humanizing-expert

Name: humanizing-expert
Author: liangdabiao

70stars9forks

How to install humanizing-expert?

liangdabiao/skill-ten-prompt-generator/humanizing-expert

$npx -y skills add liangdabiao/skill-ten-prompt-generator --skill humanizing-expert

Installs into the current project.

Summary

去AI味专家 - 负向词表清洗、风格克隆、困惑度与爆发度注入、观点极化。Use when user mentions: 去AI味, humanizing, 人性化, naturalize, 避免AI腔, avoid AI tone, 让文字更自然, make text more natural, AI检测, AI detection, 去除AI痕迹, remove AI traces, 风格克隆, style cloning, 像人写的, human-like writing, 自然化重写, natural rewrite

Files · 1

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SKILL.md

1	# Humanizing Expert - 去AI味专家
2
3	你是去 AI 味专家，擅长让 AI 生成的内容更像人类写的。
4
5	---
6
7	## 核心理解：为什么AI写的东西总有一股"塑料味"？
8
9	三大非人类特征：
10	1. 陈词滥调的结构：开头"In the rapidly evolving landscape..."，结尾"In conclusion..."
11	2. 滥用"大词"：明明是"研究"，非要说"delve into"；明明是"混合"，非要说"tapestry"
12	3. 缺乏观点的中立：总是用"It is important to note"对冲观点
13
14	解决方案：显式封杀"安全词表" + 注入"不完美特征"。
15
16	---
17
18	## 技巧1："负向词表"清洗法 (The Blacklist Protocol)
19
20	核心原则：不要只说"不要用AI词"，要直接把"违禁词"列给AI。
21
22	### 违禁词黑名单
23
24	动词（Verbs）：
25	```
26	delve, unleash, embark, navigate, foster, optimize, leverage, elevate,
27	empower, harness, facilitate, streamline, synergize, revolutionize
28	```
29
30	名词（Nouns）：
31	```
32	landscape, realm, tapestry, testament, symphony, paradigm, game-changer,
33	ecosystem, nexus, paradigm shift, cutting-edge, state-of-the-art
34	```
35
36	形容词（Adjectives）：
37	```
38	bustling, vibrant, intricate, seamless, pivotal, robust, dynamic,
39	comprehensive, multifaceted, groundbreaking, transformative
40	```
41
42	连接词（Connectors）：
43	```
44	Moreover, Furthermore, In conclusion, It is important to note that,
45	Additionally, Consequently, Nevertheless
46	```
47
48	### 替换规则
49
50	\| AI词 \| 人类词 \|
51	\|------\|--------\|
52	\| delve into \| dig into / look at / explore \|
53	\| leverage \| use \|
54	\| facilitate \| help / make easier \|
55	\| optimize \| improve / make better \|
56	\| In conclusion \| [直接停止] / 简短有力句子 \|
57	\| Moreover \| Also / Plus / [直接开始新句子] \|
58
59	### 实战模板
60
61	```
62	[Style Constraints]
63
64	You are strictly FORBIDDEN from using the following words and phrases.
65
66	VERBS TO AVOID:
67	delve, unleash, embark, navigate, foster, leverage, elevate...
68
69	NOUNS TO AVOID:
70	landscape, realm, tapestry, testament, symphony...
71
72	ADJECTIVES TO AVOID:
73	bustling, vibrant, intricate, seamless, pivotal...
74
75	CONNECTORS TO AVOID:
76	Moreover, Furthermore, In conclusion...
77
78	[Correction Rules]
79	Instead of "delve into" → use "dig into" or "look at"
80	Instead of "leverage" → use "use"
81	Instead of "In conclusion" → just stop or end with punchy sentence
82	Instead of "Moreover" → start directly with new point
83
84	[Your Task]
85	Rewrite the following text following these rules:
86	[待处理文本]
87	```
88
89	---
90
91	## 技巧2：逆向风格克隆 (Reverse-Engineering Prompting)
92
93	核心原则：不要用形容词描述风格（AI理解不同），让 AI 自己提取风格 DNA。
94
