Student Classroom Feedback Generator Agent Skill

Transforms raw classroom observations into natural, authentic, ready-to-send Chinese parent feedback messages via WeChat.

Context cost
10.3k tokensestimated from the bundle, loaded when it triggers
Bundle
8 files · 41.1 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—v1.1
Servers it uses
Noneruns standalone

What it does

根据老师提供的学生课堂记录,重新组织语言并生成可直接通过微信发送给家长的中文课堂反馈;适用于普通课堂、小讲师、综合反馈、已有反馈重写和多学生批量反馈。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

productivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md5.3 kB · preview
--- name: student-feedback-skill metadata: version: "1.1" short-description: 生成真实、自然、可直接发送的学生课堂反馈 ---
9# 学生课堂反馈
10
11## 目标
12
13把老师提供的课堂记录重组为真实、自然、稍微口语化、带有老师本人观察感的家长反馈。默认只输出最终可发送文本,不展示分析过程、类型判断、评价维度或打分。
14
15## 输入路由
16
171. 识别学生姓名和学生数量。
182. 为每位学生单独判断反馈类型:
19 - 普通课堂:学习内容、状态、专注、做题、编程、进步、互动等。
20 - 小讲师:出现“XX小讲师”,或明显描述上台讲题、给同学讲解、复述知识。
21 - 综合反馈:普通课堂和小讲师信息同时存在时,融合为一条反馈,不拆成两条。
223. 多名学生分别生成独立反馈,禁止信息串线。
234. 缺少学生姓名时不要猜测,请老师补充姓名。
245. 老师已写出一版反馈时,提取事实、删除重复、重选重点并重新组织,不只修改语病。
25
26## 姓名称呼
27
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md197 words
Files8
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈50
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
10,225
on trigger
The instruction body and 7 supporting files, read only when the skill fires.
5.1%
of a 200k window
Ten skills this size would take about 51% of the window before you open a file.
050k100k150k200k context window

10.3k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

8 files, 41.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md5.3 kB
  • README.md6.1 kB
  • references/evaluation-rules.md5.5 kB
  • references/small-teacher-rules.md4.4 kB
  • references/style-guide.md4.7 kB
  • tests/edge-cases.md4.8 kB
  • tests/gold-cases.md6.4 kB
  • tests/normal-cases.md3.9 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 8 files you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Student Classroom Feedback Generator · 10.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/student-classroom-feedback-generator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/student-classroom-feedback-generator" ] && { [ ! -e .claude/skills/student-classroom-feedback-generator ] || { mv .claude/skills/student-classroom-feedback-generator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/student-classroom-feedback-generator" .claude/skills/ && echo "Installed .claude/skills/student-classroom-feedback-generator"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add code-stzzz/student-classroom-feedback-generator

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/student-classroom-feedback-generator/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/student-classroom-feedback-generator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/student-classroom-feedback-generator" ] && { [ ! -e ~/.claude/skills/student-classroom-feedback-generator ] || { mv ~/.claude/skills/student-classroom-feedback-generator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/student-classroom-feedback-generator" ~/.claude/skills/ && echo "Installed ~/.claude/skills/student-classroom-feedback-generator" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/student-classroom-feedback-generator/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as student-feedback-skill in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, student-classroom-feedback-generator.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.1
Publishedno release date on file
PriceFree
Referencecode-stzzz/student-classroom-feedback-generator

Versions

v1.1 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.1
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.1 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

CS
code-stzzz

Publishes on mcprush.

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