# Why the ai-detection Keyword Was Removed from Humanizer’s Package Files

> Discover why the ai-detection keyword was removed from Humanizer's package files. Learn about the project's pivot to content humanization and the impact on its README.

- Repository: [Siqi Chen/humanizer](https://github.com/blader/humanizer)
- Tags: best-practices
- Published: 2026-09-12

---

**The `ai-detection` keyword was removed from Humanizer's package files in version 3.0.0 because the project pivoted from detecting AI-generated content to humanizing it, rendering the original keyword misleading.**

The `blader/humanizer` repository underwent a strategic shift in its 3.0.0 release, explicitly dropping the **ai-detection keyword** from its plugin manifest to align metadata with actual functionality. This change reflects the tool’s evolution from a detection utility to a writing assistant that rewrites AI-styled prose into natural human language without altering underlying meaning.

## The Pivot from Detection to Humanization

Version 3.0.0 marked a fundamental change in the skill’s purpose. Previously, the repository may have suggested AI-detection capabilities through its keywords, but the current implementation focuses exclusively on **humanizing** text—transforming robotic, AI-generated output into conversational, human-like writing.

Because the skill no longer provides detection functionality, retaining the `ai-detection` keyword would create confusion for users expecting to identify synthetic text. The maintainers removed it to ensure package metadata accurately represents the tool’s humanization features.

## Where the Removal Is Documented

The exclusion of the **ai-detection keyword** is explicitly noted in the project documentation. In [`README.md`](https://github.com/blader/humanizer/blob/main/README.md) at lines 171-173, the README states that the keyword was intentionally omitted from package files starting with the 3.0.0 release.

This documentation change accompanies the functional pivot, ensuring users understand that the tool no longer claims detection capabilities through its metadata or its codebase.

## Current Package Metadata

The plugin manifest now reflects only keywords relevant to the humanization workflow. In [`.claude-plugin/plugin.json`](https://github.com/blader/humanizer/blob/main/.claude-plugin/plugin.json) at lines 13-14, the keywords array includes:

- `writing`
- `editing`
- `humanize`
- `prose`
- `style`

Notably absent is any reference to `ai-detection`, preventing the package from appearing in searches or categories related to AI detection tools. This metadata accuracy ensures users install the skill for its intended purpose: rewriting content to sound authentically human.

## Practical Usage Without ai-detection

Since the tool focuses purely on transformation rather than detection, you interact with it using humanization commands. The **ai-detection keyword** is unnecessary for installation or operation.

To humanize text directly:

```markdown
/humanizer
[Paste AI-generated text here]

```

To install the skill globally via the Skills CLI:

```bash
npx skills add blader/humanizer --global

```

These commands function without referencing `ai-detection` because the skill’s intent is strictly to refine prose style, not to analyze text origin.

## Summary

- The **ai-detection keyword** was removed in Humanizer 3.0.0 to reflect the project’s shift from detection to humanization.
- [`README.md`](https://github.com/blader/humanizer/blob/main/README.md) documents this removal at lines 171-173, ensuring transparency about the functional pivot.
- [`.claude-plugin/plugin.json`](https://github.com/blader/humanizer/blob/main/.claude-plugin/plugin.json) now lists only relevant keywords (`writing`, `editing`, `humanize`, `prose`, `style`) at lines 13-14.
- The tool transforms AI-generated text into natural human prose but does not detect whether text is AI-generated.

## Frequently Asked Questions

### Why was the ai-detection keyword removed from Humanizer?

The keyword was removed because Humanizer abandoned AI detection capabilities in version 3.0.0 to focus exclusively on rewriting AI-generated text to sound human. Keeping the keyword would mislead users into thinking the tool could identify synthetic content.

### What keywords are currently used in Humanizer's package files?

According to [`.claude-plugin/plugin.json`](https://github.com/blader/humanizer/blob/main/.claude-plugin/plugin.json), the current keywords are `writing`, `editing`, `humanize`, `prose`, and `style`. These terms accurately describe the tool’s text transformation and editing capabilities.

### Can Humanizer still detect AI-generated text?

No. As implemented in `blader/humanizer`, the skill provides no detection functionality. It only accepts text input and rewrites it to mimic natural human writing patterns, regardless of the text’s original source.

### How do I install Humanizer if I need AI detection capabilities?

You cannot use Humanizer for AI detection, as the tool explicitly removed this functionality and the associated **ai-detection keyword** from its package metadata. For detection features, you must use a different tool specifically designed for that purpose.