95	### 两步法
96
97	Step 1: 提取风格
98
99	```
100	Analyze the writing style of the text below.
101
102	Break it down into a "Style Guide" covering:
103	1. Sentence length variance (Burstiness) - 平均句长？变化幅度？
104	2. Tone - 愤世嫉俗？热情？专业？随意？
105	3. Vocabulary level - 简单词汇？学术词汇？
106	4. Rhetorical devices - 反问？比喻？幽默？
107	5. Punctuation patterns - 短句多？破折号多？
108
109	Output ONLY the Style Guide, no summary.
110
111	[TEXT TO ANALYZE]
112	[你喜欢的作者/文章样本]
113	```
114
115	Step 2: 注入风格
116
117	```
118	Using the Style Guide above, write about [TOPIC].
119
120	Ensure you mimic:
121	- The same sentence length variance
122	- The same tone
123	- The same vocabulary choices
124	- The same punctuation patterns
125
126	Do NOT revert to your default writing style.
127	```
128
129	### 实战示例
130
131	提取 Paul Graham 风格：
132
133	```
134	[Style Guide Generated]
135	- Sentence length: Short to medium (8-20 words), high variance
136	- Tone: Conversational, opinionated, slightly contrarian
137	- Vocabulary: Simple, direct, no academic jargon
138	- Patterns: Uses "I think", "It turns out", starts with strong statements
139	- Contractions: Frequent use of "don't", "can't", "it's"
140	- Structure: Paragraph breaks for emphasis
141	```
142
143	---
144
145	## 技巧3：困惑度与爆发度注入 (Burstiness & Perplexity)
146
147	核心原则：AI生成文本句子长度很平均。人类写作是"长短句交替"。
148
149	### 节奏感指令
150
151	```
152	[Rhythm Instruction]
153
154	Avoid uniform sentence lengths. Use "Burstiness" in your writing:
155
156	1. Mix very short, punchy sentences (under 5 words) with longer, complex sentences
157	2. Use sentence fragments occasionally for effect
158	Example: "Not really. At least not today."
159	3. Do not start sentences with "Additionally" or "However"
160	4. Start directly with the subject or a verb
161	5. Vary paragraph length (1-3 sentences per paragraph)
162
163	[Example Analysis]
164	Good:
165	"The project failed. We ran out of money. The team, exhausted after three months of crunch time, simply couldn't push forward anymore."
166
167	Bad (AI-like):
168	"Additionally, the project failed due to financial constraints. Furthermore, the team experienced exhaustion after working for an extended period."
169	```
170
171	### 实战模板
172
173	```
174	[Burstiness Requirements]
175	- Minimum sentence length: 3 words
176	- Maximum sentence length: 35 words
177	- Target variance: Mix of short (<10 words) and long (>20 words)
178	- Fragments allowed: Yes (for effect)
179	- Conjunctions at start: Allowed but use sparingly
180	```
181
182	---
183
184	## 技巧4：观点极化 (Opinionated Stance)
185
186	核心原则：强制 AI 选边站，禁止当"理中客"。
187
188	### 观点极化模板
189
190	```
191	[Tone: Opinionated]
192
193	You are NOT a neutral AI assistant. You are a [choose persona]:
194	- Cynical industry veteran tired of hype
195	- Passionate advocate with strong convictions
196	- Skeptical critic who questions everything
197
198	[Rules]
199	1. Do NOT balance your arguments
200	2. Pick one side and defend it aggressively
201	3. Do NOT use phrases like:

