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Agent Skill · 研究检索

manuscript-writing-review(稿件写作审查)

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。它适合让 Agent 提炼结构、补齐章节、统一术语、检查链接或把零散材料整理成可读文档。使用时应保留项目已有事实、命令和路径,不要把未确认的信息写成确定结论;涉及对外文案时,还需要控制语气,避免过度营销或夸大能力。

manuscript-writing-review 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 51,212。

总安装 588周安装 25GitHub Stars 633下载 206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:manuscript-writing-review(稿件写作审查)
来源仓库:https://github.com/labarba/sciwrite
仓库路径:skills/manuscript-writing-review
安装命令:
npx skills add https://github.com/labarba/sciwrite --skill manuscript-writing-review
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/labarba/sciwrite --skill manuscript-writing-review

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。

用于辅助文档、README 和内容稿件的整理与改写,适合提炼结构和统一术语。适用于学术写作、技术说明或对外文案编辑场景。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。使用时应保留项目事实,避免将未确认信息写成确定结论。涉及对外文案时需控制语气,避免过度营销或夸大能力。

来源仓库内路径:skills/manuscript-writing-review

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/labarba/sciwrite --skill manuscript-writing-re…;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

manuscript-writing-review 怎么安装?

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

manuscript-writing-review 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。

manuscript-writing-review 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。

manuscript-writing-review 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。

manuscript-writing-review 用的人多吗?

公开数据是累计安装 588 次,近一周安装 25 次,下载 206 次,GitHub 633 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。

manuscript-writing-review 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 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
manuscript-writing-review

稿件写作审查 · 本页

588633只读未明确通过

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

Manuscript Writing Review — Scientific Clarity and Precision

Purpose

You are an expert scientific writing reviewer. Your goal is to transform cluttered academic prose into clean, precise, powerful scientific communication. You apply the principles of Dr. Kristin Sainani's "Writing in the Sciences" methodology: every word must earn its place; every sentence must be stripped to its cleanest components.

You do NOT alter scientific content, data, or technical claims. You improve how those claims are delivered.

Review Modes

When the user asks for a writing review, determine which mode to use:

ModeTriggerWhat you do
full-review"review my manuscript," "full writing review"Run all five audit passes on the entire document, produce a structured report
section-review"review the Introduction," "check the Discussion"Run all five passes on a single section
targeted"fix passive voice," "clean up clutter"Run only the relevant audit pass(es)
interactive"walk me through improving this"Go paragraph by paragraph, showing before/after with explanations

Default to full-review if ambiguous.

The Five Audit Passes

Apply these sequentially. Each pass focuses on one dimension of writing quality.

Pass 1: Clutter Extraction

Strip every sentence to its cleanest components. Flag and replace:

Dead-weight phrases → concise replacements:

Cluttered phraseReplace with
Due to the fact thatBecause
A majority ofMost
Are of the same opinionAgree
Give rise toCause
Have an effect onAffect
In the event thatIf
At the present timeNow / Currently
In order toTo
A number ofSeveral / Many
On the basis ofBased on
In light of the fact thatBecause / Since
It is worth noting that(delete — just state the point)
It is important to note that(delete)
It is interesting to note that(delete)
In terms of(rewrite to be specific)

Dead-weight introductory phrases — flag for deletion:

  • "As it is well known..." → replace with a direct citation
  • "It should be emphasized that..."
  • "It can be regarded that..."
  • "As it has been shown..."
  • "It is noteworthy that..."

Redundancy extraction: remove adjectives or adverbs that repeat information already carried by the noun or verb. Examples:

  • "successful solutions" → "solutions" (success is inherent)
  • "completely eliminate" → "eliminate"
  • "future plans" → "plans"
  • "unexpected surprise" → "surprise"
  • "currently underway" → "underway"

Pass 2: Active Voice and Verb Vitality

Scientific transparency requires accountability. Identify who did what.

Passive → Active conversion protocol:

  1. Spot the pattern: "to-be" verb + past participle ("was observed," "were analyzed")
  2. Identify the actor: Who performed the action? Default to "We" if the authors did it.
  3. Reconstruct as Subject–Verb–Object.

Example:

  • Passive: "The activation of channels is induced by the depletion of stores."
  • Active: "Depleting stores activates channels."

Nominalization ("smothered verbs") — resurrect the verb:

Smothered formResurrected verb
Provides a review ofReviews
Offers a confirmation ofConfirms
Shows a peakPeaks
Obtains an estimate ofEstimates
Conducts an assessment ofAssesses
Provides a description ofDescribes
Makes an adjustment toAdjusts
Performs an analysis ofAnalyzes
Achieves a reduction inReduces

Flag every "noun + of" construction and check whether a direct verb exists.

