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Agent Skill · 研究检索

introduction-language-flow-reviser(介绍语言流程修订者)

introduction-language-flow-reviser 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

introduction-language-flow-reviser 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,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 29,915。

总安装 2,970周安装 119GitHub Stars 公开资料未说明下载 962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-0
版本
1.0.0

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:introduction-language-flow-reviser(介绍语言流程修订者)
来源仓库:https://github.com/junwugit/introduction-language-flow-reviser
安装命令:
openclaw skills install introduction-language-flow-reviser
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install introduction-language-flow-reviser

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。

introduction-language-flow-reviser 专门修订英语研究论文引言部分的语言流畅性与逻辑衔接。适用于学术写作中调整动词时态、句子连贯性及整体表达清晰度。输入完整引言段落,工具基于 p3 框架提供分步修改建议或直接输出润色版本。主要用于英文论文修改,中文内容需先翻译再处理,不保证跨语言准确性。

建议结合领域知识判断修改合理性,避免过度依赖自动化输出。

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 OpenClaw;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 openclaw skills install introduction-language-flow-reviser;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

introduction-language-flow-reviser 怎么安装?

在终端执行 openclaw skills install introduction-language-flow-reviser。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

introduction-language-flow-reviser 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

introduction-language-flow-reviser 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。

introduction-language-flow-reviser 是免费的吗?

来源标注的许可证是 MIT-0。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。

introduction-language-flow-reviser 用的人多吗?

公开数据是累计安装 2,970 次,近一周安装 119 次,下载 962 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。

introduction-language-flow-reviser 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

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 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

  • 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 OpenClaw,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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 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
introduction-language-flow-reviser

介绍语言流程修订者 · 本页

2,970—只读MIT-0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

name
introduction-language-flow-reviser
description
Revise complete English research-paper Introduction sections using a p3-derived language-and-writing checklist for verb tense choices, sentence linkage, transition signals, passive/active choices, and paragraphing. Use when the user asks to polish, rewrite, check, or improve Introduction paragraphs step by step while preserving each step's revised draft, reasons, and rich examples, and saving two Markdown outputs.

Introduction Language Flow Reviser

Overview

Use this skill to revise the full English text of a research-paper Introduction through the language and writing-skills checks derived from p3.txt: verb tense choices, sentence-to-sentence linkage, transition signals, passive/active choices, and paragraphing. Preserve the original research content, citations, claims, paragraph sequence when possible, and discipline-specific terminology while improving readability, flow, tense accuracy, and communicative precision.

Before revising, read references/language-flow-checklist.md. It contains the p3-derived checklist, decision rules, signal categories, paragraphing guidance, and example transformations.

Required Outputs

Always save two Markdown files unless the user explicitly asks for different filenames or formats:

  1. Method report: if the input has a filename, save <stem>-language-flow-method.md; otherwise save introduction-language-flow-method.md.
  2. Complete revised document: if the input has a filename, save <stem>-language-flow-revised.md; otherwise save introduction-language-flow-revised.md.

Save outputs beside the input file when the Introduction comes from a file. If the Introduction comes from the prompt, save outputs in the current working directory.

Workflow

  1. Read the complete Introduction text from the user's message or file. If no Introduction text is available, ask for it.
  2. Preserve structural units: title or heading, paragraph breaks, citations, author names, numbers, units, abbreviations, formulas, quotations, reference markers, and named methods.
  3. Create a diagnostic map of the original Introduction: paragraph function, key claims, current tense patterns, linkage problems, voice choices, and paragraph-length or topic-focus issues.
  4. Apply the checklist in references/language-flow-checklist.md one step at a time. At each step, revise the full draft produced by the previous step, but make only edits justified by the current step.
  5. After every step, record the step result and reasons in the method report. Include the full draft after that step, not only isolated sentence examples, unless the Introduction is extremely long; in that case, include every changed paragraph and clearly mark unchanged paragraphs.
  6. Include rich examples for every step in the method report. Prefer examples adapted to the user's topic and sentence patterns when possible; otherwise use general research-writing examples. Label examples as examples, not as claims about the user's study.
  7. After the final step, run a consistency pass comparing original and revised text for meaning, evidence strength, tense, modality, citations, numbers, terminology, paragraph order, and claim ownership.
  8. Write the complete revised document as clean prose only. Do not include the report, checklist, examples, or commentary in the revised-document file.

