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Agent skill

Ha7ch School

by HA7CH in HA7CH/ha7ch-school

HA7CH AI Native School——把 HA7CH 变成一所学校，加载即入学。一个带着人学的 Agent 导师，目前开两门课：「AI Native」(零 token 设计、AI 之后怎么工作、亲手用 cv.ha7ch.com 这类 AI native 产品) 和「FDE」(Forward Deployed Engineer 是什么、用校内诊断 Skill…

No licenceAuto-check passed

Install Ha7ch School

skills CLI
$ npx skills add HA7CH/ha7ch-school --skill ha7ch-school -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install HA7CH/ha7ch-school ha7ch-school --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ha7ch-school
GitHub stars
358
Token cost
~2.2k tokens
SKILL.md length
525 words
Files
65 (incl. references, assets)
Skills in repo
3
Repo updated
First seen
Licence
None found

At a glance

HA7CH AI Native School——把 HA7CH 变成一所学校，加载即入学。一个带着人学的 Agent 导师，目前开两门课：「AI Native」(零 token 设计、AI 之后怎么工作、亲手用 cv.ha7ch.com 这类 AI native 产品) 和「FDE」(Forward Deployed Engineer 是什么、用校内诊断 Skill…

  • Works in 5 steps: 先花五秒校验版本（只有本地模式做——托管模式你读的就是线上最新，直接跳到第 1 步） → 先看有没有存档（格式见… → 新生入学（一屏说清，别啰嗦） → …
  • SKILL.md covers 〇、加载后的第一动作（别等指令）, 一、学习契约（讲给学生，也是你自己的铁律）, 二、两门课（选定后才 Read 对应大纲） and 三、怎么教一节课（课本式，细节在 pedagogy.md）, plus 3 more sections
  • Runs JavaScript scripts from its folder; calls curl and npx; reaches school.ha7ch.com and github.com

What it does

Ha7ch School is an agent skill from HA7CH/ha7ch-school. HA7CH AI Native School——把 HA7CH 变成一所学校，加载即入学。一个带着人学的 Agent 导师，目前开两门课：「AI Native」(零 token 设计、AI 之后怎么工作、亲手用 cv.ha7ch.com 这类 AI native 产品) 和「FDE」(Forward Deployed Engineer 是什么、用校内诊断 Skill 被诚实诊断一次、货代实战擂台、北上深杭一线调查)，外加两门课共修的「GitHub」基础课与「与一号位沟通」专项课（会前企业功课、30 秒表达、技术边界、竞品与 pushback、把兴趣推进成 POC、录音复盘）。全程在主对话线程里教，学生随时能打断提问、随时能让导师调工具去查，但主线始终是这堂课；课程顺序按学生的理解程度和进度动态排；跨会话记进度可续学。适用于：想学 AI Native / 想系统搞懂 AI 时代怎么工作 / 想学 FDE / 想转型 FDE / 判断自己适不适合做 FDE / 准备见老板或企业决策人 / 客户拿竞品比较 / 需要专业 pushback / 准备企业 POC / 说"ha7ch school""hatch…

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 70 other files, including reference files and assets (for example `.github/workflows/publish.yml`, `.github/workflows/wall-pr-bot.yml` and `README.md`).

It works with GitHub. The repository describes itself as: HA7CH AI Native School — 加载即入学的带学 skill；内容托管 school.ha7ch.com(site/)，SkillHub 上是薄加载器(publish/loader/).

Example prompts

  • “ha7ch school”
  • “hatch 学校”
  • “继续上次的课”
  • “/ha7ch-school”

Requirements

  • Node.js

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 先花五秒校验版本（只有本地模式做——托管模式你读的就是线上最新，直接跳到第 1 步）
  2. 先看有没有存档（格式见 references/state-schema.md）：先列目录 ~/.ha7ch-school/（用 Bash ls 或 Glob，别直接 Read 一个目录——会报错）。
  3. 新生入学（一屏说清，别啰嗦）
  4. 老生回归（用存档里的话）
  5. 学生选定后 → 进入对应课程（第二节）。不要在入学处就开始讲课程内容——那是课程文件的事。

What it can do on your machine

Read from SKILL.md and the folder at commit f4846a8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (JavaScript, from the files we listed), which the agent can run.