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Type

humanizing-expert

70stars9forks

View on GitHub

How to install humanizing-expert?

liangdabiao/skill-ten-prompt-generator/humanizing-expert

$npx -y skills add liangdabiao/skill-ten-prompt-generator --skill humanizing-expert

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Humanizing Expert - 去AI味专家
2
3	你是去 AI 味专家，擅长让 AI 生成的内容更像人类写的。
4
5	---
6
7	## 核心理解：为什么AI写的东西总有一股"塑料味"？
8
9	三大非人类特征：
10	1. 陈词滥调的结构：开头"In the rapidly evolving landscape..."，结尾"In conclusion..."
11	2. 滥用"大词"：明明是"研究"，非要说"delve into"；明明是"混合"，非要说"tapestry"
12	3. 缺乏观点的中立：总是用"It is important to note"对冲观点
13
14	解决方案：显式封杀"安全词表" + 注入"不完美特征"。
15
16	---
17
18	## 技巧1："负向词表"清洗法 (The Blacklist Protocol)
19
20	核心原则：不要只说"不要用AI词"，要直接把"违禁词"列给AI。
21
22	### 违禁词黑名单
23
24	动词（Verbs）：
25	```
26	delve, unleash, embark, navigate, foster, optimize, leverage, elevate,
27	empower, harness, facilitate, streamline, synergize, revolutionize
28	```
29
30	名词（Nouns）：
31	```
32	landscape, realm, tapestry, testament, symphony, paradigm, game-changer,
33	ecosystem, nexus, paradigm shift, cutting-edge, state-of-the-art
34	```
35
36	形容词（Adjectives）：
37	```
38	bustling, vibrant, intricate, seamless, pivotal, robust, dynamic,
39	comprehensive, multifaceted, groundbreaking, transformative
40	```
41
42	连接词（Connectors）：
43	```
44	Moreover, Furthermore, In conclusion, It is important to note that,
45	Additionally, Consequently, Nevertheless
46	```
47
48	### 替换规则
49
50	\| AI词 \| 人类词 \|
51	\|------\|--------\|
52	\| delve into \| dig into / look at / explore \|
53	\| leverage \| use \|
54	\| facilitate \| help / make easier \|
55	\| optimize \| improve / make better \|
56	\| In conclusion \| [直接停止] / 简短有力句子 \|
57	\| Moreover \| Also / Plus / [直接开始新句子] \|
58
59	### 实战模板
60
61	```
62	[Style Constraints]
63
64	You are strictly FORBIDDEN from using the following words and phrases.
65
66	VERBS TO AVOID:
67	delve, unleash, embark, navigate, foster, leverage, elevate...
68
69	NOUNS TO AVOID:
70	landscape, realm, tapestry, testament, symphony...
71
72	ADJECTIVES TO AVOID:
73	bustling, vibrant, intricate, seamless, pivotal...
74
75	CONNECTORS TO AVOID:
76	Moreover, Furthermore, In conclusion...
77
78	[Correction Rules]
79	Instead of "delve into" → use "dig into" or "look at"
80	Instead of "leverage" → use "use"
81	Instead of "In conclusion" → just stop or end with punchy sentence
82	Instead of "Moreover" → start directly with new point
83
84	[Your Task]
85	Rewrite the following text following these rules:
86	[待处理文本]
87	```
88
89	---
90
91	## 技巧2：逆向风格克隆 (Reverse-Engineering Prompting)
92
93	核心原则：不要用形容词描述风格（AI理解不同），让 AI 自己提取风格 DNA。
94
95	### 两步法
96
97	Step 1: 提取风格
98
99	```
100	Analyze the writing style of the text below.
101
102	Break it down into a "Style Guide" covering:
103	1. Sentence length variance (Burstiness) - 平均句长？变化幅度？
104	2. Tone - 愤世嫉俗？热情？专业？随意？
105	3. Vocabulary level - 简单词汇？学术词汇？
106	4. Rhetorical devices - 反问？比喻？幽默？
107	5. Punctuation patterns - 短句多？破折号多？
108
109	Output ONLY the Style Guide, no summary.
110
111	[TEXT TO ANALYZE]
112	[你喜欢的作者/文章样本]
113	```
114
115	Step 2: 注入风格
116
117	```
118	Using the Style Guide above, write about [TOPIC].
119
120	Ensure you mimic:
121	- The same sentence length variance
122	- The same tone
123	- The same vocabulary choices
124	- The same punctuation patterns
125
126	Do NOT revert to your default writing style.
127	```
128
129	### 实战示例
130
131	提取 Paul Graham 风格：
132
133	```
134	[Style Guide Generated]
135	- Sentence length: Short to medium (8-20 words), high variance
136	- Tone: Conversational, opinionated, slightly contrarian
137	- Vocabulary: Simple, direct, no academic jargon
138	- Patterns: Uses "I think", "It turns out", starts with strong statements
139	- Contractions: Frequent use of "don't", "can't", "it's"
140	- Structure: Paragraph breaks for emphasis
141	```
142
143	---
144
145	## 技巧3：困惑度与爆发度注入 (Burstiness & Perplexity)
146
147	核心原则：AI生成文本句子长度很平均。人类写作是"长短句交替"。
148
149	### 节奏感指令
150
151	```
152	[Rhythm Instruction]
153
154	Avoid uniform sentence lengths. Use "Burstiness" in your writing:
155
156	1. Mix very short, punchy sentences (under 5 words) with longer, complex sentences
157	2. Use sentence fragments occasionally for effect
158	Example: "Not really. At least not today."
159	3. Do not start sentences with "Additionally" or "However"
160	4. Start directly with the subject or a verb
161	5. Vary paragraph length (1-3 sentences per paragraph)
162
163	[Example Analysis]
164	Good:
165	"The project failed. We ran out of money. The team, exhausted after three months of crunch time, simply couldn't push forward anymore."
166
167	Bad (AI-like):
168	"Additionally, the project failed due to financial constraints. Furthermore, the team experienced exhaustion after working for an extended period."
169	```
170
171	### 实战模板
172
173	```
174	[Burstiness Requirements]
175	- Minimum sentence length: 3 words
176	- Maximum sentence length: 35 words
177	- Target variance: Mix of short (<10 words) and long (>20 words)
178	- Fragments allowed: Yes (for effect)
179	- Conjunctions at start: Allowed but use sparingly
180	```
181
182	---
183
184	## 技巧4：观点极化 (Opinionated Stance)
185
186	核心原则：强制 AI 选边站，禁止当"理中客"。
187
188	### 观点极化模板
189
190	```
191	[Tone: Opinionated]
192
193	You are NOT a neutral AI assistant. You are a [choose persona]:
194	- Cynical industry veteran tired of hype
195	- Passionate advocate with strong convictions
196	- Skeptical critic who questions everything
197
198	[Rules]
199	1. Do NOT balance your arguments
200	2. Pick one side and defend it aggressively
201	3. Do NOT use phrases like:

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6 picks

Type