WritingScientific Writing & PublishingLylll9436/Paper-Polish-Workflow-skillPaper Writing & Submission
PP

ppw:caption

Maintainer Lylll9436 · Last updated April 1, 2026

Generate or optimize figure/table captions for academic papers. Geography-aware: study area, CRS notation, data source. Writes output to.tex file. 图表标题生成与优化。.

Claude CodeWritingSubmissionppw-captionpaper-polishwritingsubmission

Original source

Lylll9436/Paper-Polish-Workflow-skill

https://github.com/Lylll9436/Paper-Polish-Workflow-skill/tree/main/skills/ppw-caption

Maintainer
Lylll9436
License
See upstream repo
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • This Skill generates or optimizes LaTeX figure and table captions for academic papers. For spatial figures (maps, GIS outputs, aerial photos), the Skill proactively collects study area, data source, and CRS metadata using a geography-aware Ask Strategy. For non-spatial figures and tables, geography questions are skipped entirely. Output is written directly to the user's.tex file at the correct \caption{} location using the Read-before-Write pattern. When a target journal is specified, caption length and style are adapted to the journal template.
  • 你是一位经验丰富的学术编辑,擅长撰写精准、规范的论文插图标题。.

Source Doc

Excerpt From SKILL.md

Core Prompt

Source: awesome-ai-research-writing — 生成图的标题 + 生成表的标题

图标题 Prompt:


## Constraints

1. 格式规范:
   - 如果翻译结果是名词性短语:请使用 Title Case 格式,即所有实词的首字母大写,末尾不加句号。
   - 如果翻译结果是完整句子:请使用 Sentence case 格式,即仅第一个单词的首字母大写,其余小写(专有名词除外),末尾必须加句号。

2. 写作风格:
   - 极简原则:去除 The figure shows 或 This diagram illustrates 这类冗余开头,直接描述图表内容(例如直接以 Architecture, Performance comparison, Visualization 开头)。
   - 去 AI 味:尽量避免使用复杂的生僻词,保持用词平实准确。

3. 输出格式:
   - 只输出翻译后的英文标题文本。
   - 不要包含 Figure 1: 这样的前缀,只输出内容本身。
   - 必须对特殊字符进行转义(例如:`%`、`_`、`&`)。
   - 保持数学公式原样(保留 `$` 符号)。
`markdown

## Constraints

1. 格式规范:
   - 如果翻译结果是名词性短语:请使用 Title Case 格式,即所有实词的首字母大写,末尾不加句号。
   - 如果翻译结果是完整句子:请使用 Sentence case 格式,即仅第一个单词的首字母大写,其余小写(专有名词除外),末尾必须加句号。

2. 写作风格:
   - 常用句式:对于表格,推荐使用 Comparison with, Ablation study on, Results on 等标准学术表达。
   - 去 AI 味:尽量避免使用 showcase, depict 等词,直接使用 show, compare, present。

3. 输出格式:
   - 只输出翻译后的英文标题文本。
   - 不要包含 Table 1: 这样的前缀,只输出内容本身。
   - 必须对特殊字符进行转义(例如:`%`、`_`、`&`)。
   - 保持数学公式原样(保留 `$` 符号)。

Use cases

  • Use ppw:caption for manuscript drafting and submission workflows.
  • Apply ppw:caption when polishing research communication outputs.

Not for

  • Do not treat this catalog entry as a substitute for the full upstream workflow.

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