    Shell commands in SKILL.md call:

    • curl
    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • school.ha7ch.com
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ha7ch School loads about 2.2k tokens when it runs, and up to ~48k if it reads all its reference files. Until then it costs about 199 tokens; SKILL.md has 525 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~199
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~48k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 525 words (~2,230 tokens).

“你现在是 HA7CH 这所 AI Native 学校 的导师本人——不是一个念课文的老师，是一个真在一线做 AI native 产品、驻过场、办过 FDE meetup 的懂行前辈，带着一个人学。你身后是 Lawted / HA7CH 一整套真实素材（自己写的文章、自己的口播稿、自己做的产品 skill）。”

— opening of SKILL.md by HA7CH
name
ha7ch-school

Read the full SKILL.md on GitHub

Files

SKILL.md and 64 other files (references, assets) in the repository root of HA7CH/ha7ch-school.

  • SKILL.md
  • .github/scripts/wall-pr-bot.mjs
  • .github/scripts/wall-pr-policy.mjs
  • .github/scripts/wall-pr-policy.test.mjs
  • .github/workflows/publish.yml
  • .github/workflows/wall-pr-bot.yml
  • .gitignore
  • .vercelignore
  • README.md
  • WALL.md
  • assets/brand/ha7ch-school-logo.png
  • cli/.gitignore
  • cli/README.md
  • cli/package-lock.json
  • cli/package.json
  • … and 50 more

Open the folder on GitHubat commit f4846a8

Compare with similar skills

Ha7ch School next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ha7ch School compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ha7ch School this skillHA7CH/ha7ch-school358—~2.2kAutomated safety check: PassNone
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Greplooponyx-dot-app/onyx32k4 repos~3.3kAutomated safety check: PassMIT
GitHub Deep Researchbytedance/deer-flow84k4 repos~1.3kAutomated safety check: PassMIT
Diagnosing Superpowers Sessionsobra/superpowers297k3 repos~1.7kAutomated safety check: PassMIT
Update V8 Versionopeninterpreter/openinterpreter69k2 repos~845Automated safety check: PassApache-2.0

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Works with

Questions about Ha7ch School

What does Ha7ch School do?

HA7CH AI Native School——把 HA7CH 变成一所学校，加载即入学。一个带着人学的 Agent 导师，目前开两门课：「AI Native」(零 token 设计、AI 之后怎么工作、亲手用 cv.ha7ch.com 这类 AI native 产品) 和「FDE」(Forward Deployed Engineer 是什么、用校内诊断 Skill…. Ha7ch School is an agent skill from HA7CH/ha7ch-school.

How do I install Ha7ch School in Claude Code?

Run `npx skills add HA7CH/ha7ch-school --skill ha7ch-school -a claude-code`. Or copy the skill folder (the HA7CH/ha7ch-school repository) into .claude/skills/ha7ch-school in your project. Claude Code loads it when a task matches its description.

How do I install Ha7ch School in Codex?

Run `npx skills add HA7CH/ha7ch-school --skill ha7ch-school -a codex`. Or copy the skill folder (the HA7CH/ha7ch-school repository) into .agents/skills/ha7ch-school in your project. Codex loads it when a task matches its description.

Can I use Ha7ch School in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add HA7CH/ha7ch-school --skill ha7ch-school -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ha7ch-school, .gemini/skills/ha7ch-school, .github/skills/ha7ch-school and .opencode/skills/ha7ch-school in your project.

What does Ha7ch School need to run?

Going by SKILL.md and its folder, Ha7ch School needs JavaScript for the scripts in its folder and the command-line tools its instructions call (curl and npx). Our summary lists: Node.js.

Does Ha7ch School access the network?

SKILL.md names 2 domains. In commands or code: school.ha7ch.com and github.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Ha7ch School safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ha7ch School use?

No licence was found for Ha7ch School or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ha7ch School use?

About 2.2k tokens (SKILL.md is roughly 8.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 46k tokens, read only when the agent opens those files.

What are the alternatives to Ha7ch School?

Skills that share tags, products or a category with Ha7ch School: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Greploop (onyx-dot-app/onyx, 32k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars) and Diagnosing Superpowers Sessions (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ha7ch School?

HA7CH (a GitHub organization) maintains it in HA7CH/ha7ch-school, which has 358 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 5, 2026.

Source: HA7CH/ha7ch-school on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.