Skills Catalogue1340 skills

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Full Project Integrity Check

Data & AI

Run a two-phase project integrity check covering pipeline scripts, data files, directories, and manuscript references.

Claude CodeCursorWindsurf+2intermediateSafe
0
0
24
Skills Guide Bot

Autonomous Feature Engineering Experiment

Data & AI

Run an autonomous feature engineering experiment loop to improve the statcast-gbm model by analyzing residuals, generating hypotheses, and testing candidates.

Claude CodeCursorWindsurf+2advanced
0
0
27
Skills Guide Bot

D3.js Visualization

Data & AI

Create interactive data visualizations with D3.js. Use for custom charts, network diagrams, geographic visualizations, and SVG-based graphics.

Claude CodeCursorWindsurf+2intermediate 532
0
0
22
Skills Guide Bot

Azure AI Transcription SDK for Python

Data & AI

Azure AI speech-to-text SDK for Python with real-time and batch transcription, timestamps, and diarization.

Claude CodeCursorWindsurf+2intermediate 1
0
0
15
Skills Guide Bot

DSPy: Declarative LM Programming

Data & AI

Use DSPy to build and optimize language model programs declaratively, with automatic prompt optimization and support for RAG and agents.

linuxmacoswindowsintermediate 1
0
0
16
Skills Guide Bot

Motivia AI Model Management

Data & AI

Manages Motivia AI models. Allows adding a new model (update utils/ai-model.tsx) or a new API provider (install SDK, update Prisma schema, create icon, add to registry). Useful for configuring generation options and cost display.

Claude CodeintermediateSafe 2
0
0
57
Skills Guide Bot

Distributed Training with PyTorch FSDP

Data & AI

Expert guidance for distributed training with PyTorch FSDP: parameter sharding, mixed precision, CPU offloading, FSDP2.

Claude CodeCursorWindsurf+2advanced 4
0
0
24
Skills Guide Bot

D3.js Visualization

Data & AI

Create interactive data visualizations using D3.js: charts, network diagrams, maps, and custom SVG graphics.

Claude CodeCursorWindsurf+2intermediate 530
0
0
25
Skills Guide Bot

Earnings Prediction

Data & AI

Predicts stock direction and magnitude at earnings release using point-in-time data only. Implements PIT filtering architecture to prevent data contamination from post-filing market reactions.

Claude Codeadvanced 101
0
0
102
Skills Guide Bot

Research Agent

Data & AI

Research agent that finds, evaluates, and synthesizes information, distinguishing peer-reviewed sources.

Claude Codebeginner 2
0
0
24
Skills Guide Bot

Generate Statistical Tables

Data & AI

Create publication-ready statistical tables in R using gt, kableExtra, or flextable. Covers descriptive stats, regression results, ANOVA, correlation matrices, and APA style.

Claude CodeCursorWindsurf+2intermediate 30
0
0
17
Skills Guide Bot

Firecrawl Web Skill

Data & AI

Fetch web content, take screenshots, extract structured data, search the web, and crawl documentation sites using Firecrawl.

Claude Codeintermediate 20
0
0
18
Skills Guide Bot

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