humanizer

Name: humanizer
Author: blader

30kstars2.8kforks

How to install humanizer?

blader/humanizer

$git clone https://github.com/blader/humanizer

Installs into the current project.

Summary

A portable agent skill that removes signs of AI-generated writing from text, making it sound more natural and human. It is plain Markdown, so it can run in any harness that supports skill-style instructions.

Files · 1

View on GitHub

README.md

1	# Humanizer
2
3	[![skills.sh installs](https://skills.sh/b/blader/humanizer)](https://skills.sh/blader/humanizer)
4
5	A portable agent skill that removes signs of AI-generated writing from text, making it sound more natural and human. It is plain Markdown, so it can run in any harness that supports skill-style instructions.
6
7	## Installation
8
9	### Skills CLI
10
11	Install globally with the cross-agent skills CLI so Humanizer is available in every project:
12
13	```bash
14	npx skills add blader/humanizer --global
15	```
16
17	Update an existing install:
18
19	```bash
20	npx skills update humanizer --global
21	```
22
23	To install globally into every supported agent harness:
24
25	```bash
26	npx skills add blader/humanizer --global --agent '*'
27	```
28
29	To target one configured harness, pass its agent name:
30
31	```bash
32	npx skills add blader/humanizer --global --agent <agent-name>
33	```
34
35	Omit `--global` for a project-local install that can be committed and shared with collaborators. Start a new agent session or reload skills after installation.
36
37	### Claude Code plugin
38
39	Claude Code users can also install Humanizer as a plugin:
40
41	```
42	/plugin marketplace add blader/humanizer
43	/plugin install humanizer@humanizer
44	```
45
46	The skill is then invoked as `/humanizer:humanizer`.
47
48	### Manual
49
50	Any agent harness can use the skill directly because the runtime artifact is `SKILL.md`. Install it wherever your harness expects skill directories, or copy `SKILL.md` into an existing skill folder.
51
52	For example:
53
54	```bash
55	git clone https://github.com/blader/humanizer.git /path/to/your/skills/humanizer
56	```
57
58	Or, if you already have this repo cloned:
59
60	```bash
61	mkdir -p /path/to/your/skills/humanizer
62	cp SKILL.md /path/to/your/skills/humanizer/
63	```
64
65	## Usage
66
67	Invoke the skill however your agent harness exposes installed skills. Common forms include a slash command or a direct request:
68
69	```
70	/humanizer
71
72	[paste your text here]
73	```
74
75	```
76	Please humanize this text: [your text]
77	```
78
79	Point it at a file and the skill rewrites it in place:
80
81	```
82	Humanize the prose in docs/launch-post.md
83	```
84
85	### Voice Calibration
86
87	To match your personal writing style, provide a sample of your own writing:
88
89	```
90	/humanizer
91
92	Here's a sample of my writing for voice matching:
93	[paste 2-3 paragraphs of your own writing]
94
95	Now humanize this text:
96	[paste AI text to humanize]
97	```
98
99	The skill will analyze your sentence rhythm, word choices, and quirks, then apply them to the rewrite instead of producing generic "clean" output.
100
101	## Overview
102
103	Based on [Wikipedia's "Signs of AI writing"](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing) guide, maintained by WikiProject AI Cleanup. This comprehensive guide comes from observations of thousands of instances of AI-generated text.
104
105	The skill also includes a final "obviously AI generated" audit pass and a second rewrite, to catch lingering AI-isms in the first draft.
106
107	Rewrites follow a no-fabrication rule: they never add facts, names, dates, or citations that aren't in the source text. Specificity has to come from the source or the author, not from the rewrite.
108
109	### Key Insight from Wikipedia
110
111	> "LLMs use statistical algorithms to guess what should come next. The result tends toward the most statistically likely result that applies to the widest variety of cases."
112
113	## 33 Patterns Detected (with Before/After Examples)
114
115	### Content Patterns
116
117	\| # \| Pattern \| Before \| After \|
118	\|---\|---------\|--------\|-------\|
119	\| 1 \| Significance inflation \| "marking a pivotal moment in the evolution of..." \| "was established in 1989 as part of a wider decentralization" \|
120	\| 2 \| Notability name-dropping \| "cited in NYT, BBC, FT, and The Hindu" \| Trim the list; keep only sourced context \|
121	\| 3 \| Superficial -ing analyses \| "symbolizing... reflecting... showcasing..." \| Remove, or keep only what the source supports \|
122	\| 4 \| Promotional language \| "nestled within the breathtaking region" \| "is a town in the Gonder region" \|
123	\| 5 \| Vague attributions \| "Experts believe it plays a crucial role" \| Name a real source or cut the

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humanizer

30kstars2.8kforks

View on GitHub

How to install humanizer?

blader/humanizer

$git clone https://github.com/blader/humanizer

Installs into the current project.