Method Report Structure

Use this structure for the method report:

# Introduction Language Flow Revision Method

## Source Handling
- Input source:
- Output files:
- Preservation notes:

## Original Diagnostic Map
| Paragraph | Main function | Tense/flow/voice/paragraphing notes |
|---|---|---|

## Step 1: Preserve Content and Diagnose Language Flow
### Checks Applied
### Draft After This Step
### Modification Reasons
### Examples

## Step 2: Revise Verb Tense Choices
### Checks Applied
### Draft After This Step
### Modification Reasons
### Examples

## Step 3: Strengthen Sentence-to-Sentence Linkage
### Checks Applied
### Draft After This Step
### Modification Reasons
### Examples

## Step 4: Correct Transition Signals and Logical Relations
### Checks Applied
### Draft After This Step
### Modification Reasons
### Examples

## Step 5: Refine Passive/Active and Subject Choices
### Checks Applied
### Draft After This Step
### Modification Reasons
### Examples

## Step 6: Improve Paragraphing and Entry Sentences
### Checks Applied
### Draft After This Step
### Modification Reasons
### Examples

## Step 7: Integrate Final Flow and Consistency
### Checks Applied
### Draft After This Step
### Modification Reasons
### Examples

## Final Verification
- Meaning preserved:
- Claims/citations preserved:
- Tense choices justified:
- Linkage and signals coherent:
- Voice and claim ownership clear:
- Paragraph structure reader-friendly:
- Remaining issues:

In Modification Reasons, identify the paragraph or sentence changed, the language-flow problem addressed, and why the edit follows the current step. If a step requires no substantive edit, keep the previous draft under Draft After This Step and explain why no change was made.

Revision Constraints

  • Do not invent findings, citations, dates, statistics, methods, advantages, limitations, novelty claims, or causal relations.
  • Do not change tense randomly. Treat tense as a meaning choice: past simple for study-bound findings, present simple for established facts or current paper statements, and present perfect for research trends or gaps with current relevance.
  • Preserve modal strength and hedging. Do not turn may, might, could, suggests, or appears into stronger claims.
  • Preserve citation placement unless moving a citation is necessary to keep it attached to the supported claim.
  • Avoid overusing transition words. Prefer repetition linkage or clear pro-forms when they create smoother flow.
  • Do not use ambiguous pronouns or pro-forms such as this, these, it, or they unless the referent is clear.
  • Keep we and our referents stable. If we shifts from the paper's authors to the field or people generally, revise for clarity.
  • Prefer non-human grammatical subjects such as this study, this paper, the present work, or Section 2 when they improve ownership and style.
  • Keep each paragraph focused on one main function. Split, merge, or reorder sentences only when necessary for a reader-friendly Introduction.

Quality Checks

Before finalizing, verify that:

  • The method report contains all seven steps, with a draft, reasons, and examples for each step.
  • The revised-document file contains only the final revised Introduction.
  • All tense changes are explained by meaning, not by grammar alone.
  • Sentence links are explicit through overlap, pro-forms, semicolons, or accurate signals.
  • Transition signals match their logical function: cause, result, contrast/difference, unexpectedness, addition/listing, or topic transition.
  • Passive, active, and non-human subject choices are stylistically and communicatively justified.
  • Paragraphs have clear entry sentences and one dominant function.
  • The two Markdown files exist at the required paths.

平台分布

OpenClaw

73.86%
按下载量换算711

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

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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