How do I install the Uralicnlp Lang Iso skill?

Run npx skillmds@latest add tomevault-io/uralicnlp-lang-iso in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Uralicnlp Lang Iso safe to use?

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Which AI agents work with Uralicnlp Lang Iso?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Uralicnlp Lang Iso free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Uralicnlp Lang Iso?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Uralicnlp Lang Iso by tomevault-io — Agent Skill

Name: Uralicnlp Lang Iso
Author: tomevault-io

Uralicnlp Lang Iso

morphologically analyze, lemmatize, translate, and generate __LANG_NAME__ words offline with bundled UralicNLP. Use when the user asks about __LANG_NAME__ (`__LANG_ISO__`) lemma forms, morphological tags, translations, or inflection/generation from an analysis string. Use when this capability is needed.

tomevault-io Updated Sep 17, 2026

File contents

LANG_NAME morphology

Quick start

1) Ensure dependencies are installed

If imports fail or this is the first run in the session, install UralicNLP:

python -m pip install -r scripts/requirements.txt

2) Use the CLI helper for deterministic results

All commands output JSON.

Morphological analysis:

python scripts/uralic_cli.py analyze --word mieʹcc

Lemmatize:

python scripts/uralic_cli.py lemmatize --word mieʹcen

Generate/inflect from a full analysis string:

python scripts/uralic_cli.py generate --inflection mieʹcc+N+Sg+Gen

Translate a lemma:

python scripts/uralic_cli.py translate --lemma mieʹcc

How to respond to users

Inputs to request (only when missing)

word or inflection string
lemma for translations
The language is fixed to LANG_NAME (__LANG_ISO__); do not ask the user to choose another language.

Output conventions

Prefer returning:
- analysis as a list of strings like mieʹcc+N+Sg+Nom
- lemmatization as a list of lemmas
- translation as the JSON value returned by the translation lookup
- generation as a list of surface forms
If the CLI returns { "error": ... }, explain what went wrong and suggest the next action, usually installing deps or checking that the bundled HFST-OL files are present.
This skill works offline by using the bundled HFST-OL files in scripts/. Do not rely on UralicNLP downloading models.

Script reference

scripts/uralic_cli.py: main entrypoint. Use it instead of rewriting code in-chat.
scripts/analyser-gt-desc.hfstol: bundled LANG_NAME analyzer model.
scripts/dict1.hfstol: first bundled LANG_NAME translation dictionary.
scripts/dict2.hfstol: second bundled LANG_NAME translation dictionary.
scripts/generator-gt-norm.hfstol: bundled LANG_NAME generator model.
scripts/requirements.txt: dependency list.

Source: mikahama/uralicNLP — distributed by TomeVault.

---name: uralicnlp-lang-isodescription: morphologically analyze, lemmatize, translate, and generate __LANG_NAME__ words offline with bundled UralicNLP. Use when the user asks about __LANG_NAME__ (`__LANG_ISO__`) lemma forms, morphological tags, translations, or inflection/generation from an analysis string. Use when this capability is needed.---# __LANG_NAME__ morphology## Quick start### 1) Ensure dependencies are installedIf imports fail or this is the first run in the session, install UralicNLP:```bashpython -m pip install -r scripts/requirements.txt```### 2) Use the CLI helper for deterministic resultsAll commands output JSON.- Morphological analysis:```bashpython scripts/uralic_cli.py analyze --word mieʹcc```- Lemmatize:```bashpython scripts/uralic_cli.py lemmatize --word mieʹcen```- Generate/inflect from a full analysis string:```bashpython scripts/uralic_cli.py generate --inflection mieʹcc+N+Sg+Gen```- Translate a lemma:```bashpython scripts/uralic_cli.py translate --lemma mieʹcc```## How to respond to users### Inputs to request (only when missing)- **word** or **inflection string**- **lemma** for translations- The language is fixed to **__LANG_NAME__** (`__LANG_ISO__`); do not ask the user to choose another language.### Output conventions- Prefer returning: - **analysis** as a list of strings like `mieʹcc+N+Sg+Nom` - **lemmatization** as a list of lemmas - **translation** as the JSON value returned by the translation lookup - **generation** as a list of surface forms- If the CLI returns `{ "error": ... }`, explain what went wrong and suggest the next action, usually installing deps or checking that the bundled HFST-OL files are present.- This skill works offline by using the bundled HFST-OL files in `scripts/`. Do not rely on UralicNLP downloading models.## Script reference- `scripts/uralic_cli.py`: main entrypoint. Use it instead of rewriting code in-chat.- `scripts/analyser-gt-desc.hfstol`: bundled __LANG_NAME__ analyzer model.- `scripts/dict1.hfstol`: first bundled __LANG_NAME__ translation dictionary.- `scripts/dict2.hfstol`: second bundled __LANG_NAME__ translation dictionary.- `scripts/generator-gt-norm.hfstol`: bundled __LANG_NAME__ generator model.- `scripts/requirements.txt`: dependency list.---> Source: [mikahama/uralicNLP](https://github.com/mikahama/uralicNLP) — distributed by [TomeVault](https://tomevault.io).

Frequently asked questions