What is the 'Triadic' workflow mentioned in the skill?

It is a methodology that categorizes tasks into three roles: Julia for analysis (Ergodic), Babashka for transformation (Plus), and FFmpeg for rendering/output (Minus).

What is the primary purpose of the IES skill?

IES is designed to coordinate complex development environments and data analysis pipelines, specifically focusing on social network analysis and multimedia processing across multiple languages.

How does IES handle social media data?

It uses Babashka for data ingestion from APIs like Bluesky and stores the information in DuckDB, allowing for advanced SQL queries, sentiment analysis, and network mapping.

What tools are included in the IES environment?

The environment includes Babashka, Clojure, JDK 21, Julia, FFmpeg, Python 3.12, Tailscale for networking, and DuckDB for data management.

IES Topological Environment

Name: IES Topological Environment
Author: plurigrid

byplurigrid

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Data Science & ML

Orchestrates polyglot environments for social data analysis and multimedia processing using Clojure, Julia, and DuckDB.

IES (Integrative Environment System) is a specialized Claude Code skill designed for complex environment orchestration and social network analysis. It leverages Flox for sophisticated environment composition, integrating Clojure (Babashka), Julia, and Python into a unified, reproducible workflow. The skill excels at analyzing social media data via DuckDB, applying deterministic coloring schemes with Gay.jl, and managing multi-stage 'triadic' pipelines that combine data transformation, statistical analysis, and media rendering.

Key Features

01Deterministic color assignment and palette generation via Gay.jl and Gay.bb

02Triadic workflow coordination for multi-language data and media pipelines

03Polyglot environment management using Flox composition and nested manifests

04Advanced social network analysis with DuckDB integration and temporal versioning

05Integrated multimedia processing capabilities with FFmpeg and Python

067 GitHub stars

Use Cases

01Creating reproducible data science environments that combine Julia, Clojure, and Python

02Analyzing Bluesky social feeds to calculate interaction entropy and network graphs

03Generating color-coded data visualizations and media renders based on deterministic seeds

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi ies

For use in Claude.ai and ChatGPT

Download Skill