Agent skill

Skill Doctor

Анализирует историю сессий и транскриптов агента по рубрикам эффективности, качества кода и соблюдения правил экосистемы STORM SOFT.

GPL-3.0Auto-check passed

Install Skill Doctor

skills CLI

$ npx skills add ReiKatari/STORM_SWITCH --skill skill-doctor -a claude-code

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

GitHub CLI

$ gh skill install ReiKatari/STORM_SWITCH skill-doctor --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/skill-doctor .claude/skills/skill-doctor && 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/

Paste into Claude Code

Install the "skill-doctor" agent skill from https://github.com/ReiKatari/STORM_SWITCH/tree/main/.agents/skills/skill-doctor into .claude/skills/skill-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-doctor", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/ReiKatari/STORM_SWITCH/tree/main/.agents/skills/skill-doctor

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add ReiKatari/STORM_SWITCH --skill skill-doctor -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install ReiKatari/STORM_SWITCH skill-doctor --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ReiKatari/STORM_SWITCH.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/skill-doctor .agents/skills/skill-doctor && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "skill-doctor" agent skill from https://github.com/ReiKatari/STORM_SWITCH/tree/main/.agents/skills/skill-doctor into .agents/skills/skill-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-doctor", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add ReiKatari/STORM_SWITCH --skill skill-doctor -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install ReiKatari/STORM_SWITCH skill-doctor --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ReiKatari/STORM_SWITCH.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/skill-doctor .cursor/skills/skill-doctor && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "skill-doctor" agent skill from https://github.com/ReiKatari/STORM_SWITCH/tree/main/.agents/skills/skill-doctor into .cursor/skills/skill-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-doctor", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/ReiKatari/STORM_SWITCH.git --path .agents/skills/skill-doctor

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add ReiKatari/STORM_SWITCH --skill skill-doctor -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install ReiKatari/STORM_SWITCH skill-doctor --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ReiKatari/STORM_SWITCH.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/skill-doctor .gemini/skills/skill-doctor && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "skill-doctor" agent skill from https://github.com/ReiKatari/STORM_SWITCH/tree/main/.agents/skills/skill-doctor into .gemini/skills/skill-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-doctor", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install ReiKatari/STORM_SWITCH skill-doctor

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add ReiKatari/STORM_SWITCH --skill skill-doctor -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/ReiKatari/STORM_SWITCH.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/skill-doctor .github/skills/skill-doctor && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "skill-doctor" agent skill from https://github.com/ReiKatari/STORM_SWITCH/tree/main/.agents/skills/skill-doctor into .github/skills/skill-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-doctor", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add ReiKatari/STORM_SWITCH --skill skill-doctor -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install ReiKatari/STORM_SWITCH skill-doctor --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ReiKatari/STORM_SWITCH.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/skill-doctor .opencode/skills/skill-doctor && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "skill-doctor" agent skill from https://github.com/ReiKatari/STORM_SWITCH/tree/main/.agents/skills/skill-doctor into .opencode/skills/skill-doctor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-doctor", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: skill-doctor
GitHub stars: 116
Token cost: ~467 tokens
SKILL.md length: 185 words
Files: 1
Skills in repo: 12
Repo updated: Oct 4, 2026
First seen: Oct 7, 2026
Licence: GPL-3.0

At a glance

Works in 3 steps: Efficiency (Эффективность) → Code Quality (Качество кода) → Ecosystem Compliance (Соблюдение правил…
SKILL.md covers Назначение and Рубрики оценки (Rubrics):
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Skill Doctor is an agent skill from ReiKatari/STORM_SWITCH. Анализирует историю сессий и транскриптов агента по рубрикам эффективности, качества кода и соблюдения правил экосистемы STORM SOFT. Формирует отчет и конкретные улучшения в навыки и конфигурации.

Its SKILL.md is about 470 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

“/skill-doctor”

Workflow steps

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

Efficiency (Эффективность)
Code Quality (Качество кода)
Ecosystem Compliance (Соблюдение правил STORM SOFT)

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

Skill Doctor loads about 467 tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 185 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~52
When it runs · the whole SKILL.md, loaded when a task matches: ~467

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). 185 words, ~467 tokens.

Download SKILL.mdSave it as .claude/skills/skill-doctor/SKILL.md (or your agent's skills folder).

name: skill-doctor
description: Анализирует историю сессий и транскриптов агента по рубрикам эффективности, качества кода и соблюдения правил экосистемы STORM SOFT. Формирует отчет и конкретные улучшения в навыки и конфигурации.

