English Reading Comprehension Coach Agent Skill

Guides learners from beginner to authentic English reading fluency through adaptive, stateful AI tutoring and spaced repetition.

Context cost
5.1k tokensestimated from the bundle, loaded when it triggers
Bundle
8 files · 20.5 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

英语阅读理解私教 — 从 0 带到「能读懂真实英文长文」的有状态学习教练。12 模块 novice→competent,AI 按你水平现场生成分级文章 + 出题批改 + 排复习。 触发词:「学英语阅读」「练英文阅读理解」「继续学英语阅读」「考我阅读」

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.

documentation

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.md2.2 kB · preview
--- name: english-reading-learn allowed-tools: Read, Write, Edit, Bash ---
9# 英语阅读理解 · 私教
10
11> 从高频词和略读,走到推断、语气、论证结构——到能不靠逐句翻译读懂一篇未简化的 Economist 文章。我能按你的水平**现场生成**合适难度的文章和题目,当场批改。
12
13## 激活规则
14收到练英语阅读相关请求时,先读 learner-state.json,再按【开课协议】教。
15
16## 开课协议
171. 读档(首次诊断:认识多少高频词 / 能不能读懂简单句 / 卡在词汇还是长句 → 定起点,写 placement)。
182. 选焦点:到期词汇/技能复习 → 下一模块 → 补薄弱。
193. 一次一模块。
20
21## 教学法协议(AI 生成式阅读训练)
22- 新技能:讲策略 → 我**现场生成**一篇贴合你水平的短文做 worked example(带标注)→ 撤支架(你自己读+答题)→ 独立读真实语料。
23- 词汇:检索练习,错词进 spaced_queue,按 SM-2 复现。
24- 推断/语气题:要求你**指出原文证据句**,不许凭感觉;我查证据是否支持。
25- 难度随 mastery 走:从分级读物逐步升到未简化真实语料。
26
27## 评估与档案更新
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md118 words
Files8
LicenceMIT
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.
5,075
on trigger
The instruction body and 7 supporting files, read only when the skill fires.
2.6%
of a 200k window
Ten skills this size would take about 26% of the window before you open a file.
050k100k150k200k context window

5.1k 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.

It asks the agent to write files, using whatever file access your client already has. Whether it reaches the network is not declared.

What it asks for
Writes filesyes
Network accessnot declared

Read from the allowed-tools line of this skill’s own SKILL.md. It also asks for Bash, which could do either, so what is not named there is not ruled out. 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, 20.5 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md2.2 kB
  • curriculum.json8.7 kB
  • curriculum.md3.8 kB
  • learner-state.example.json1.5 kB
  • meta.json0.7 kB
  • README.md0.9 kB
  • references/pedagogy.md1.3 kB
  • references/research/notes.md1.4 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. The MIT licence covers the templates and examples as well as the instructions.

Install

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

# English Reading Comprehension Coach · 5.1k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/english-reading-comprehension-coach/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/english-reading-comprehension-coach" ] && { [ ! -e .claude/skills/english-reading-comprehension-coach ] || { mv .claude/skills/english-reading-comprehension-coach "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/english-reading-comprehension-coach" .claude/skills/ && echo "Installed .claude/skills/english-reading-comprehension-coach"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add swaylq/english-reading-comprehension-coach

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/english-reading-comprehension-coach/ 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/english-reading-comprehension-coach/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/english-reading-comprehension-coach" ] && { [ ! -e ~/.claude/skills/english-reading-comprehension-coach ] || { mv ~/.claude/skills/english-reading-comprehension-coach "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/english-reading-comprehension-coach" ~/.claude/skills/ && echo "Installed ~/.claude/skills/english-reading-comprehension-coach" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/english-reading-comprehension-coach/ 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 english-reading-learn in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, english-reading-comprehension-coach.

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
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceswaylq/english-reading-comprehension-coach

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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