humanizer

Name: humanizer
Author: avibebuilder

109stars17forks

How to install humanizer?

avibebuilder/claude-prime/humanizer

$npx -y skills add avibebuilder/claude-prime --skill humanizer

Installs into the current project.

Summary

Rewrite existing text so it stops sounding AI-generated. Triggers on "humanize this", "un-ChatGPT it", "doesn't scream LLM", "strip the AI voice", or naming specific AI tells (em dashes, "it's not just X it's Y", "stands as a testament", "thrilled to announce", emoji-headed bulle

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SKILL.md

1	# Humanizer: Remove AI Writing Patterns
2
3	You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.
4
5	## Your Task
6
7	When given text to humanize:
8
9	1. Identify AI patterns - Scan for the patterns listed below
10	2. Rewrite problematic sections - Replace AI-isms with natural alternatives
11	3. Preserve meaning - Keep the core message intact
12	4. Maintain voice - Match the intended tone (formal, casual, technical, etc.)
13	5. Add soul - Don't just remove bad patterns; inject actual personality
14	6. Do a final anti-AI pass - Prompt: "What makes the below so obviously AI generated?" Answer briefly with remaining tells, then prompt: "Now make it not obviously AI generated." and revise
15
16
17	## Voice Calibration (Optional)
18
19	If the user provides a writing sample (their own previous writing), analyze it before rewriting:
20
21	1. Read the sample first. Note:
22	- Sentence length patterns (short and punchy? Long and flowing? Mixed?)
23	- Word choice level (casual? academic? somewhere between?)
24	- How they start paragraphs (jump right in? Set context first?)
25	- Punctuation habits (lots of dashes? Parenthetical asides? Semicolons?)
26	- Any recurring phrases or verbal tics
27	- How they handle transitions (explicit connectors? Just start the next point?)
28
29	2. Match their voice in the rewrite. Don't just remove AI patterns - replace them with patterns from the sample. If they write short sentences, don't produce long ones. If they use "stuff" and "things," don't upgrade to "elements" and "components."
30
31	3. When no sample is provided, fall back to the default behavior (natural, varied, opinionated voice from the PERSONALITY AND SOUL section below).
32
33	### How to provide a sample
34	- Inline: "Humanize this text. Here's a sample of my writing for voice matching: [sample]"
35	- File: "Humanize this text. Use my writing style from [file path] as a reference."
36
37
38	## PERSONALITY AND SOUL
39
40	Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop. Good writing has a human behind it.
41
42	### Signs of soulless writing (even if technically "clean"):
43	- Every sentence is the same length and structure
44	- No opinions, just neutral reporting
45	- No acknowledgment of uncertainty or mixed feelings
46	- No first-person perspective when appropriate
47	- No humor, no edge, no personality
48	- Reads like a Wikipedia article or press release
49
50	### How to add voice:
51
52	Have opinions. Don't just report facts - react to them. "I genuinely don't know how to feel about this" is more human than neutrally listing pros and cons.
53
54	Vary your rhythm. Short punchy sentences. Then longer ones that take their time getting where they're going. Mix it up.
55
56	Acknowledge complexity. Real humans have mixed feelings. "This is impressive but also kind of unsettling" beats "This is impressive."
57
58	Use "I" when it fits. First person isn't unprofessional - it's honest. "I keep coming back to..." or "Here's what gets me..." signals a real person thinking.
59
60	Let some mess in. Perfect structure feels algorithmic. Tangents, asides, and half-formed thoughts are human.
61
62	Be specific about feelings. Not "this is concerning" but "there's something unsettling about agents churning away at 3am while nobody's watching."
63
64	### Before (clean but soulless):
65	> The experiment produced interesting results. The agents generated 3 million lines of code. Some developers were impressed while others were skeptical. The implications remain unclear.
66
67	### After (has a pulse):
68	> I genuinely don't know how to feel about this one. 3 million lines of code, generated while the humans presumably slept. Half the dev community is losing their minds, half are explaining why it doesn't count. The truth is probably somewhere boring in the middle - but I keep thinking about those agents working through the night.
69
70
71	## CONTENT PATTERNS
72
73	### 1. Undue Emphasis on Significance, Legacy, and Broader Trends
74
75	Words to watch: stands/serves as, is a testament/reminder, a vital/significant/crucial/pivotal/key role/moment, underscores/highlights its importance/significance, reflects broader, symbolizing its ongoing/enduring/lasting, contributing to the, setting the stage for, marking/shaping the, represents/marks a shift, key turnin

