How does it handle social media data?

It includes a pre-defined DuckDB schema and Babashka scripts designed for ingesting and analyzing Bluesky posts, interactions, and network entropy.

What is the primary purpose of the IES skill?

IES orchestrates a specialized environment for analyzing social network data and processing multimedia using a mix of Clojure, Julia, and Python.

What is Gay.jl in this context?

Gay.jl is a deterministic coloring system used within the environment to provide reproducible, seed-based visual identification for data points, posts, and packages.

What is the 'triadic' workflow?

It is a structured orchestration pattern where Julia handles analysis (Trit 0), Babashka handles data transformation (Trit 1), and FFmpeg handles media rendering (Trit 2).

Do I need to install dependencies manually?

No, IES uses Flox to automatically manage and activate the required packages like Clojure, Julia, and DuckDB within your workspace.

IES Polyglot Social Analytics

Name: IES Polyglot Social Analytics
Author: plurigrid

byplurigrid

•

Data Science & ML

Orchestrates a polyglot environment for social network analysis and multimedia processing using Clojure, Julia, and DuckDB.

About

IES is a specialized environment orchestration skill for Claude Code that integrates Clojure (Babashka), Julia, and Python to perform advanced social network analysis and multimedia processing. It leverages Flox for environment composition, DuckDB for high-performance social data querying (specifically optimized for Bluesky), and the Gay.jl coloring system for deterministic data visualization. By implementing a triadic workflow (Ergodic/Plus/Minus), IES provides a structured approach to data ingestion, statistical analysis, and media rendering, making it an ideal tool for researchers and developers working with complex network topologies and social entropy.

Key Features

Deterministic triadic coloring system using Gay.jl and Gay.bb
Modular environment composition via FloxHub with nested inclusion support
Polyglot runtime integration for Clojure, Julia, Python, and FFmpeg
Built-in DuckDB schema for advanced social network and Bluesky data analysis
2 GitHub stars
Automated social data ingestion pipelines and temporal versioning queries

Use Cases

Managing complex development environments with reproducible variables and services
Analyzing Bluesky social graph entropy and user interaction patterns
Building triadic multimedia processing pipelines with FFmpeg and Julia

About

Key Features

Deterministic triadic coloring system using Gay.jl and Gay.bb
Modular environment composition via FloxHub with nested inclusion support
Polyglot runtime integration for Clojure, Julia, Python, and FFmpeg
Built-in DuckDB schema for advanced social network and Bluesky data analysis
2 GitHub stars
Automated social data ingestion pipelines and temporal versioning queries

Use Cases

Managing complex development environments with reproducible variables and services
Analyzing Bluesky social graph entropy and user interaction patterns
Building triadic multimedia processing pipelines with FFmpeg and Julia