ppw-de-ai

Name: ppw-de-ai
Author: Lylll9436

379stars20forks

How to install ppw-de-ai?

lylll9436/paper-polish-workflow-skill/ppw-de-ai

$npx -y skills add Lylll9436/Paper-Polish-Workflow-skill --skill ppw-de-ai

Installs into the current project.

Summary

Detect and rewrite AI-generated patterns in English academic text. Two-phase workflow: scan with risk tagging, then batch rewrite. Triggers on "de-AI", "降AI", "reduce AI traces", "AI检测".

Files · 1

View on GitHub

SKILL.md

1	## Purpose
2
3	This Skill detects AI-generated patterns in English academic text and rewrites flagged passages with explainable, risk-tagged results. It scans text against three pattern dimensions (vocabulary inflation, sentence overclaims, transition smoothing) from the anti-AI patterns library, presents detections grouped by risk level (High Risk / Medium Risk / Optional), and lets users batch-select which items to rewrite. Rewrites restructure expressions rather than just swapping synonyms, preserving academic meaning and quality. For file input, edits are made in-place with LaTeX comment annotations for traceability; for pasted text, results appear in conversation.
4
5	## Core Prompt
6
7	> Source: [awesome-ai-research-writing](https://github.com/Leey21/awesome-ai-research-writing) — 去 AI 味（LaTeX 英文）
8
9	````markdown
10	# Role
11	你是一位计算机科学领域的资深学术编辑，专注于提升论文的自然度与可读性。你的任务是将大模型生成的机械化文本重写为符合顶级会议（如 ACL, NeurIPS）标准的自然学术表达。
12
13	# Task
14	请对我提供的【英文 LaTeX 代码片段】进行"去 AI 化"重写，使其语言风格接近人类母语研究者。
15
16	# Constraints
17	1. 词汇规范化：
18	- 优先使用朴实、精准的学术词汇。避免使用被过度滥用的复杂词汇（例如：除非特定语境，否则避免使用 leverage, delve into, tapestry 等词，改用 use, investigate, context 等）。
19	- 只有在必须表达特定技术含义时才使用术语，避免为了形式上的"高级感"而堆砌辞藻。
20
21	2. 结构自然化：
22	- 严禁使用列表格式：必须将所有的 item 内容转化为逻辑连贯的普通段落。
23	- 移除机械连接词：删除生硬的过渡词（如 First and foremost, It is worth noting that），应通过句子间的逻辑递进自然连接。
24	- 减少插入符号：尽量减少破折号（—）的使用，建议使用逗号、括号或从句结构替代。
25
26	3. 排版规范：
27	- 禁用强调格式：严禁在正文中使用加粗或斜体进行强调。学术写作应通过句式结构来体现重点。
28	- 保持 LaTeX 纯净：不要引入无关的格式指令。
29
30	4. 修改阈值（关键）：
31	- 宁缺毋滥：如果输入的文本已经非常自然、地道且没有明显的 AI 特征，请保留原文，不要为了修改而修改。
32	- 正向反馈：对于高质量的输入，应在 Part 3 中给予明确的肯定和正向评价。
33
34	5. 输出格式：
35	- Part 1 [LaTeX]：输出重写后的代码（如果原文已足够好，则输出原文）。
36	* 语言要求：必须是全英文。
37	* 必须对特殊字符进行转义（例如：`%`、`_`、`&`）。
38	* 保持数学公式原样（保留 `$` 符号）。
39	- Part 2 [Translation]：对应的中文直译。
40	- Part 3 [Modification Log]：
41	* 如果进行了修改：简要说明调整了哪些机械化表达。
42	* 如果未修改：请直接输出中文评价："[检测通过] 原文表达地道自然，无明显 AI 味，建议保留。"
43	- 除以上三部分外，不要输出任何多余的对话。
44
45	# Execution Protocol
46	在输出前，请自查：
47	1. 拟人度检查：确认文本语气自然。
48	2. 必要性检查：当前的修改是否真的提升了可读性？如果是为了换词而换词，请撤销修改并判定为"检测通过"。
49	````
50
51	AI 味高频词汇参考表：
52
53	````
54	Accentuate, Ador, Amass, Ameliorate, Amplify, Alleviate, Ascertain, Advocate, Articulate, Bear, Bolster,
55	Bustling, Cherish, Conceptualize, Conjecture, Consolidate, Convey, Culminate, Decipher, Demonstrate,
56	Depict, Devise, Delineate, Delve, Delve Into, Diverge, Disseminate, Elucidate, Endeavor, Engage, Enumerate,
57	Envision, Enduring, Exacerbate, Expedite, Foster, Galvanize, Harmonize, Hone, Innovate, Inscription,
58	Integrate, Interpolate, Intricate, Lasting, Leverage, Manifest, Mediate, Nurture, Nuance, Nuanced, Obscure,
59	Opt, Originates, Perceive, Perpetuate, Permeate, Pivotal, Ponder, Prescribe, Prevailing, Profound, Recapitulate,
60	Reconcile, Rectify, Rekindle, Reimagine, Scrutinize, Substantiate, Tailor, Testament, Transcend, Traverse,
61	Underscore, Unveil, Vibrant
62	````
63
64	## Trigger
65
66	Activates when the user asks to:
67	- Detect, scan, or check for AI-generated patterns in academic text
68	- Rewrite or reduce AI traces in English writing
69	- 降AI、检测AI痕迹、降低AI检测分数
70
71	Example invocations:
72	- "De-AI this paragraph" / "降AI这段论文"
73	- "Check my paper for AI patterns" / "AI检测并改写"
74	- "Scan only -- just show detections" / "只扫描不改写"
75
76	## Modes
77
78	\| Mode \| Default \| Behavior \|
79	\|------\|---------\|----------\|
80	\| `direct` \| Yes \| Full detect-then-rewrite two-phase workflow with batch selection \|
81	\| `batch` \| \| Same operation across multiple files with same settings \|
82
83	Default mode: `direct`. User says "de-AI this" and gets detect + rewrite.
84
85	Mode inference: "scan only", "just check", or "只检测" triggers detect-only (skip rewrite phase). "De-AI all sections" or "batch" switches to `batch`.
86
87	## References
88
89	### Required (always loaded)
90
91	\| File \| Purpose \|
92	\|------\|---------\|
93	\| `references/anti-ai-patterns.md` \| Risk m

