Learning Plan Generator Agent Skill

Generates goal-oriented, verifiable learning roadmaps tailored to developer profiles, tech stacks, and interview targets.

Context cost
4.4k tokensestimated from the bundle, loaded when it triggers
Bundle
7 files · 17.7 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Use when 用户要求创建、调整或恢复 Python、Go、混合路线或面向目标代码的学习计划时。

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.md6.7 kB · preview
--- name: learning-plan ---
6# 学习计划
7
8把已确认目标转换为短周期、可验证、可调整的中文学习路线。
9
10后台提供“后台已准备的生成上下文”时,附带的画像、诊断、知识地图、规则和模板视为已读取,不重复查目录或读文件。标明“不调用工具”时,只根据这些输入输出 Markdown 草案;不联网、不自行写文件。画像中已确认的信息不重复询问。
11
12## 执行流程
13
141. 读取已确认画像、热状态、相关语言知识地图、被引用的掌握度节点;若已有项目差距地图,只读取与当前目标有关的部分。
15 非零基础必须同时读取诊断的逐题证据、强项和缺口:强项决定快进,缺口决定补学;不能只看 some/experienced 标签。
162. 依据 references/plan-contract.md 选择达成目标的最小概念集合。不得把知识地图全部节点机械设为必修。
17 同时读取本 Skill 的 references/curriculum-quality.md;据当前路线检查先修、时间预算、实践与成功证据,不把章节列表当已验证的学习效果。
183. 先定义最终成功证据,再倒推阶段。每个阶段只包含必要先修、真实产出和验收方式。
194. 给出一个当前任务,控制在学习者可用的单次时长内,并衔接已到期复习。
205. 新主题先读取 new-topic-research 产生的 sources.json;没有可靠来源时不得把草案包装成正式计划。
216. 用 assets/learning-plan-template.md 输出草案,说明依据、未知项、最终成果与可调整点。
22 Plan 只做路线和验收说明,不承载教学代码。可使用 Mermaid 表达依赖关系;Go、Python 等代码留到确认后的 HTML PPT,按能力逐页讲解并加中文注释。
237. **先展示草案**:前端必须把 Plan 当作一条完整的 Agent 对话消息渲染,**不套独立文档框**。下方只保留紧凑的确认按钮;用户在输入框直接讨论节奏、项目、深度和完成目标。
248. 用户确认由前后端状态机记录;模型只输出草案,不能自行写活动计划或把确认当作掌握。后端按工作区 references/state-contract.md 保存,未确认不能开课。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md170 words
Files7
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.

≈20
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
4,405
on trigger
The instruction body and 6 supporting files, read only when the skill fires.
2.2%
of a 200k window
Ten skills this size would take about 22% of the window before you open a file.
050k100k150k200k context window

4.4k 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

7 files, 17.7 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md6.7 kB
  • agents/openai.yaml0.3 kB
  • assets/comprehensive-plan-sections.md1.2 kB
  • assets/learning-plan-template.md1.0 kB
  • evals/evals.json2.7 kB
  • references/curriculum-quality.md5.0 kB
  • references/plan-contract.md0.8 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 7 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.

# Learning Plan Generator · 4.4k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/learning-plan-generator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/learning-plan-generator" ] && { [ ! -e .claude/skills/learning-plan-generator ] || { mv .claude/skills/learning-plan-generator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/learning-plan-generator" .claude/skills/ && echo "Installed .claude/skills/learning-plan-generator"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add yyz666ai/learning-plan-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/learning-plan-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/learning-plan-generator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/learning-plan-generator" ] && { [ ! -e ~/.claude/skills/learning-plan-generator ] || { mv ~/.claude/skills/learning-plan-generator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/learning-plan-generator" ~/.claude/skills/ && echo "Installed ~/.claude/skills/learning-plan-generator" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/learning-plan-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 learning-plan in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, learning-plan-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
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceyyz666ai/learning-plan-generator

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.

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