Skill UI

A specialized technique for searching Asian dramas that frequently use multiple titles in various languages (Korean, Turkish, etc.). This method advises using the original language title or leveraging the 'alternative titles' pattern when standard English searches fail, significantly improving search discrimination and accuracy for global media content.

This skill teaches the methodology of forming concrete hypotheses about specific entities (such as film titles, director names, or historical events) when presented with constraints. Instead of performing broad, generic searches, users should leverage their world knowledge to narrow down possibilities, turning a wide query into a precise, verifiable search query. This is particularly effective for academic or historical research.

Arboreto is a powerful Python library designed for inferring Gene Regulatory Networks (GRNs) from various gene expression datasets, including bulk and single-cell RNA-seq data. It leverages advanced machine learning algorithms like GRNBoost2 and GENIE3. The library supports scalable, distributed computation using Dask, making it ideal for analyzing large-scale, complex transcriptomics datasets to identify critical transcription factor-target gene relationships.

Matplotlib is Python's foundational library for creating static, animated, and interactive visualizations. It provides fine-grained control over every plot element, supporting diverse plot types (line, scatter, heatmap, etc.) and complex multi-panel layouts. Users should leverage the object-oriented API for building robust, publication-quality figures and exporting them to formats like PNG, PDF, or SVG.

Polars is a lightning-fast DataFrame library built for Python and Rust, leveraging Apache Arrow. It provides an expression-based API and lazy evaluation framework for highly efficient data manipulation. It is ideal for complex data pipelines, large-scale ETL tasks, and migrating from Pandas due to its superior performance, parallel execution capabilities, and optimized query planning.

PyOpenMS is a powerful Python library providing bindings to the OpenMS platform for comprehensive mass spectrometry data analysis. It supports end-to-end workflows in proteomics and metabolomics, including feature detection, peptide/protein identification, quantification (label-free/isobaric), and advanced data processing. Users can leverage ready-to-run scripts for tasks like format conversion, accurate mass searching, and multi-sample quantification.

A comprehensive guide for developers to optimize performance when integrating Adobe APIs (Firefly, PDF, Photoshop). Techniques covered include implementing token caching, parallelizing asynchronous job submissions, leveraging response caching (LRU), and optimizing connection handling to minimize latency and maximize throughput.

Leverages the Anima SDK to convert visual designs from Figma into production-ready code across multiple modern frameworks (React, Vue, HTML). It supports clean TypeScript integration and Tailwind CSS styling, making it ideal for developers building automated design-to-code pipelines or rapidly prototyping complex UI components directly from design mockups.

A comprehensive platform for managing the entire fundraising lifecycle. Users can leverage AI to prospect ideal investors, automate outreach campaigns, establish secure deal rooms for document sharing, track due diligence progress, monitor key performance metrics, and finalize funding commitments, all within a single workflow.

Finta is a comprehensive workflow tool designed for managing investor relations post-fundraise. It streamlines the process of sending periodic, data-rich updates (including MRR, ARR, and burn rate) to all investors. Users can track complex cap table changes, model future dilution, and leverage a network feature to find warm introductions, ensuring professional and compliant communication with Limited Partners (LPs).

A comprehensive guide for startups to maximize Return on Investment (ROI) by optimizing operational costs and leveraging R&D tax credits. This skill covers strategies for improving bookkeeping efficiency, structuring employment (W-2 vs. contractor), selecting the optimal financial plan, and minimizing overall accounting complexity using Fondo's tools.

Provides comprehensive guidance on integrating with Hootsuite's event system. It covers setting up webhook endpoints, implementing secure signature validation, and handling various social stream events (e.g., message sent, post failure). Users can leverage this for building robust, API-driven integrations within the Hootsuite App Directory, including message status polling.