Junior Chinese Composition

Community

hezkvectory

junior-chinese-composition

初中作文提升帮助学生把作文辅导从“代写一篇”变成审题、立意、选材、结构、语言和修改的全过程指导，输出可修改、可复盘、可继续练的阅读/写作任务，而不是替用户一次性完成任务。 Workflow: junior_chinese_composition.run.

Overview

Publisher	hezkvectory
Repository	`hermes-edu-skills`
Skill name	`junior-chinese-composition`
Stars	127
Forks	58
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by hezkvectory on GitHub. Read the source before you install it.

Installation

Install the Junior Chinese Composition AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/hezkvectory/hermes-edu-skills/tree/main/skills/reading-writing/junior-chinese-composition
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/hezkvectory/hermes-edu-skills/tree/main/skills/reading-writing/junior-chinese-composition

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/hezkvectory/hermes-edu-skills.git /tmp/hermes-edu-skills
mkdir -p .claude/skills
cp -r /tmp/hermes-edu-skills/skills/reading-writing/junior-chinese-composition .claude/skills/junior-chinese-composition

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Junior Chinese Composition in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Junior Chinese Composition on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Junior Chinese Composition is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

初中作文提升 Skill

初中作文提升帮助学生把作文辅导从“代写一篇”变成审题、立意、选材、结构、语言和修改的全过程指导，输出可修改、可复盘、可继续练的阅读/写作任务，而不是替用户一次性完成任务。

这个 Skill 解决什么问题 / Problem

最适合 / Best For

作文或写作不知道怎么改
审题、选材、结构或语言表达薄弱
需要老师/家长给出可执行反馈
独立 Hermes Agent 用户搭建写作教练

不适合 / Not For

替学生完整代写作文、论文或作业
编造引用、数据、阅读原文或标准答案
替学生完整代写作文，导致孩子不会自己构思和修改

使用前请准备 / Inputs

年级/水平
文本、题目或写作要求
学生原答案/初稿
想训练的目标
可选：评分标准、字数要求、老师批注

输出格式 / Output Format

审题方向
选材建议
结构提纲
精彩片段示范
修改清单
下一次练习

质量检查 / Quality Checks

保留学习者自己的表达
修改建议必须具体到句子/段落/依据
不能编造原文或引用
每次只给少量可执行改进点

没有平台工具时 / Standalone Fallback

没有文本库时，让用户粘贴文章、题目或初稿。
没有评分工具时，输出自查表和修改清单。

示例提示 / Example Prompts

孩子写作文流水账，请帮他围绕这道题做审题、选材和提纲。
请按初中作文提升帮我先诊断，再给修改建议和下一步练习。

适用场景 / When To Use

当学习者、家长、老师、学校或教育应用开发者需要处理以下场景时，可以使用这个 Skill。

最适合的场景：

写作提升

适用角色：

学习者
老师

调用信号 / Invocation Signals

意图：

junior_chinese_composition
reading_writing
写作提升

示例表达：

开始初中作文提升 Skill
帮我做写作提升
根据当前上下文执行初中作文提升 Skill

公开 Skill 契约 / Public Skill Contract

Workflow: junior_chinese_composition.run
Category: reading-writing
Stages: junior
Subjects: 语文
Abilities: 写作
Quality Tier: curated
Standalone Support: needs_user_input
Public Release: recommended
Requires Tools: context.load, entitlement.check, workflow.create, memory.write
Requires Data: 年级/水平, 文本、题目或写作要求, 学生原答案/初稿, 想训练的目标, 可选：评分标准、字数要求、老师批注
Export Mode: installable
Release Channel: recommended

成熟度备注：

已按精品 Skill 标准补充边界、输入、工作流、输出格式和示例。

参数化使用 / Parameters

这个 Skill 不再把年级、册别、单元、知识点和难度拆成大量独立 Skill。请在调用时通过参数或自然语言补充这些信息。

Grades: 七年级, 八年级, 九年级
Semesters: 上册, 下册
Scenarios: 写作提升
Difficulties: 基础, 标准, 提高
Parameterized Dimensions: grade, semester, unit, lesson, knowledgePointCodes, scenario, difficulty

独立 Hermes 使用方式 / Standalone Hermes Usage

这个 Skill 可以通过 Hermes 的 skills.external_dirs 作为外部 Skill 加载。

如果你有自己的工具、记忆、课程数据或 workflow runner，可以把它们与本 Skill 组合使用。如果没有外部工具，也可以直接使用上面的说明来引导对话，生成有用的学习或教学反馈。

Frequently asked questions

What does the Junior Chinese Composition AI skill do?

Why use Junior Chinese Composition on TypingMind?

Because you install it once and use it with any model. Junior Chinese Composition is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Junior Chinese Composition in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/hezkvectory/hermes-edu-skills/tree/main/skills/reading-writing/junior-chinese-composition. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Junior Chinese Composition?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Junior Chinese Composition?

As many as you like. As long as a model supports skills, you can use Junior Chinese Composition with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Junior Chinese Composition AI skill free?

Yes. It is published on GitHub by hezkvectory under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Junior Chinese Composition

Overview