.io common errors. Use when troubleshooting API errors, delivery issues, or integration problems with Customer.io. Trigger with phrases like "customer.io error", "customer.io not working", "debug customer.io", "customer.io issue".
customerio-upgrade-migration
Plan and execute Customer.io SDK upgrades. Use when upgrading SDK versions, migrating integrations, or updating to new API versions. Trigger with phrases like "upgrade customer.io", "customer.io migration", "update customer.io sdk", "customer.io version".
customerio-install-auth
Install and configure Customer.io SDK/CLI authentication. Use when setting up a new Customer.io integration, configuring API keys, or initializing Customer.io in your project. Trigger with phrases like "install customer.io", "setup customer.io", "customer.io auth", "configure customer.io API key".
customerio-rate-limits
Implement Customer.io rate limiting and backoff. Use when handling high-volume API calls, implementing retry logic, or optimizing API usage. Trigger with phrases like "customer.io rate limit", "customer.io throttle", "customer.io 429", "customer.io backoff".
customerio-performance-tuning
Optimize Customer.io API performance. Use when improving response times, reducing latency, or optimizing high-volume integrations. Trigger with phrases like "customer.io performance", "optimize customer.io", "customer.io latency", "customer.io speed".
Granola SDK Patterns
Zapier integration patterns and automation workflows for Granola. Use when building automated workflows, connecting Granola to other apps, or creating custom integrations via Zapier. Trigger with phrases like "granola zapier", "granola automation", "granola integration patterns", "granola SDK", "granola API".
create-mcp-servers
Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server that Claude should interact with via the MCP protocol. Supports both TypeScript and Python implementations.
pubmed-database
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
speech
Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is out of scope.