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SkillHub ClubAnalyze Data & AIData / AI

moai-formats-data

A Python library focused on data format optimization, featuring a custom TOON encoding for 40-60% token reduction in LLM contexts, fast JSON/YAML processing via orjson, and schema-based data validation. Includes practical examples for common data handling tasks and warnings for anti-patterns.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
56
Hot score
92
Updated
March 20, 2026
Overall rating
A8.4
Composite score
6.2
Best-practice grade
N/A

Install command

npx @skill-hub/cli install modu-ai-cc-plugins-moai-formats-data
data-formatsserializationvalidationperformancellm-optimization

Repository

modu-ai/cc-plugins

Skill path: .claude/skills/moai-formats-data

A Python library focused on data format optimization, featuring a custom TOON encoding for 40-60% token reduction in LLM contexts, fast JSON/YAML processing via orjson, and schema-based data validation. Includes practical examples for common data handling tasks and warnings for anti-patterns.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Data / AI.

Target audience: Data teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: modu-ai.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install moai-formats-data into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/modu-ai/cc-plugins before adding moai-formats-data to shared team environments
  • Use moai-formats-data for data workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

moai-formats-data | SkillHub