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[Resource]: #731

@Hakku

Description

@Hakku

Display Name

finnish-humanizer

Category

Agent Skills

Sub-Category

General

Primary Link

https://github.com/Hakku/finnish-humanizer

Author Name

Hakku

Author Link

https://github.com/Hakku

License

MIT

Other License

No response

Description

Detects and removes 26 AI-generated markers from Finnish text, making it sound like a native speaker wrote it. Covers
Finnish-specific patterns (passive overuse, missing particles, translation structures) and universal patterns (significance inflation,
hedging, filler phrases). Works across Claude Code, Claude.ai, Cursor, and GitHub Copilot.

Validate Claims

Install the skill and paste any AI-generated Finnish text. The skill identifies specific AI patterns by number and rewrites the text

with natural Finnish constructions. Compare the before/after to see concrete changes.

Specific Task(s)

Ask Claude to generate a 100-word Finnish paragraph about remote work, then run /finnish-humanizer on it. The skill should identify
patterns like passive overuse, missing particles, and significance inflation, then produce a noticeably more natural version.

Specific Prompt(s)

First: "Kirjoita 100 sanaa etätyön hyödyistä." Then: "/finnish-humanizer" and paste the generated text.

Additional Comments

This is the first (and currently only) Finnish-language AI text humanizer skill. Finnish has unique characteristics (agglutination,
particles, consonant gradation) that generic humanizers miss. The skill ships with multi-platform support — dist packages for Cursor
(.mdc) and GitHub Copilot (.instructions.md) are included in the repo.

Recommendation Checklist

  • I have checked that this resource hasn't already been submitted
  • My resource provides genuine value to Claude Code users, and any risks are clearly stated
  • All provided links are working and publicly accessible
  • I am submitting only ONE resource in this issue
  • I understand that low-quality or duplicate submissions may be rejected

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