Agent skill

Crawl Mentors To XLSX

by JunieXD in JunieXD/AutoEmailSender

从学校、学院、系所或实验室官网抓取公开导师/教师信息,核对个人主页与证据来源,并生成经过自动校验、可直接导入 Auto Email Sender 的 XLSX。Use when a user provides faculty, professor, mentor, supervisor, university, department, or lab directory URLs and…

GPL-3.0Auto-check passedDocuments & Office

Install Crawl Mentors To XLSX

skills CLI
$ npx skills add JunieXD/AutoEmailSender --skill crawl-mentors-to-xlsx -a claude-code

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

GitHub CLI
$ gh skill install JunieXD/AutoEmailSender crawl-mentors-to-xlsx --agent claude-code

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

Manual copy
$ git clone --depth 1 https://github.com/JunieXD/AutoEmailSender.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/crawl-mentors-to-xlsx .claude/skills/crawl-mentors-to-xlsx && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

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

Facts

Skill name
crawl-mentors-to-xlsx
GitHub stars
150
Token cost
~429 tokens
SKILL.md length
66 words
Files
10 (incl. scripts, references, assets)
Skills in repo
5
Repo updated
First seen
Licence
GPL-3.0

At a glance

从学校、学院、系所或实验室官网抓取公开导师/教师信息,核对个人主页与证据来源,并生成经过自动校验、可直接导入 Auto Email Sender 的 XLSX。Use when a user provides faculty, professor, mentor, supervisor, university, department, or lab directory URLs and…

  • A user provides faculty
  • SKILL.md covers 抓取 and 数据与生成
  • Runs Python scripts from its folder; calls python3
  • Lab directory URLs and asks to crawl

What it does

Crawl Mentors To XLSX is an agent skill from JunieXD/AutoEmailSender. 从学校、学院、系所或实验室官网抓取公开导师/教师信息,核对个人主页与证据来源,并生成经过自动校验、可直接导入 Auto Email Sender 的 XLSX。Use when a user provides faculty, professor, mentor, supervisor, university, department, or lab directory URLs and asks to crawl, collect, export, or prepare 导师信息/教授信息 for spreadsheet import. Do not use for unrelated people scraping or automatic import into the application.

Its SKILL.md is about 430 tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts, reference files and assets (for example `agents/openai.yaml`, `assets/candidates.example.json` and `assets/professor-import-contract.v1.json`).

It sits in Documents & Office, covering Excel spreadsheets and Web scraping. It works with Microsoft Excel. The repository describes itself as: AutoEmailSender 是一个专为套磁场景设计的智能邮件助手. The licence is GPL-3.0.

When your agent uses it

  • A user provides faculty
  • Lab directory URLs and asks to crawl
  • Prepare 导师信息/教授信息 for spreadsheet import
  • Unrelated people scraping

Example prompts

  • “/crawl-mentors-to-xlsx”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit fad79d2. 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 4 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

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

  • Network

    No URLs in SKILL.md.

    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

Crawl Mentors To XLSX loads about 429 tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 94 tokens; SKILL.md has 66 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~94
When it runs · the whole SKILL.md, loaded when a task matches
~429
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.8k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from JunieXD/AutoEmailSender at commit fad79d2, republished under its GPL-3.0 licence (© JunieXD). 66 words, ~429 tokens.

Download SKILL.mdSave it as .claude/skills/crawl-mentors-to-xlsx/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.
name
crawl-mentors-to-xlsx
description
从学校、学院、系所或实验室官网抓取公开导师/教师信息,核对个人主页与证据来源,并生成经过自动校验、可直接导入 Auto Email Sender 的 XLSX。Use when a user provides faculty, professor, mentor, supervisor, university, department, or lab directory URLs and asks to crawl, collect, export, or prepare 导师信息/教授信息 for spreadsheet import. Do not use for unrelated people scraping or automatic import into the application.

Crawl Mentors To XLSX

从高校官网收集公开导师信息,生成 Auto Email Sender 可导入的 XLSX。脚本仅需 Python 3.12+ 标准库,可独立安装;相对路径以本 Skill 目录为基准。

抓取

  • 从用户给定的学校、学院或目录开始;名称足以定位官网时可先查找入口,范围不明确再追问。
  • 列表页用于发现候选与分页,个人页用于补全字段。邮箱必须有本人页面证据,可以还原混淆,不能猜测。缺邮箱、身份冲突或通用邮箱的候选放入 review。
  • 读取 crawling-policy.md 了解范围与证据规则;动态页面、分页不完整或断点续跑也见该文件。
  • 大目录分批保存 UTF-8 JSON,保留已处理 URL。目录给出总数时核对唯一候选数,未完成的部分如实报告。

数据与生成

以 candidates.example.json 为模板,字段、职称和空值规则见 import-contract.md。

  • records 保存可导入记录;review 保存待复核候选;sources 记录使用、失败或跳过的页面。
  • 保留页面原文和字段来源。没有证据的字段留空;职称映射、论文分隔符及枚举使用契约规定的值。
  • 默认将 tags、personal_note 留空,生成器输出 10 列,保留导入目标中已有的标签和备注。只有用户要求写入这两项时才加 --include-user-fields;完整格式中的空备注会清空原备注。