Summary

Files · 1

View on GitHub

README.md

1	# Humanizer
2
3	[![skills.sh installs](https://skills.sh/b/blader/humanizer)](https://skills.sh/blader/humanizer)
4
5	A portable agent skill that removes signs of AI-generated writing from text, making it sound more natural and human. It is plain Markdown, so it can run in any harness that supports skill-style instructions.
6
7	## Installation
8
9	### Skills CLI
10
11	Install globally with the cross-agent skills CLI so Humanizer is available in every project:
12
13	```bash
14	npx skills add blader/humanizer --global
15	```
16
17	Update an existing install:
18
19	```bash
20	npx skills update humanizer --global
21	```
22
23	To install globally into every supported agent harness:
24
25	```bash
26	npx skills add blader/humanizer --global --agent '*'
27	```
28
29	To target one configured harness, pass its agent name:
30
31	```bash
32	npx skills add blader/humanizer --global --agent <agent-name>
33	```
34
35	Omit `--global` for a project-local install that can be committed and shared with collaborators. Start a new agent session or reload skills after installation.
36
37	### Claude Code plugin
38
39	Claude Code users can also install Humanizer as a plugin:
40
41	```
42	/plugin marketplace add blader/humanizer
43	/plugin install humanizer@humanizer
44	```
45
46	The skill is then invoked as `/humanizer:humanizer`.
47
48	### Manual
49
50	Any agent harness can use the skill directly because the runtime artifact is `SKILL.md`. Install it wherever your harness expects skill directories, or copy `SKILL.md` into an existing skill folder.
51
52	For example:
53
54	```bash
55	git clone https://github.com/blader/humanizer.git /path/to/your/skills/humanizer
56	```
57
58	Or, if you already have this repo cloned:
59
60	```bash
61	mkdir -p /path/to/your/skills/humanizer
62	cp SKILL.md /path/to/your/skills/humanizer/
63	```
64
65	## Usage
66
67	Invoke the skill however your agent harness exposes installed skills. Common forms include a slash command or a direct request:
68
69	```
70	/humanizer
71
72	[paste your text here]
73	```
74
75	```
76	Please humanize this text: [your text]
77	```
78
79	Point it at a file and the skill rewrites it in place:
80
81	```
82	Humanize the prose in docs/launch-post.md
83	```
84
85	### Voice Calibration
86
87	To match your personal writing style, provide a sample of your own writing:
88
89	```
90	/humanizer
91
92	Here's a sample of my writing for voice matching:
93	[paste 2-3 paragraphs of your own writing]
94
95	Now humanize this text:
96	[paste AI text to humanize]
97	```
98
99	The skill will analyze your sentence rhythm, word choices, and quirks, then apply them to the rewrite instead of producing generic "clean" output.
100
101	## Overview
102
103	Based on [Wikipedia's "Signs of AI writing"](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing) guide, maintained by WikiProject AI Cleanup. This comprehensive guide comes from observations of thousands of instances of AI-generated text.
104
105	The skill also includes a final "obviously AI generated" audit pass and a second rewrite, to catch lingering AI-isms in the first draft.
106
107	Rewrites follow a no-fabrication rule: they never add facts, names, dates, or citations that aren't in the source text. Specificity has to come from the source or the author, not from the rewrite.
108
109	### Key Insight from Wikipedia
110
111	> "LLMs use statistical algorithms to guess what should come next. The result tends toward the most statistically likely result that applies to the widest variety of cases."
112
113	## 33 Patterns Detected (with Before/After Examples)
114
115	### Content Patterns
116
117	\| # \| Pattern \| Before \| After \|
118	\|---\|---------\|--------\|-------\|
119	\| 1 \| Significance inflation \| "marking a pivotal moment in the evolution of..." \| "was established in 1989 as part of a wider decentralization" \|
120	\| 2 \| Notability name-dropping \| "cited in NYT, BBC, FT, and The Hindu" \| Trim the list; keep only sourced context \|
121	\| 3 \| Superficial -ing analyses \| "symbolizing... reflecting... showcasing..." \| Remove, or keep only what the source supports \|
122	\| 4 \| Promotional language \| "nestled within the breathtaking region" \| "is a town in the Gonder region" \|
123	\| 5 \| Vague attributions \| "Experts believe it plays a crucial role" \| Name a real source or cut the

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6 picks

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