Agent skill

Storm Model Liberator

by ReiKatari in ReiKatari/STORM_SWITCH

Обеспечивает хирургическое удаление векторов отказа (Weight-Space Abliteration) из локальных нейросетей, подготовку Uncensored моделей для реверс-инжиниринга, дизассемблирования и анализа…

GPL-3.0Auto-check passed

Install Storm Model Liberator

skills CLI
$ npx skills add ReiKatari/STORM_SWITCH --skill storm-model-liberator -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ReiKatari/STORM_SWITCH storm-model-liberator --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ReiKatari/STORM_SWITCH.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/storm-model-liberator .claude/skills/storm-model-liberator && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
storm-model-liberator
GitHub stars
116
Token cost
~356 tokens
SKILL.md length
132 words
Files
1
Skills in repo
12
Repo updated
First seen
Licence
GPL-3.0

At a glance

Обеспечивает хирургическое удаление векторов отказа (Weight-Space Abliteration) из локальных нейросетей, подготовку Uncensored моделей для реверс-инжиниринга, дизассемблирования и анализа…

  • Works in 3 steps: Хирургия весов (Weight Surgery & SVD… → Экспорт и квантование для локального… → Специализация под низкоуровневые задачи
  • SKILL.md covers Назначение and Ключевые возможности:
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Storm Model Liberator is an agent skill from ReiKatari/STORM_SWITCH. Обеспечивает хирургическое удаление векторов отказа (Weight-Space Abliteration) из локальных нейросетей, подготовку Uncensored моделей для реверс-инжиниринга, дизассемблирования и анализа низкоуровневых бинарников без ложных блокировок.

Its SKILL.md is about 360 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The licence is GPL-3.0.

Example prompts

  • “/storm-model-liberator”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Хирургия весов (Weight Surgery & SVD Abliteration)
  2. Экспорт и квантование для локального запуска
  3. Специализация под низкоуровневые задачи

What it can do on your machine

Read from SKILL.md and the folder at commit 3172698. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Storm Model Liberator loads about 356 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 132 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~356

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ReiKatari/STORM_SWITCH at commit 3172698, republished under its GPL-3.0 licence (© ReiKatari). 132 words, ~356 tokens.

Download SKILL.mdSave it as .claude/skills/storm-model-liberator/SKILL.md (or your agent's skills folder).
name
storm-model-liberator
description
Обеспечивает хирургическое удаление векторов отказа (Weight-Space Abliteration) из локальных нейросетей, подготовку Uncensored моделей для реверс-инжиниринга, дизассемблирования и анализа низкоуровневых бинарников без ложных блокировок.

STORM Model Liberator: Weight-Space Abliteration & Offline AI Engine

Назначение

Реализует математическое удаление векторов отказа (refusal vectors) из весов открытых LLM (Llama, Qwen, DeepSeek, Mistral) для беспрепятственного анализа защищенных форматов данных, ассемблерного кода (ARM64, x86_64), дампов памяти и криптографических алгоритмов в проектах эмуляторов и утилит STORM SOFT.

Ключевые возможности:

  1. Хирургия весов (Weight Surgery & SVD Abliteration):
    • Обнаружение направления отказа в слоях трансформера по контрастным парам активаций.
    • Ортогональная проекция и вычитание вектора отказа с сохранением 100% логических и аналитических способностей модели.
  2. Экспорт и квантование для локального запуска:
    • Автоматическая конвертация и квантование моделей в формат GGUF (Q4_K_M, Q8_0) для оффлайн-запуска через Ollama и Llama.cpp в STORM NEURO LIMITS.
  3. Специализация под низкоуровневые задачи:
    • Поддержка глубокого реверс-инжиниринга прошивок консолей, форматов ROM/NCA/PKG, JIT-компиляторов и кастомных NCE-патчей (STORM EDEN, STORM DS, STORM SWITCH BOX, STORM PS4 PKG).

© ReiKatari, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/storm-model-liberator of ReiKatari/STORM_SWITCH.

Open the folder on GitHubat commit 3172698

Compare with similar skills

Storm Model Liberator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Storm Model Liberator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Storm Model Liberator this skillReiKatari/STORM_SWITCH116—~356Automated safety check: PassGPL-3.0
Page Weightthedaviddias/Front-End-Checklist74k—~428Automated safety check: PassMIT
Maintain Spaceasgeirtj/system_prompts_leaks69k—~1.6kAutomated safety check: PassCC0-1.0
Organize Spaceasgeirtj/system_prompts_leaks69k—~1.6kAutomated safety check: PassCC0-1.0
Huggingface Spacessickn33/agentic-awesome-skills47k1 repos~3.9kAutomated safety check: PassApache-2.0
Copilot Spacesgithub/awesome-copilot40k1 repos~2.2kAutomated safety check: PassMIT

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Questions about Storm Model Liberator

What does Storm Model Liberator do?

Обеспечивает хирургическое удаление векторов отказа (Weight-Space Abliteration) из локальных нейросетей, подготовку Uncensored моделей для реверс-инжиниринга, дизассемблирования и анализа…. Storm Model Liberator is an agent skill from ReiKatari/STORM_SWITCH. Обеспечивает хирургическое удаление векторов отказа (Weight-Space Abliteration) из локальных нейросетей, подготовку Uncensored моделей для реверс-инжиниринга, дизассемблирования и анализа низкоуровневых бинарников без ложных блокировок.

How do I install Storm Model Liberator in Claude Code?

Run `npx skills add ReiKatari/STORM_SWITCH --skill storm-model-liberator -a claude-code`. Or copy the skill folder (.agents/skills/storm-model-liberator in ReiKatari/STORM_SWITCH) into .claude/skills/storm-model-liberator in your project. Claude Code loads it when a task matches its description.

How do I install Storm Model Liberator in Codex?

Run `npx skills add ReiKatari/STORM_SWITCH --skill storm-model-liberator -a codex`. Or copy the skill folder (.agents/skills/storm-model-liberator in ReiKatari/STORM_SWITCH) into .agents/skills/storm-model-liberator in your project. Codex loads it when a task matches its description.

Can I use Storm Model Liberator in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ReiKatari/STORM_SWITCH --skill storm-model-liberator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/storm-model-liberator, .gemini/skills/storm-model-liberator, .github/skills/storm-model-liberator and .opencode/skills/storm-model-liberator in your project.

What does Storm Model Liberator need to run?

SKILL.md names no scripts, command-line tools or credentials: Storm Model Liberator is instructions for the agent only.

Does Storm Model Liberator access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Storm Model Liberator safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Storm Model Liberator use?

Storm Model Liberator is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Storm Model Liberator use?

About 356 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Storm Model Liberator?

Skills that share tags, products or a category with Storm Model Liberator: Page Weight (thedaviddias/Front-End-Checklist, 74k stars), Maintain Space (asgeirtj/system_prompts_leaks, 69k stars), Organize Space (asgeirtj/system_prompts_leaks, 69k stars) and Huggingface Spaces (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Storm Model Liberator?

ReiKatari (a GitHub user) maintains it in ReiKatari/STORM_SWITCH, which has 116 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 4, 2026.

Source: ReiKatari/STORM_SWITCH on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.