dmminga1983

Minga Humanize Text — AI skill for Claude Code

AI community

Claude Code skill: humanizes finished text (captions, tags, reels, lyrics, tables/reports, spoken scripts) before publishing — strips AI tells.

How to install Minga Humanize Text

This entry records only its repository, not the path inside it, so there is no exact command to give. Open dmminga1983/minga-humanize-text and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Minga Humanize Text does

Claude Code skill: humanizes finished text (captions, tags, reels, lyrics, tables/reports, spoken scripts) before publishing — strips AI tells.

Alternatives in AI

Om Humanize — Voice-calibrated editing — makes Claude-drafted text sound like you wrote it, not like AI wrote it 4.6k ★
Humanize Ppt — AST-based outline director for human-centered AI presentation workflows 934 ★
DontFeedTheAI — Transparent anonymization proxy for AI-assisted pentesting 654 ★

README

minga-humanize-text

Claude Code skill that strips the "AI smell" out of a finished text — descriptions, tags, reels, lyrics, tables/reports, conversational scripts — before it goes out for publishing or voice-over.

It's a final polish pass, run *after* the content itself (facts, structure, meaning) is already done — not a replacement for writing.

What it catches

A two-pass diagnostic across five pattern groups:

Content patterns — phantom sources ("according to studies" with no study), vague generalizations, empty praise, overstated significance, wishy-washy "on one hand / on the other" with no actual position
AI vocabulary — filler intros ("in today's world", "it's worth noting"), inflated nouns/verbs ("ecosystem", "unlock the potential", "seamless"), excessive intensifiers, "this isn't just X, it's Y" constructions
Style patterns — too-even paragraph lengths, the "rule of three" examples where two or four would read more naturally, overused dashes, decorative emoji, suspiciously polished rhythm
Structural patterns — "in this article we'll cover..." openers, "thus we can conclude" closers, headings that just restate the prompt
Communication patterns — servile sign-offs ("let me know if you have questions"), hedge-disclaimers, apologizing before a direct criticism

If a paragraph hits 2+ markers, it gets rewritten whole rather than patched line by line.

Format-specific notes are included for reel/post captions and tags, song lyrics, tables and management reports, and spoken/voice-over scripts — each has its own version of "sounds human."

If the user's own writing-style profile is already saved, the skill leans on that voice first; otherwise it falls back to the general principles above.

Install

Copy `SKILL.md` into your skills folder:

mkdir -p ~/.claude/skills/minga-humanize-text
curl -fsSL https://raw.githubusercontent.com/dmminga1983/minga-humanize-text/main/SKILL.md -o ~/.claude/skills/minga-humanize-text/SKI