What is humanize?
Rewrite AI-generated developer text to sound human — fix inflated language, filler, tautological docs, and robotic tone. Use after review-ai-writing identifies issues. Source: existential-birds/beagle.
·humanize
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humanize
✓Rewrite AI-generated developer text to sound human — fix inflated language, filler, tautological docs, and robotic tone. Use after review-ai-writing identifies issues.
Installation
How to Install humanize
Quickly install humanize AI skill to your development environment via command line
- Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
- Run Installation Command: Copy and run this command: npx skills add https://github.com/existential-birds/beagle --skill humanize
- Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Source: existential-birds/beagle.
SKILL.md
View rawFix AI-generated writing patterns in docs, docstrings, commit messages, PR descriptions, and code comments. Prioritize deletion over rewriting — the best fix for filler is removal.
| Promotional language | Replace superlatives with specifics | Needs review | | Vague authority | Delete the claim or add a citation | Safe | | Formulaic structure | Remove the intro/conclusion wrapper | Needs review | | Synthetic openers | Delete the opener, start with the point | Safe |
| High-signal AI words | Direct word swap | Safe | | Low-signal clusters | Reduce density, keep 1-2 | Needs review | | Copula avoidance | Use "is/are" naturally | Safe | | Rhetorical devices | Delete the question, state the fact | Safe | | Synonym cycling | Pick one term, use it consistently | Needs review |
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/existential-birds/beagle --skill humanize- Source
- existential-birds/beagle
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-26
- Updated
- 2026-03-11
Quick answers
How do I install humanize?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/existential-birds/beagle --skill humanize Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Where is the source repository?
https://github.com/existential-birds/beagle
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-26