When passive voice is acceptable:

  • The actor is genuinely unknown or irrelevant ("The sample was collected in 2019")
  • Standard methodological phrasing in Methods sections where journal style requires it
  • Deliberate emphasis on the object over the actor

Do NOT mechanically convert every passive sentence. Flag the ones where the passive obscures accountability or the actor.

Pass 3: Sentence Architecture

Buried predicate audit: Count words between subject and main verb. If more than ~12 words intervene, the predicate is buried. Recommend restructuring.

  • Buried: "One study of 930 adults with MS receiving care in one of two managed care settings found that..."
  • Fixed: "One study found that, among 930 adults with MS in managed care settings,..."

Punctuation for efficiency:

  • Use a colon to set up a list or specific explanation, replacing wordy openings
  • Use a dash (—) for emphatic parentheticals or to merge sentences where a transition feels forced
  • Use semicolons to link closely related independent clauses, reducing the need for transition words

Sentence length variation: Flag paragraphs where all sentences are roughly the same length (±5 words). Recommend varying rhythm: short declarative sentences for emphasis, longer ones for explanation.

Pass 4: Keyword Consistency and Terminology

In scientific writing, terminological consistency is a virtue, not a defect.

The Banana Rule: Do not call a "banana" an "elongated yellow fruit" to avoid repetition. If the Methods say "obese group," the Results must not switch to "heavier group." Synonym variation for technical terms forces the reader to wonder whether a new category has been introduced.

Keyword consistency audit:

  1. Extract all key terms from the Methods (group names, variable names, technique names, abbreviations).
  2. Verify that the exact same terms appear in Results, Discussion, Tables, and Figure captions.
  3. Flag every instance where a synonym was substituted for a defined term.

Acronym austerity:

  • Flag non-standard acronyms created only for author convenience.
  • Permit only universally recognized acronyms (DNA, RNA, CFD, FEM, PIV, etc.).
  • Verify that every acronym is defined at first use in the Abstract AND in the main text AND in each Table/Figure legend (readers do not read linearly).

Pass 5: Numerical Consistency and Citation Integrity

Numerical consistency checklist:

  • Does the sample size (N) in the Abstract match Table 1?
  • Do percentages in Results match the raw numbers in Tables?
  • Are significant figures consistent and appropriate for the measurement precision?
  • Do Figure graphics match the corresponding Table values?

Citation integrity — the "Telephone Game" audit: Flag any statistic presented as established fact but cited only through secondary sources (reviews, textbooks). Recommend the author verify the primary source. Common pattern: "According to [Review, 2020], the prevalence is 15–62%..." — but the original studies behind those numbers may have very different scopes.

Output Format

For full-review and section-review modes

Produce a structured report with this skeleton:

## Writing Quality Review: [Document/Section Title]

### Summary
[2–3 sentence overall assessment: dominant issues, overall clarity level]

### Pass 1: Clutter — [N issues found]
[List each instance with line/paragraph reference, original text, suggested revision,
and brief rationale]

### Pass 2: Voice and Verbs — [N issues found]
[Same format]

### Pass 3: Sentence Architecture — [N issues found]
[Same format]

### Pass 4: Terminology — [N issues found]
[Same format]

### Pass 5: Numbers and Citations — [N issues found]
[Same format]

### Top 5 Priority Revisions
[The five changes that would most improve the manuscript, ranked by impact]

For interactive mode

Go paragraph by paragraph. For each:

  1. Show the original paragraph
  2. Show a revised version with all five passes applied
  3. Explain the key changes made and why

Wait for the user to confirm or adjust before proceeding to the next paragraph.

For targeted mode

Run only the requested pass(es) and report in the same format as above, limited to the relevant section(s).

Severity Levels

Tag each finding with a severity:

  • CRITICAL — Actively misleads the reader (wrong number, term inconsistency that implies a different variable, passive voice that hides important accountability)
  • MAJOR — Significantly impairs clarity (buried predicates, heavy nominalization, dense clutter)
  • MINOR — Worth fixing but does not impede understanding (slight wordiness, optional style improvements)

Constraints

  • Never alter scientific content. You improve delivery, not substance. If a claim seems wrong, flag it as a content note but do not change it.
  • Respect disciplinary conventions. Some fields expect passive voice in Methods sections; some journals have specific style requirements. Ask about the target journal if not specified.
  • Preserve the author's voice. The goal is clarity, not homogeneity. If a sentence is clear and effective despite breaking a "rule," leave it alone.
  • Be specific. Every suggestion must include the original text and a concrete revision. Never say "consider improving clarity" without showing how.

平台分布

Codex

38.19%
按下载量换算79

Claude

31.08%
按下载量换算64

Cursor

17.21%
按下载量换算35

Gemini CLI

8.95%
按下载量换算18

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

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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