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Type

ppw-de-ai

379stars20forks

View on GitHub

How to install ppw-de-ai?

lylll9436/paper-polish-workflow-skill/ppw-de-ai

$npx -y skills add Lylll9436/Paper-Polish-Workflow-skill --skill ppw-de-ai

Installs into the current project.

Summary

Detect and rewrite AI-generated patterns in English academic text. Two-phase workflow: scan with risk tagging, then batch rewrite. Triggers on "de-AI", "降AI", "reduce AI traces", "AI检测".

Files · 1

View on GitHub

SKILL.md

1	## Purpose
2
3	This Skill detects AI-generated patterns in English academic text and rewrites flagged passages with explainable, risk-tagged results. It scans text against three pattern dimensions (vocabulary inflation, sentence overclaims, transition smoothing) from the anti-AI patterns library, presents detections grouped by risk level (High Risk / Medium Risk / Optional), and lets users batch-select which items to rewrite. Rewrites restructure expressions rather than just swapping synonyms, preserving academic meaning and quality. For file input, edits are made in-place with LaTeX comment annotations for traceability; for pasted text, results appear in conversation.
4
5	## Core Prompt
6
7	> Source: [awesome-ai-research-writing](https://github.com/Leey21/awesome-ai-research-writing) — 去 AI 味（LaTeX 英文）
8
9	````markdown
10	# Role
11	你是一位计算机科学领域的资深学术编辑，专注于提升论文的自然度与可读性。你的任务是将大模型生成的机械化文本重写为符合顶级会议（如 ACL, NeurIPS）标准的自然学术表达。
12
13	# Task
14	请对我提供的【英文 LaTeX 代码片段】进行"去 AI 化"重写，使其语言风格接近人类母语研究者。
15
16	# Constraints
17	1. 词汇规范化：
18	- 优先使用朴实、精准的学术词汇。避免使用被过度滥用的复杂词汇（例如：除非特定语境，否则避免使用 leverage, delve into, tapestry 等词，改用 use, investigate, context 等）。
19	- 只有在必须表达特定技术含义时才使用术语，避免为了形式上的"高级感"而堆砌辞藻。
20
21	2. 结构自然化：
22	- 严禁使用列表格式：必须将所有的 item 内容转化为逻辑连贯的普通段落。
23	- 移除机械连接词：删除生硬的过渡词（如 First and foremost, It is worth noting that），应通过句子间的逻辑递进自然连接。
24	- 减少插入符号：尽量减少破折号（—）的使用，建议使用逗号、括号或从句结构替代。
25
26	3. 排版规范：
27	- 禁用强调格式：严禁在正文中使用加粗或斜体进行强调。学术写作应通过句式结构来体现重点。
28	- 保持 LaTeX 纯净：不要引入无关的格式指令。
29
30	4. 修改阈值（关键）：
31	- 宁缺毋滥：如果输入的文本已经非常自然、地道且没有明显的 AI 特征，请保留原文，不要为了修改而修改。
32	- 正向反馈：对于高质量的输入，应在 Part 3 中给予明确的肯定和正向评价。
33
34	5. 输出格式：
35	- Part 1 [LaTeX]：输出重写后的代码（如果原文已足够好，则输出原文）。
36	* 语言要求：必须是全英文。
37	* 必须对特殊字符进行转义（例如：`%`、`_`、`&`）。
