Project Practice & Guided Building Agent Skill

Guides learners through building minimum viable projects step-by-step to reinforce programming concepts through hands-on practice.

Context cost
1.5k tokensestimated from the bundle, loaded when it triggers
Bundle
3 files · 6.0 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 学习者已掌握基础语法,希望「以从零搭建一个小项目」的方式巩固,或明确说想通过做项目来练习时。

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.md2.3 kB · preview
--- name: project-practice ---
6# 项目实战
7
8以「能跑通的最小项目」为单位,边做边补知识缺口,而不是先学完所有概念再动手。
9
10## 执行流程
11
121. 确认项目目标与验收标准:项目做什么、做完能演示什么、代码规模上限(初学者 50–200 行起步)。
132. 按任务复杂度拆成可运行的里程碑;用户指定三步或其他合理数量时遵循该要求,不固定套用 4–6 步。每个里程碑只补最小知识缺口(缺口对应 concept-map 里的概念)。
143. 每个里程碑循环:讲这一步需要的概念(可路由 concept-teaching)→ 写代码 → 运行验证 → 提交一条「里程碑证据」。
154. 练习项目建在 $USER_DIR/projects/<项目名>/(一个项目一个文件夹);已有课件指定 practice_path 时沿用该路径,不另造目录。学习者用编辑器打开该文件夹;临时小练习放 $USER_DIR/workspace/demos/。
165. 每个里程碑结束做小结:学会了什么、踩了什么坑(坑可提炼为知识原子候选,交策展)。
176. 全部完成后,让学习者独立做一个「变体小项目」(改需求),作为掌握证据(对齐 L5 独立迁移门禁)。
18
19## 边界
20
21- 生成 Go 并发、HTTP 请求取消或资源泄漏练习时,先读本 Skill 的 references/go-cancellation.md。必须分别核对正常完成、主动取消和清理三条路径,不能因为“立即取消”就假称所有功能正确。
22- 要求 go test 等命令时,说明测试文件、模块初始化、执行位置及观察结果;按课件提供的真实练习目录操作,不让用户另猜目录。
23- 不替学习者写完整代码;里程碑里只给「刚好够」的提示(遵守 references/hint-policy.md 的 L0–L5)。
24- 项目复杂度必须匹配当前掌握度;出现明显知识断层时退回补概念。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md76 words
Files3
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.
1,480
on trigger
The instruction body and 2 supporting files, read only when the skill fires.
0.75%
of a 200k window
Ten skills this size would take about 8% of the window before you open a file.
050k100k150k200k context window

1.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

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

3 files, 6.0 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md2.3 kB
  • evals/evals.json0.4 kB
  • references/go-cancellation.md3.3 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 3 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.

# Project Practice & Guided Building · 1.5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/project-practice-guided-building/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/project-practice-guided-building" ] && { [ ! -e .claude/skills/project-practice-guided-building ] || { mv .claude/skills/project-practice-guided-building "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/project-practice-guided-building" .claude/skills/ && echo "Installed .claude/skills/project-practice-guided-building"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add yyz666ai/project-practice-guided-building

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

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/project-practice-guided-building

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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