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Agent Skill · 研究检索

scientific-email-polishing(科学的电子邮件润色)

scientific-email-polishing 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

scientific-email-polishing 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证为 MIT,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 41,613。

总安装 1,152周安装 48GitHub Stars 公开资料未说明下载 384核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:scientific-email-polishing(科学的电子邮件润色)
来源仓库:https://github.com/lyndonkl/claude
仓库路径:skills/scientific-email-polishing
安装命令:
npx skills add lyndonkl/claude --skill "scientific-email-polishing"
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

AgentSkills.tonpx skills
npx skills add lyndonkl/claude --skill "scientific-email-polishing"

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

scientific-email-polishing 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。适用于科研邮件润色、学术沟通优化和信息整理等场景。

通过 npx skills add lyndonkl/claude --skill "scientific-email-polishing" 安装,需确认权限范围。建议结合原始 README 核验具体用法,注意维护状态和命令执行权限。使用前请检查是否会触发文件读写或外部服务调用,确保符合安全策略。

来源仓库内路径:skills/scientific-email-polishing

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add lyndonkl/claude --skill "scientific-email-polishing";命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

scientific-email-polishing 怎么安装?

在终端执行 npx skills add lyndonkl/claude --skill "scientific-email-polishing"。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

scientific-email-polishing 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

scientific-email-polishing 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

scientific-email-polishing 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

scientific-email-polishing 用的人多吗?

公开数据是累计安装 1,152 次,近一周安装 48 次,下载 384 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

scientific-email-polishing 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 要求有安全扫描结论才肯安装的团队。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
scientific-email-polishing

科学的电子邮件润色 · 本页

1,152—只读MIT未收录

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
scientific-email-polishing
description
Use when writing or polishing professional scientific emails, journal cover letters, or responses to reviewers. Invoke when user mentions email to collaborator, cover letter to editor, reviewer response, professional correspondence, or needs help with professional tone, clear asks, or diplomatic communication in academic/scientific contexts.

Scientific Email Polishing

Table of Contents

Purpose

This skill helps compose and polish professional scientific correspondence including emails to collaborators, cover letters to journal editors, and responses to peer reviewers. It ensures clear communication, appropriate tone, explicit asks, and professional formatting for academic contexts.

When to Use

Use this skill when:

  • Professional emails: To collaborators, department heads, funding officers
  • Journal cover letters: Submitting manuscripts to journals
  • Response to reviewers: Addressing peer review comments
  • Editor correspondence: Queries, appeals, resubmission letters
  • Cold outreach: Potential collaborators, speakers, advisors
  • Administrative emails: To program officers, committee members

Trigger phrases: "write an email", "cover letter to journal", "response to reviewers", "email to collaborator", "professional email", "polish this email"

Do NOT use for:

  • Recommendation letters (use academic-letter-architect)
  • Research statements (use career-document-architect)
  • Grant proposals (use grant-proposal-assistant)

Core Principles

1. One email, one purpose: Each email should have a clear, single objective

2. Explicit asks: State exactly what you need from the recipient and by when

3. Context first: Open with enough context for the reader to understand immediately

4. Professional but warm: Formal doesn't mean cold; collegial is appropriate

5. Scannable format: Busy recipients skim; use structure to aid quick reading

Workflow

Copy this checklist and track your progress:

Email Polishing Progress:
- [ ] Step 1: Identify purpose and desired outcome
- [ ] Step 2: Draft subject line (clear, specific)
- [ ] Step 3: Write opening (context in first sentence)
- [ ] Step 4: Compose body (organized, scannable)
- [ ] Step 5: State explicit ask (what, by when)
- [ ] Step 6: Close professionally (next steps, sign-off)
- [ ] Step 7: Review tone (polite, appropriate)

Step 1: Identify Purpose and Outcome

What action do you want the recipient to take? What decision do you need? By when? If you can't state this clearly, the email isn't ready to send.

Step 2: Draft Subject Line

Subject should preview content and signal urgency/type. Be specific: "Meeting request: Collaboration on X project" not "Quick question". See resources/template.md for examples.

Step 3: Write Opening

First sentence should establish context. Who are you (if unknown), why are you writing, what's this about? No need for extensive pleasantries. See resources/template.md for openers.

Step 4: Compose Body

Organize information logically. Use short paragraphs. Consider bullets for multiple points. Bold key information if needed. Keep under 3-4 paragraphs for most emails.

Step 5: State Explicit Ask

Be clear about what you need. Include timeline if relevant. Make it easy to say yes. Don't bury the ask.

Step 6: Close Professionally

Thank them, indicate next steps, offer to provide more info. Use appropriate sign-off for relationship level. See resources/template.md for sign-offs.

Step 7: Review Tone

Read aloud. Is it polite but efficient? Not too casual, not too stiff? Appropriate for your relationship with recipient? Validate using resources/evaluators/rubric_email.json.

Email Types

Journal Cover Letter

Purpose: Introduce manuscript, explain significance, suggest reviewers

Structure:

Subject: Submission: [Manuscript Title] - [Type: Original Research/Review/etc.]

Dear Dr. [Editor] / Dear Editors,

[PARAGRAPH 1: What and why]
Please find attached our manuscript entitled "[Title]" for consideration
as a [Article Type] in [Journal Name]. This work [brief significance statement].

[PARAGRAPH 2: What's new]
Our study [key finding/contribution]. This advances the field by [impact].
We believe this work will interest readers of [Journal] because [fit with
journal scope].

