cursor

Use automated tools to analyze code without executing it, catching bugs, security issues, and style violations early.

Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods. Apply this skill for rigorous statistical analysis, from simple linear regression to complex time series models and econometric analyses.

Transform overwhelming development tasks into manageable units by respecting cognitive limits, creating clear boundaries, and enabling parallel work. Tasks properly decomposed achieve 3x higher completion rates and 60% fewer defects.

Provide a curl-based interface to Tavily’s REST API for web search, extraction, mapping, crawling, and optional research. Return structured results suitable for LLM workflows and multi-step investigations.

Comprehensive web testing: unit, integration, E2E, load, security, visual regression, accessibility.

Design robust, scalable APIs using proven patterns for REST, GraphQL, and gRPC with proper versioning, authentication, and error handling.

Source details, install context, and public review data are available on the full page.

This skill defines the mandatory conventions and behavioral rules for developing cross-platform applications with Avalonia UI and the Zafiro toolkit. These rules prioritize maintainability, correctness, and a functional-reactive approach.

Fine-tune LLMs by training <1% of parameters using LoRA, QLoRA, and 25+ adapter methods.

Source details, install context, and public review data are available on the full page.

Use this skill when the user needs Lightning Web Components : LWC bundles, wire patterns, Apex/GraphQL integration, SLDS 2 styling, accessibility, performance work, or Jest unit tests.

Create specialized AI agents with isolated contexts for specific tasks.

Apple Watch is a personal, glanceable device worn on the wrist. Interactions are measured in seconds, not minutes. Every design decision must prioritize speed of comprehension and brevity of interaction.

Use this skill when integrating BFL FLUX APIs into applications for image generation, editing, and processing.

The proxy.ts file replaces middleware.ts from Next.js 15. Create it at the root or in /src :

Source details, install context, and public review data are available on the full page.

Retrieve real-time price quotes for commodities including precious metals, energy, and agricultural products using the Octagon MCP server.

This skill provides tools and guidance for extracting text from PDFs in formats suitable for language model consumption.

Generate images and videos using state-of-the-art AI models on fal.ai.

gRPC provides strongly-typed RPC APIs backed by Protocol Buffers, with first-class streaming support and excellent performance for service-to-service communication. This skill focuses on production defaults: versioned protos, deadlines, error codes, interceptors, health checks, TLS, and testability.

This skill turns implicit intent into an explicit, trackable artifact at the moment execution starts. It creates a lightweight intent contract, watches for scope drift while work is in progress, and closes each intent with a short resolution record.

This skill enforces rules for building production-quality PyQt6 desktop applications. The core principles are: strict MVC separation via signals/slots, never blocking the UI thread, centralized theming via QSS, and layout-manager-driven responsive design. These rules prevent the most common PyQt6 failures: frozen UIs,...

Search through previous sessions to find relevant decisions, approaches that worked, and approaches that failed. Queries two sources:

The Hugging Face Transformers library provides access to thousands of pre-trained models for tasks across NLP, computer vision, audio, and multimodal domains. Use this skill to load models, perform inference, and fine-tune on custom data.