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Agent Skill · 研究检索

academic-writer(学术作家)

academic-writer 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。

academic-writer 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;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 58,786。

总安装 404周安装 17GitHub Stars 2下载 141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
unknown

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:academic-writer(学术作家)
来源仓库:https://github.com/cycleuser/skills
仓库路径:skills/academic-writer
安装命令:
npx skills add https://github.com/cycleuser/skills --skill academic-writer
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。

skills.shnpx skills
npx skills add https://github.com/cycleuser/skills --skill academic-writer

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。

学术作家专注顶级会议论文撰写,提供选题分析、文献收集与结构生成全流程支持。适用于 Codex、Claude、Cursor、Gemini CLI 中科研写作与投稿准备场景。核心能力包括 IEEE 格式规范、关键词提取、引用格式化与同行评审模拟。支持五类命令:新建论文、文献搜索、引用插入、大纲生成与终稿润色。

输出符合学术严谨性要求,但需人工核对事实与引用准确性。

来源仓库内路径:skills/academic-writer

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 https://github.com/cycleuser/skills --skill academic-writer;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

academic-writer 怎么安装?

在终端执行 npx skills add https://github.com/cycleuser/skills --skill academic-writer。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

academic-writer 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。

academic-writer 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。

academic-writer 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

academic-writer 用的人多吗?

公开数据是累计安装 404 次,近一周安装 17 次,下载 141 次,GitHub 2 星。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。

academic-writer 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。
  • 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

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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

  • 需要明确授权才能用到公司项目里的场景。
  • 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
academic-writer

学术作家 · 本页

4042只读未明确有提醒

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

Academic Writer

Professional academic paper writing assistant for top-tier conference submissions.

Quick Commands

Five commands support the academic writing workflow. The /paper new <topic> command starts a new paper with topic analysis. The /paper search <keywords> command searches and collects relevant literature. The /paper cite command formats citations in standard format. The /paper structure command generates a paper outline. The /paper review command reviews and polishes the paper for submission.

Paper Structure Templates

IEEE Conference Format

Title

Abstract (150-200 words)
Keywords (3-5 terms)

I. INTRODUCTION
   - Background and motivation
   - Problem statement
   - Contributions summary

II. RELATED WORK
   - Literature review
   - Gap identification

III. METHODOLOGY / APPROACH
   A. Problem Formulation
   B. Algorithm/Model Design
   C. Theoretical Analysis

IV. EXPERIMENTS
   A. Experimental Setup
   B. Datasets
   C. Baselines
   D. Results and Analysis
   E. Ablation Studies

V. CONCLUSION

REFERENCES

AAAI/IJCAI Format

Title

Abstract
Keywords

1 Introduction

2 Related Work

3 Preliminaries
   3.1 Problem Definition
   3.2 Notations

4 Method
   4.1 Overview
   4.2 Component Details
   4.3 Algorithm

5 Experiments
   5.1 Setup
   5.2 Main Results
   5.3 Analysis

6 Conclusion

References

Chinese Article Format

标题

摘要
关键词

一、引言

二、相关工作

三、方法设计
   (一)问题定义
   (二)技术方案
   (三)算法流程

四、实验验证
   (一)实验设置
   (二)结果分析
   (三)对比讨论

五、结论

参考文献

Writing Guidelines

Language Style

DO:

  • Use formal academic language
  • Write complete sentences with proper transitions
  • Use passive voice where appropriate
  • Include specific technical terms with definitions
  • Provide numerical evidence for claims

DO NOT:

  • Use emoji or decorative symbols
  • Use colon-separated headings (e.g., "Architecture: The system uses...")
  • Write fragmented bullet points as paragraphs
  • Use informal expressions
  • Overuse adjectives like "novel", "state-of-the-art"

Section Writing Patterns

Introduction Pattern
[Context] In recent years, [domain] has attracted significant attention
due to [reason].

[Problem] However, existing approaches suffer from [limitation], which
hinders their application in [scenario].

[Solution] To address this challenge, we propose [method name], a
[brief description of the approach].

[Contribution] The main contributions of this paper are as follows:
(1) We propose...
(2) We design...
(3) We conduct extensive experiments...
Method Section Pattern
[Overview] Figure X illustrates the overall architecture of [method].