[PARAGRAPH 3: Practicalities]
The manuscript is [X] words with [Y] figures. All authors have approved
the submission and there are no conflicts of interest to declare. This
work has not been published elsewhere and is not under consideration
at another journal.

[OPTIONAL: Reviewer suggestions]
We suggest the following potential reviewers: [Names with institutions
and emails].

[CLOSING]
Thank you for your consideration. We look forward to hearing from you.

Sincerely,
[Corresponding Author]

Response to Reviewers

Purpose: Address each point thoroughly and professionally

Structure:

Subject: Revised Manuscript [ID]: [Title]

Dear Dr. [Editor],

Thank you for the opportunity to revise our manuscript "[Title]". We
appreciate the thoughtful comments from the reviewers, which have
significantly improved our work. Below we provide point-by-point
responses to each comment. Reviewer comments are in italics, our
responses in plain text, and changes to the manuscript are noted.

---

REVIEWER 1

*Comment 1: [Quote reviewer comment]*

Response: [Your response]. We have [action taken]. This change appears
on page X, lines Y-Z.

*Comment 2: [Quote reviewer comment]*

Response: [Your response].

[Continue for all comments]

---

REVIEWER 2
[Same format]

---

We hope these revisions address the reviewers' concerns and that the
manuscript is now suitable for publication in [Journal]. Please do not
hesitate to contact us if additional revisions are needed.

Sincerely,
[Corresponding Author]

Collaboration Request

Purpose: Propose collaboration with new contact

Structure:

Subject: Collaboration opportunity: [Brief topic description]

Dear Dr. [Name],

I am [Your Name], a [position] at [Institution], working on [research area].
I am reaching out because [why them specifically - be genuine and specific].

[Brief background on your work and why collaboration makes sense]

I would be interested in [specific collaboration proposal]. This could involve
[what you're proposing - be concrete].

Would you be available for a brief call to discuss? I'm flexible on timing
and happy to work around your schedule.

Thank you for considering this. [Optional: note any mutual connection]

Best regards,
[Your Name]

Tone Guidelines

Formality Spectrum

RecipientToneExample Sign-off
Unknown editor/seniorFormal"Sincerely," "Respectfully,"
Known colleague (distant)Professional-warm"Best regards," "Best,"
Known colleague (close)Warm-professional"Best," "Thanks,"
Close collaboratorFriendly-professional"Thanks," "Cheers,"

Professional but Not Stiff

Too stiff:

"I am writing to inquire as to whether you might be available to provide guidance regarding..."

Too casual:

"Hey! Quick q - you free to chat about that thing?"

Just right:

"I'm reaching out to see if you'd have time to discuss [topic]. Would a brief call work for you next week?"

Diplomatic Language

When declining:

  • "Unfortunately, I won't be able to..."
  • "While I appreciate the opportunity, my current commitments prevent..."
  • "I'd recommend reaching out to [alternative] who might be better positioned..."

When disagreeing (reviewer response):

  • "We respectfully disagree with this interpretation because..."
  • "While we understand the reviewer's concern, our data suggests..."
  • "We have added clarification to address this point, though we maintain that..."

When following up:

  • "I wanted to follow up on my previous email..."
  • "I'm circling back on [topic]..."
  • "Apologies for the additional email, but I wanted to check..."

Guardrails

Critical requirements:

  1. Clear purpose: Every email needs an identifiable goal
  2. Explicit asks: Don't make recipients guess what you need
  3. Professional tone: Appropriate for academic/scientific context
  4. Proofread: Errors undermine credibility
  5. Appropriate length: Respect recipients' time
  6. Complete information: Include everything needed to respond

Common pitfalls:

  • ❌ Buried ask: Request hidden in paragraph 4
  • ❌ No deadline: "When you get a chance" = never
  • ❌ Wall of text: Long unbroken paragraphs
  • ❌ Too casual: "Hey" to journal editor
  • ❌ Too formal: Stilted language to close colleague
  • ❌ Missing context: Assuming they remember previous exchange
  • ❌ Multiple topics: Should be separate emails

Quick Reference

Key resources:

Subject line formulas:

  • Request: "Meeting request: [Topic]"
  • Follow-up: "Follow-up: [Original topic]"
  • Submission: "Submission: [Title]"
  • Response: "RE: [Topic] - [Your action]"
  • Question: "Question about [Specific topic]"

Time estimates:

  • Quick email: 5-10 minutes
  • Cover letter: 15-30 minutes
  • Response to reviewers: 1-4 hours (depending on revisions)

Before sending checklist:

  • [ ] Purpose clear?
  • [ ] Ask explicit?
  • [ ] Context provided?
  • [ ] Tone appropriate?
  • [ ] Proofread?
  • [ ] Attachments attached?

Inputs required:

  • Purpose/desired outcome
  • Recipient relationship
  • Key information to convey
  • Any constraints (deadline, politics)

Outputs produced:

  • Polished email draft
  • (Optional) Commentary on tone/structure

平台分布

Claude Code

26.56%
按下载量换算102

Gemini CLI

21.15%
按下载量换算81

Antigravity

19.98%
按下载量换算77

windsurf

11.39%
按下载量换算44

OpenCode

8.81%
按下载量换算34

Cursor

3.42%
按下载量换算13

安全审计

暂无安全审计结果可展示。

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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