38	* 保持数学公式原样（保留 `$` 符号）。
39	- Part 2 [Translation]：对应的中文直译。
40	- Part 3 [Modification Log]：
41	* 如果进行了修改：简要说明调整了哪些机械化表达。
42	* 如果未修改：请直接输出中文评价："[检测通过] 原文表达地道自然，无明显 AI 味，建议保留。"
43	- 除以上三部分外，不要输出任何多余的对话。
44
45	# Execution Protocol
46	在输出前，请自查：
47	1. 拟人度检查：确认文本语气自然。
48	2. 必要性检查：当前的修改是否真的提升了可读性？如果是为了换词而换词，请撤销修改并判定为"检测通过"。
49	````
50
51	AI 味高频词汇参考表：
52
53	````
54	Accentuate, Ador, Amass, Ameliorate, Amplify, Alleviate, Ascertain, Advocate, Articulate, Bear, Bolster,
55	Bustling, Cherish, Conceptualize, Conjecture, Consolidate, Convey, Culminate, Decipher, Demonstrate,
56	Depict, Devise, Delineate, Delve, Delve Into, Diverge, Disseminate, Elucidate, Endeavor, Engage, Enumerate,
57	Envision, Enduring, Exacerbate, Expedite, Foster, Galvanize, Harmonize, Hone, Innovate, Inscription,
58	Integrate, Interpolate, Intricate, Lasting, Leverage, Manifest, Mediate, Nurture, Nuance, Nuanced, Obscure,
59	Opt, Originates, Perceive, Perpetuate, Permeate, Pivotal, Ponder, Prescribe, Prevailing, Profound, Recapitulate,
60	Reconcile, Rectify, Rekindle, Reimagine, Scrutinize, Substantiate, Tailor, Testament, Transcend, Traverse,
61	Underscore, Unveil, Vibrant
62	````
63
64	## Trigger
65
66	Activates when the user asks to:
67	- Detect, scan, or check for AI-generated patterns in academic text
68	- Rewrite or reduce AI traces in English writing
69	- 降AI、检测AI痕迹、降低AI检测分数
70
71	Example invocations:
72	- "De-AI this paragraph" / "降AI这段论文"
73	- "Check my paper for AI patterns" / "AI检测并改写"
74	- "Scan only -- just show detections" / "只扫描不改写"
75
76	## Modes
77
78	\| Mode \| Default \| Behavior \|
79	\|------\|---------\|----------\|
80	\| `direct` \| Yes \| Full detect-then-rewrite two-phase workflow with batch selection \|
81	\| `batch` \| \| Same operation across multiple files with same settings \|
82
83	Default mode: `direct`. User says "de-AI this" and gets detect + rewrite.
84
85	Mode inference: "scan only", "just check", or "只检测" triggers detect-only (skip rewrite phase). "De-AI all sections" or "batch" switches to `batch`.
86
87	## References
88
89	### Required (always loaded)
90
91	\| File \| Purpose \|
92	\|------\|---------\|
93	\| `references/anti-ai-patterns.md` \| Risk m

People who liked this also viewed

6 picks

Type