crossxwill/IML4Finance

edit-quarto-markdown-files

Edit Quarto (.qmd) and Markdown (.md) files with proper nested code block handling to prevent parser errors and truncated output; standalone utility with no skill dependencies.

quarto-qmd-cli-rendering

Render or build or compile Quarto .qmd files from the command line.

run-autogluon

Consolidated AutoGluon skill covering end-to-end TabularPredictor workflow (constructor, fit, predict_proba, fit_summary, save/load, set_model_best), binary threshold calibration and setting, sklearn wrapper integration, and monotonic constraints. Use for any…

create-plan

Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

algorithmic-art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather…

brand-guidelines

Applies a predefined brand color palette and typography rules to artifacts that need a consistent visual identity. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

canvas-design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work…

create-edit-agent-skill

Official skill generator for VS Code Agent Skills; scaffolds new skills with correct directory structure and validation, and is the upstream dependency for authoring or modifying any other skill in this repository.

doc-coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine…

docx

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use when the assistant needs to work with professional documents (.docx files) for: (1) Creating new documents,…

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components,…

internal-comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Use this skill whenever asked to write internal communications (status reports, leadership updates, 3P updates, company newsletters,…

pdf

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. Use when the assistant needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at…

pptx

Presentation creation, editing, and analysis. Use when the assistant needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any…

web-artifacts-builder

Suite of tools for creating elaborate, multi-component chat-embedded HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for…

xlsx

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. Use when the assistant needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with…

custom-sklearn-estimator

Build scikit-learn compatible custom estimators by following the official “rolling your own estimator” rules for __init__, fit/predict, validation, learned attributes, tags, and estimator checks; prerequisite for autogluon-sklearn-wrapper or any…

duckdb-parquet-lab-workflow

Use DuckDB to query Parquet files, inspect metadata, join tables, and convert results to pandas for analysis; commonly precedes ydata-eda-profiling for EDA on extracted tables.

fuzzy-augmentation-reject-inference

Build a Through-the-Door training set with reject inference using fuzzy augmentation, including PD-based sample weights; pairs with autogluon-tabularpredictor-fit for modeling the augmented data.

ydata-eda-profiling

Generate and compare ydata-profiling EDA reports with sampling, consistent random seeds, and HTML outputs; often follows duckdb-parquet-lab-workflow when data is queried from Parquet.