Skill UI

End-to-end Neuropixels recording analysis covering SpikeGLX/OpenEphys/NWB loading, preprocessing, motion correction, Kilosort4 sorting, quality metrics, Allen/IBL curation, and AI-assisted visualization for extracellular electrophysiology.

scikit-bio provides a Python-native biological data toolkit for reading/writing FASTA/Newick files, manipulating sequences, building alignments and phylogenies, and calculating diversity metrics for microbiome and ecology workflows.

Toolkit for Python-based survival and time-to-event modeling with scikit-survival, supporting Cox models, ensemble learners, SVMs, and evaluation metrics for censored data.

Statsmodels is a comprehensive Python library dedicated to advanced statistical modeling and econometrics. It provides tools for rigorous statistical inference, including Ordinary Least Squares (OLS), Generalized Linear Models (GLM), mixed-effects models, and time series analysis (ARIMA). Use this skill for detailed diagnostics, coefficient estimation, hypothesis testing, and producing publication-ready statistical reports in fields like econometrics and biostatistics.

Provides open REST access to the U.S. Treasury Fiscal Data API so analysts can pull national debt, spending, revenue, interest rates, exchange rates, auctions, and savings bond statistics without an API key; useful for financial dashboards, debt tracking, and research involving federal fiscal metrics.

A comprehensive tool designed to analyze and understand audience demographics, engagement patterns, and behavior across major social media platforms including Facebook, Instagram, YouTube, and TikTok. By utilizing specialized Apify Actors, it extracts structured data on follower metrics, post engagement, and user behavior, providing deep insights essential for targeted marketing and content strategy development. Ideal for market researchers and digital marketers needing comprehensive user profiling.

This comprehensive tool uses Apify Actors to track and analyze content performance metrics across major social platforms like Instagram, Facebook, YouTube, and TikTok. It helps users measure engagement, calculate campaign ROI, and identify which content types or hashtags are performing best, providing structured data exports (CSV/JSON) and key insights for content optimization.

A comprehensive tool utilizing Apify Actors to discover and analyze Key Opinion Leaders (KOLs) and influencers across major social platforms, including Instagram, TikTok, Facebook, and YouTube. It allows users to evaluate authenticity, engagement rates, niche fit, and detailed performance metrics, making it ideal for targeted brand partnerships, campaign planning, and market research.

Access X data through the Xquik platform for tweet search, user and follower extraction, engagement metrics, giveaways, monitoring, webhooks, and 19 bulk tools via REST or MCP for AI agents.

Fast-reference component for SaaS finance metrics, providing formulas, benchmarks, and red-flag cues during reviews, meetings, or decision checks without deep explanations.

Use the Recommendation Canvas to vet AI product concepts by mapping business and customer outcomes, hypotheses, positioning, risks, and success metrics so you can make defensible investment recommendations.

Analyzes SaaS unit economics and capital efficiency to guide PMs and leaders on CAC, LTV, payback, burn, runway, and Rule of 40 trade-offs before scaling or fundraising.