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Add Finnish AI text humanizer skill#731

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aaronpowell merged 5 commits intogithub:mainfrom
Hakku:add-finnish-humanizer-prompt
Feb 16, 2026
Merged

Add Finnish AI text humanizer skill#731
aaronpowell merged 5 commits intogithub:mainfrom
Hakku:add-finnish-humanizer-prompt

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@Hakku
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@Hakku Hakku commented Feb 15, 2026

Summary

Adds a prompt that detects and removes 26 AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it.

Finnish has unique linguistic characteristics (agglutination, particles, consonant gradation) that generic humanizers miss. This prompt covers:

  • 12 Finnish-specific patterns: passive overuse, missing particles, translation structures, genitive chains, etc.
  • 14 universal patterns adapted for Finnish: significance inflation, flattering tone, filler phrases, etc.
  • Adaptive workflow: short text processed directly, long text analyzed first with user confirmation

How to validate

  1. Ask any LLM to generate a 100-word Finnish paragraph about remote work
  2. Use this prompt on the generated text
  3. Compare before/after — the humanized version should have shorter sentences, particles (-han, -pa, kyllä), and no filler phrases

Details

Detects and removes 26 AI-generated markers from Finnish text,
making it sound like a native Finnish speaker wrote it.
"alle" (under/below) and "vai" (or) are valid Finnish words
used in the Finnish AI text humanizer prompt.
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I think this would be better defined as a skill rather than a prompt file.

Prompts need to be manually invoked by the user, whereas using a skill, the agent can leverage them in the same was a custom instruction could be leveraged, but it can also be invoked by a slash command if you want to specifically execute it.

Per reviewer feedback, migrate from prompts/ to skills/ format:
- Move prompt → skills/finnish-humanizer/SKILL.md with proper frontmatter
- Bundle references/patterns.md (26 AI patterns + 4 style markers)
- Regenerate README tables via npm start
@Hakku
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Hakku commented Feb 16, 2026

Converted from prompt to skill format as requested:

  • Moved prompts/humanize-finnish-ai-text.prompt.mdskills/finnish-humanizer/SKILL.md
  • Added proper skill frontmatter (name, description)
  • Bundled references/patterns.md with the full 26-pattern list
  • Regenerated README tables via npm start
  • Validation passes: npm run skill:validate → 44/44 valid

The description follows the WHAT + WHEN + keywords pattern from the contributing guide.

@Hakku Hakku changed the title Add Finnish AI text humanizer prompt Add Finnish AI text humanizer skill Feb 16, 2026
@aaronpowell aaronpowell merged commit aed6397 into github:main Feb 16, 2026
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2 participants