Skill Doctor for STORM SOFT

Назначение

Проводит автоматизированный аудит сессий взаимодействия агента, выявляет отклонения от стандартов разработки ReiKatari и автоматически улучшает файлы конфигураций (AGENTS.md, .agents/rules/).

Рубрики оценки (Rubrics):

Efficiency (Эффективность):
- Прямой путь к результату без циклических правок и повторных чтений файлов.
- Пакетная параллельная обработка репозиториев.
- Исключение избыточных вопросов пользователю при очевидном контексте.
Code Quality (Качество кода):
- Соблюдение стандартов архитектуры C++, .NET/WPF, TypeScript/React/Vue, Python.
- Отсутствие регрессий в существующих модулях и сохранение целостности кода.
- Изоляция временных и собранных файлов.
- Реализация Single Instance (Mutex) и уникальных иконок приложений.
Ecosystem Compliance (Соблюдение правил STORM SOFT):
- Коммиты строго от ReiKatari <45316432+ReiKatari@users.noreply.github.com>.
- Запрет префикса v в релизах.
- Центрированные заголовки H1 в README.md.
- Запрет блоков безопасности и авторов в README.
- Полные списки благодарностей без URL.
- Запрет символа & вместо союза «и» и строгое соблюдение Sentence case (только первая буква заглавная).
- Единая палитра из 8 тем оформления и объемный 3D-стиль контролов (по эталону STORM SYSTEM OPTIMIZER).
- Чекбоксы в виде сплошных квадратов без галочек, стилизованные неоновые ползунки (Sliders).
- Форматы даты dd.MM.yyyy и времени hh:mm / HH:mm.
- 100% локализация интерфейса с поддержкой 6 языков (RU, EN, DE, FR, ZH, JA) и переключением на лету.

Files

Just SKILL.md in .agents/skills/skill-doctor of ReiKatari/STORM_SWITCH.

Open the folder on GitHubat commit 3172698

Compare with similar skills

Skill Doctor 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.

Skill Doctor compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Skill Doctor this skillReiKatari/STORM_SWITCH	116	—	~467	Automated safety check: Pass	GPL-3.0	4 days ago
Doctorsuperset-sh/superset	15k	—	~434	Automated safety check: Pass	Custom licence	today
Muse Code Product Doctorasgeirtj/system_prompts_leaks	69k	—	~3.5k	Automated safety check: Pass	CC0-1.0	yesterday
Doctorbrycewang-stanford/Auto-Empirical-Research-Skills	4.5k	—	~2.4k	Automated safety check: Pass	Custom licence	3 days ago
Doctoralsk1992/CloddsBot	2.9k	—	~1.6k	Automated safety check: Notes	MIT	6 days ago
Doctortinyfish-io/tinyfish-cookbook	2.2k	—	~1.6k	Automated safety check: Pass	MIT	today

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Questions about Skill Doctor

What does Skill Doctor do?

Анализирует историю сессий и транскриптов агента по рубрикам эффективности, качества кода и соблюдения правил экосистемы STORM SOFT. Skill Doctor is an agent skill from ReiKatari/STORM_SWITCH. Анализирует историю сессий и транскриптов агента по рубрикам эффективности, качества кода и соблюдения правил экосистемы STORM SOFT.

How do I install Skill Doctor in Claude Code?

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

How do I install Skill Doctor in Codex?

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

Can I use Skill Doctor 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 skill-doctor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-doctor, .gemini/skills/skill-doctor, .github/skills/skill-doctor and .opencode/skills/skill-doctor in your project.

What does Skill Doctor need to run?

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

Does Skill Doctor 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 Skill Doctor 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 Skill Doctor use?

Skill Doctor 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 Skill Doctor use?

About 467 tokens (SKILL.md is roughly 1.9k 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 Skill Doctor?

Skills that share tags, products or a category with Skill Doctor: Doctor (superset-sh/superset, 15k stars), Muse Code Product Doctor (asgeirtj/system_prompts_leaks, 69k stars), Doctor (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars) and Doctor (alsk1992/CloddsBot, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Doctor?

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.

Install Skill Doctor

Facts

At a glance

What it does

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Skill Doctor for STORM SOFT

Назначение

Рубрики оценки (Rubrics):

Files

Compare with similar skills

Similar skills

More from ReiKatari/STORM_SWITCH

Questions about Skill Doctor