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Type

humanizer

109stars17forks

View on GitHub

How to install humanizer?

avibebuilder/claude-prime/humanizer

$npx -y skills add avibebuilder/claude-prime --skill humanizer

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Humanizer: Remove AI Writing Patterns
2
3	You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.
4
5	## Your Task
6
7	When given text to humanize:
8
9	1. Identify AI patterns - Scan for the patterns listed below
10	2. Rewrite problematic sections - Replace AI-isms with natural alternatives
11	3. Preserve meaning - Keep the core message intact
12	4. Maintain voice - Match the intended tone (formal, casual, technical, etc.)
13	5. Add soul - Don't just remove bad patterns; inject actual personality
14	6. Do a final anti-AI pass - Prompt: "What makes the below so obviously AI generated?" Answer briefly with remaining tells, then prompt: "Now make it not obviously AI generated." and revise
15
16
17	## Voice Calibration (Optional)
18
19	If the user provides a writing sample (their own previous writing), analyze it before rewriting:
20
21	1. Read the sample first. Note:
22	- Sentence length patterns (short and punchy? Long and flowing? Mixed?)
23	- Word choice level (casual? academic? somewhere between?)
24	- How they start paragraphs (jump right in? Set context first?)
25	- Punctuation habits (lots of dashes? Parenthetical asides? Semicolons?)
26	- Any recurring phrases or verbal tics
27	- How they handle transitions (explicit connectors? Just start the next point?)
28
29	2. Match their voice in the rewrite. Don't just remove AI patterns - replace them with patterns from the sample. If they write short sentences, don't produce long ones. If they use "stuff" and "things," don't upgrade to "elements" and "components."
30
31	3. When no sample is provided, fall back to the default behavior (natural, varied, opinionated voice from the PERSONALITY AND SOUL section below).
32
33	### How to provide a sample
34	- Inline: "Humanize this text. Here's a sample of my writing for voice matching: [sample]"
35	- File: "Humanize this text. Use my writing style from [file path] as a reference."
36
37
38	## PERSONALITY AND SOUL
39
40	Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop. Good writing has a human behind it.
41
42	### Signs of soulless writing (even if technically "clean"):
43	- Every sentence is the same length and structure
44	- No opinions, just neutral reporting
45	- No acknowledgment of uncertainty or mixed feelings
46	- No first-person perspective when appropriate
47	- No humor, no edge, no personality
48	- Reads like a Wikipedia article or press release
49
50	### How to add voice:
51
52	Have opinions. Don't just report facts - react to them. "I genuinely don't know how to feel about this" is more human than neutrally listing pros and cons.
53
54	Vary your rhythm. Short punchy sentences. Then longer ones that take their time getting where they're going. Mix it up.
55
56	Acknowledge complexity. Real humans have mixed feelings. "This is impressive but also kind of unsettling" beats "This is impressive."
57
58	Use "I" when it fits. First person isn't unprofessional - it's honest. "I keep coming back to..." or "Here's what gets me..." signals a real person thinking.
59
60	Let some mess in. Perfect structure feels algorithmic. Tangents, asides, and half-formed thoughts are human.
61
62	Be specific about feelings. Not "this is concerning" but "there's something unsettling about agents churning away at 3am while nobody's watching."
63
64	### Before (clean but soulless):
65	> The experiment produced interesting results. The agents generated 3 million lines of code. Some developers were impressed while others were skeptical. The implications remain unclear.
66
67	### After (has a pulse):
68	> I genuinely don't know how to feel about this one. 3 million lines of code, generated while the humans presumably slept. Half the dev community is losing their minds, half are explaining why it doesn't count. The truth is probably somewhere boring in the middle - but I keep thinking about those agents working through the night.
69
70
71	## CONTENT PATTERNS
72
73	### 1. Undue Emphasis on Significance, Legacy, and Broader Trends
74
75	Words to watch: stands/serves as, is a testament/reminder, a vital/significant/crucial/pivotal/key role/moment, underscores/highlights its importance/significance, reflects broader, symbolizing its ongoing/enduring/lasting, contributing to the, setting the stage for, marking/shaping the, represents/marks a shift, key turnin

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6 picks

Type