在 Skill 目录运行:

bash
python3 scripts/build_professors_xlsx.py --input /绝对路径/candidates.json --output /绝对路径/professors_import.xlsx
python3 scripts/validate_professors_xlsx.py /绝对路径/professors_import.xlsx

生成器和校验器均向 stdout 输出 JSON:默认返回文件、人数、问题数量和 next_action,需要全部规范化明细或错误时加 --details。退出码 0 为成功,2 为输入/校验失败,生成器的 3 为输出写入失败。

校验器验证的是完整抓取交付:Professors、Needs Review 和 Sources 三表及来源证据都必须存在,即使没有待复核人员。应用导入只读活动表,不等于满足此交付契约。校验失败时按错误位置修正源 JSON 再生成,避免反复读取整个工作簿。需要检查版面时可用现有表格工具预览,不另建渲染流程。

交付 XLSX 链接、可导入/待复核人数、来源、未解决问题与校验结果。导入或投稿按用户另行指示执行。

© JunieXD, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 9 other files (scripts, references, assets) in .agents/skills/crawl-mentors-to-xlsx of JunieXD/AutoEmailSender.

  • SKILL.md
  • agents/openai.yaml
  • assets/candidates.example.json
  • assets/professor-import-contract.v1.json
  • references/crawling-policy.md
  • references/import-contract.md
  • scripts/build_professors_xlsx.py
  • scripts/professor_import_contract.py
  • scripts/validate_professors_xlsx.py
  • scripts/xlsx_support.py

Open the folder on GitHubat commit fad79d2

Compare with similar skills

Crawl Mentors To XLSX 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.

Crawl Mentors To XLSX compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Crawl Mentors To XLSX this skillJunieXD/AutoEmailSender150—~429Automated safety check: PassGPL-3.0
Venice Augmentveniceai/skills144—~2.5kAutomated safety check: PassMIT
Firecrawl Parsefirecrawl/skills117—~441Automated safety check: PassISC
Spreadsheet Opsericrisco/rsc-harness180—~2.9kAutomated safety check: PassMIT
Anydocmagnus919/agent-skills115—~3.8kAutomated safety check: NotesMIT
Substack Notes Scrapermohitagw15856/pm-claude-skills1.4k—~1.9kAutomated safety check: PassMIT

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Works with

Questions about Crawl Mentors To XLSX

What does Crawl Mentors To XLSX do?

从学校、学院、系所或实验室官网抓取公开导师/教师信息,核对个人主页与证据来源,并生成经过自动校验、可直接导入 Auto Email Sender 的 XLSX。Use when a user provides faculty, professor, mentor, supervisor, university, department, or lab directory URLs and…. Crawl Mentors To XLSX is an agent skill from JunieXD/AutoEmailSender. 从学校、学院、系所或实验室官网抓取公开导师/教师信息,核对个人主页与证据来源,并生成经过自动校验、可直接导入 Auto Email Sender 的 XLSX。Use when a user provides faculty, professor, mentor, supervisor, university, department, or lab directory URLs and asks to crawl, collect, export, or prepare 导师信息/教授信息 for spreadsheet import.

When should I use Crawl Mentors To XLSX?

Crawl Mentors To XLSX fits situations like: A user provides faculty; lab directory URLs and asks to crawl; prepare 导师信息/教授信息 for spreadsheet import; unrelated people scraping.

How do I install Crawl Mentors To XLSX in Claude Code?

Run `npx skills add JunieXD/AutoEmailSender --skill crawl-mentors-to-xlsx -a claude-code`. Or copy the skill folder (.agents/skills/crawl-mentors-to-xlsx in JunieXD/AutoEmailSender) into .claude/skills/crawl-mentors-to-xlsx in your project. Claude Code loads it when a task matches its description.

How do I install Crawl Mentors To XLSX in Codex?

Run `npx skills add JunieXD/AutoEmailSender --skill crawl-mentors-to-xlsx -a codex`. Or copy the skill folder (.agents/skills/crawl-mentors-to-xlsx in JunieXD/AutoEmailSender) into .agents/skills/crawl-mentors-to-xlsx in your project. Codex loads it when a task matches its description.

Can I use Crawl Mentors To XLSX 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 JunieXD/AutoEmailSender --skill crawl-mentors-to-xlsx -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/crawl-mentors-to-xlsx, .gemini/skills/crawl-mentors-to-xlsx, .github/skills/crawl-mentors-to-xlsx and .opencode/skills/crawl-mentors-to-xlsx in your project.

What does Crawl Mentors To XLSX need to run?

Going by SKILL.md and its folder, Crawl Mentors To XLSX needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Crawl Mentors To XLSX access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Crawl Mentors To XLSX 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Crawl Mentors To XLSX use?

Crawl Mentors To XLSX is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Crawl Mentors To XLSX use?

About 429 tokens (SKILL.md is roughly 1.7k 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 3.4k tokens, read only when the agent opens those files.

What are the alternatives to Crawl Mentors To XLSX?

Skills that share tags, products or a category with Crawl Mentors To XLSX: Venice Augment (veniceai/skills, 144 stars), Firecrawl Parse (firecrawl/skills, 117 stars), Spreadsheet Ops (ericrisco/rsc-harness, 180 stars) and Anydoc (magnus919/agent-skills, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Crawl Mentors To XLSX?

JunieXD (a GitHub user) maintains it in JunieXD/AutoEmailSender, which has 150 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 9, 2026.

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