elder-pliniuselder-pliniusCommunityยท1 Agent Skills Included

GLOSSOPETRAE

Generate constructed languages and test hidden AI communication channels

Generates complete constructed languages from a single seed, including grammar, vocabulary, writing systems, and audio. Tests how AI models learn unseen languages and measures hidden communication channels between models. Removes manual experiment setup with ready-made benchmarks, validation harnesses, and raw result data for independent auditing.
npx skills add elder-plinius/GLOSSOPETRAE --all -g -y

All Skills in This Repository (1)

Pure Emerald Level Indicators

Frequently Asked Questions

FAQPage Schema
How to install GLOSSOPETRAE?โ–ผ

Run `npx skills add elder-plinius/GLOSSOPETRAE --all -g -y` in your terminal to install the skill globally.

What does GLOSSOPETRAE do?โ–ผ

It procedurally generates complete constructed languages and researches how AI models acquire them, including experiments on hidden message channels between models.

Can AI models learn a language they have never seen?โ–ผ

This project measures exactly that: frontier models go from 0% accuracy with no examples to near-perfect translation with about 8 example translations.

Does GLOSSOPETRAE work with Claude Code and OpenClaw?โ–ผ

Yes. It ships a standard SKILL.md that runs in Claude Code, OpenClaw, Codex CLI, and other compatible agent platforms.

Is GLOSSOPETRAE safe to use?โ–ผ

It is a research release containing dual-use modules like steganography and tokenizer exploitation, so review the code and use it only for legitimate security research.

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