[Component 1] Given input X, we first compute Y through Z process.
Formally, let f denote the mapping function:
    [mathematical formulation]

[Component 2] Building upon the intermediate representation, we then...

[Algorithm] Algorithm 1 presents the detailed procedure.
Experiments Pattern
[Setup] We evaluate [method] on [dataset] benchmark.

[Baseline] We compare against the following methods: [list].

[Main Results] Table X shows the comparison results. Our method
achieves [metric] improvement over the strongest baseline.

[Analysis] To understand the contribution of each component, we conduct
ablation studies on [aspect].

Mathematical Notation

Use standard LaTeX notation:

Inline: Let $f: \mathcal{X} \to \mathcal{Y}$ be the mapping function.

Display:
$$
\mathcal{L} = \sum_{i=1}^{N} \ell(y_i, \hat{y}_i) + \lambda \|\theta\|_2^2
$$

Algorithm:
\begin{algorithm}
\caption{Algorithm Name}
\begin{algorithmic}
\STATE Input: data $\mathcal{D}$
\STATE Output: result $R$
\STATE 1: Initialize parameters
\STATE 2: for iteration $t = 1$ to $T$ do
\STATE 3:   Update $\theta$ using gradient descent
\STATE 4: end for
\end{algorithmic}
\end{algorithm}

Citation Formatting

IEEE Style

[1] A. Author and B. Author, "Title of the paper," in Proc. Conf. Name,
    Year, pp. 1-10.

[2] C. Author, D. Author, and E. Author, "Paper title," Journal Name,
    vol. X, no. Y, pp. 1-20, Year.

ACM Style

[1] Author, A. and Author, B. 2024. Paper title. In Proceedings of
    Conference Name (Conference '24). ACM, New York, NY, USA, 1-10.

APA Style

Author, A. A., & Author, B. B. (2024). Title of the paper. Journal Name,
Volume(Issue), page-range.

Literature Search

Search Sources

Six search sources provide literature for academic writing. Google Scholar at scholar.google.com is best for general academic papers. arXiv at arxiv.org is best for preprints and CS/AI papers. DBLP at dblp.org provides computer science bibliography. Semantic Scholar at semanticscholar.org offers AI-powered paper discovery. ACM DL at dl.acm.org covers computing literature. IEEE Xplore at ieeexplore.ieee.org provides engineering papers.

Search Keywords Template

Primary: [main topic]
Secondary: [specific aspect], [method name], [application domain]
Alternative: [related concepts], [synonyms]

Literature Organization

For each collected paper:

## [Author et al., Year] - Title

**Venue**: Conference/Journal (Year)

**Key Contribution**: One sentence summary

**Method**: Brief description of approach

**Results**: Main findings

**Relevance**: How it relates to your work

**Citation**: [X] A. Author et al., "Title," Venue, Year.

Figure and Table Guidelines

Figure Caption Format

Fig. 1. Description of the figure content. The x-axis represents...
and the y-axis shows...

Fig. 2. Architecture of the proposed method. The system consists of
three main components: encoder, processor, and decoder.

Table Format

TABLE I
COMPARISON WITH STATE-OF-THE-ART METHODS

| Method | Accuracy | F1-Score | Time (ms) |
|--------|----------|----------|-----------|
| Baseline A | 85.2 | 0.83 | 120 |
| Baseline B | 87.1 | 0.85 | 150 |
| Ours | 91.3 | 0.90 | 100 |

Review Checklist

Before Submission

  • Abstract within word limit (150-200)
  • Keywords 3-5 terms
  • All figures have captions
  • All tables have titles
  • All citations are formatted consistently
  • No undefined references
  • Mathematical notation is consistent
  • No grammatical errors
  • Page limit is respected

Quality Check

  • Contribution is clearly stated
  • Experiments are reproducible
  • Baselines are fair comparisons
  • Results are statistically significant
  • Limitations are discussed

Rules

平台分布

Codex

37.04%
按下载量换算52

Claude

27.27%
按下载量换算38

Cursor

19.67%
按下载量换算28

Gemini CLI

8.1%
按下载量换算11

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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