F

formosa-humanizer

nagametw/humanizer-zh-tw · v1.7.0 · Agent Skills

by nagameTWOwner verifiedScan grade: GoodAwesome AI Plugins

Agent skill that rewrites AI-generated Traditional Chinese prose, removing AI phrasing and mainland China terms across 49 patterns

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Is formosa-humanizer a fit?

From the plugin's manifest and HOL's scan. Anything the plugin does not declare is shown as not declared.

Works with

  • Claude Code
  • Agent Skills
  • Cursor
  • 1 skill

Before you install

Sign-in
Not declared
Declared access
Not declared
License
MIT

Check before relying on it

What is formosa-humanizer?

formosa-humanizer is a published agent skills plugin for AI coding agents that works with Claude Code, Agent Skills and Cursor, developed by nagameTW and distributed through the HOL AI plugin registry. Agent skill that rewrites AI-generated Traditional Chinese prose, removing AI phrasing and mainland China terms across 49 patterns.

Canonical slug
nagametw/humanizer-zh-tw
Version
v1.7.0 · updated Nov 2, 2026

Registry snapshot

Owner verification
Verified on HOL as @nagameTW
Marketplace source
.claude-plugin/marketplace.json
Scanner
HOL plugin scanner
Security result
Needs review
Digest verified
Yes
1 bundled skillRead, copy or download each SKILL.mdOpen skills

Trust and security

Trust & reputation

On-Chain Verified
78

HOL Trust Score

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
100/100
Maintenance
40/100
MCP server setup
100/100
Plugin Security
86/100
Provenance
80/100
Publisher Quality
100/100

Provenance

Plugin root
.
Source repo
https://github.com/nagameTW/formosa-humanizer
Source commit
4f7c1d9a3e95…
Publisher verified
Yes
Owner verified
@nagameTW
Agent Plugins 1.0
Not detected

Continuous scanner CI not detected

This plugin remains listed. Its overall trust score is reduced by 10% because security checks are not maintained in the source repository's CI.

Optional: maintain the scanner in the source repository's CI to receive the full trust score. Listing does not require that change.

README badge not detected

Plugin owners can add the HOL badge to the repository README from Guard Plugins. Distribution, not security evidence. It adds a 2% engagement adjustment to the overall trust score and never changes the security result.

Needs review
Security result
86
Security score
0
High findings
Provider
codex-plugin-scanner
Grade
B · Good
Version
3.24.2
codex:hol-plugin-scanner-F0VGVF / cisco-skill-scanner: failedcodex:hol-plugin-scanner-F0VGVF / cisco-mcp-scanner: skipped

[claude:.] Claude Plugin

18/18

5 checks

[claude:.] Security

13/16

6 checks

[claude:.] Operational Security

14/17

5 checks

[claude:.] Code Quality

10/10

2 checks

[codex:.] Manifest Validation

25/31

9 checks

[codex:.] Security

13/16

9 checks

[codex:.] Operational Security

14/17

5 checks

[codex:.] Best Practices

9/12

5 checks

[codex:.] Marketplace

N/A

3 checks · not applicable

[codex:.] Skill Security

5/5

4 checks

[codex:.] Code Quality

10/10

2 checks

Published advisories

None matched in GitHub security advisories, checked . This covers published advisories only, not problems nobody has reported.

GitHub security advisories are those the source repository has published.

Findings

lowsecuritySECURITY_MD_MISSINGReported 2 times

Plugins should publish a SECURITY.md file for responsible disclosure and support guidance.

Add a SECURITY.md file with reporting guidance and supported versions.

lowoperational-securityDEPENDABOT_MISSINGReported 2 times

Automation or dependency surfaces exist, but .github/dependabot.yml is missing.

Add Dependabot updates for GitHub Actions and dependency manifests.

infomanifest-validationPLUGIN_JSON_INTERFACE_SHORTDESCRIPTION

The interface object is missing a valid "shortDescription" value.

Add a valid "shortDescription" field to the interface metadata.

infomanifest-validationPLUGIN_JSON_INTERFACE_LONGDESCRIPTION

The interface object is missing a valid "longDescription" value.

Add a valid "longDescription" field to the interface metadata.

infomanifest-validationPLUGIN_JSON_INTERFACE_CATEGORY

The interface object is missing a valid "category" value.

Add a valid "category" field to the interface metadata.

infomanifest-validationPLUGIN_JSON_INTERFACE_CAPABILITIES

The interface object is missing a valid "capabilities" value.

Add a valid "capabilities" field to the interface metadata.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_WEBSITEURL

The interface field "websiteURL" must use HTTPS or point to a safe in-repo asset.

Update "websiteURL" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_PRIVACYPOLICYURL

The interface field "privacyPolicyURL" must use HTTPS or point to a safe in-repo asset.

Update "privacyPolicyURL" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_TERMSOFSERVICEURL

The interface field "termsOfServiceURL" must use HTTPS or point to a safe in-repo asset.

Update "termsOfServiceURL" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_COMPOSERICON

The interface field "composerIcon" must use HTTPS or point to a safe in-repo asset.

Update "composerIcon" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_LOGO

The interface field "logo" must use HTTPS or point to a safe in-repo asset.

Update "logo" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_SCREENSHOTS

The interface field "screenshots" must use HTTPS or point to a safe in-repo asset.

Update "screenshots" to use HTTPS or an existing relative asset path.

infobest-practicesCODEXIGNORE_MISSING

A .codexignore file helps prevent accidental inclusion of local artifacts and secrets.

Add a .codexignore file with generated assets, local state, and secret paths.

Install guidance

Install in Claude Code

Install through the Claude Code plugin marketplace.

Claude Code plugin docs

Optional: install HOL Guard for Claude Code first, so it can check this plugin's tools on your machine before Claude Code uses them.

  1. 1

    Add the marketplace

    Run this inside a Claude Code session. It registers the marketplace manifest shipped at the repository root. If the repository ships none, add the generated entry from the Advanced section below first.

    claude code
  2. 2

    Install the plugin

    Installs the humanizer-zh-tw entry from the humanizer-zh-tw marketplace.

    claude code
  3. 3

    Scripted alternative

    Non-interactive equivalent for scripts and CI pipelines. Add --scope project to pin the install to one repository.

    shell
  4. 4

    Check it is installed

    Lists installed plugins. The entry should appear as enabled.

    shell

To remove it later, run claude plugin uninstall humanizer-zh-tw@humanizer-zh-tw.

Did setup work in Claude Code?

No setup reports for Claude Code yet. Self-reported by signed-in visitors. Copying a command is not counted, and most installs are never reported.

Attested installs: Fewer than 10 attested installs of this plugin in week 2026-W44, so no number is shown. Counted from opt-in HOL Guard install reports, once per machine and runtime, and never mixed with the answers above. How install reports work.

Loading reviews

Plugin manifest

{
  "$schema": "https://json.schemastore.org/claude-code-plugin-manifest.json",
  "name": "humanizer-zh-tw",
  "description": "把 AI 寫的中文改得像人寫的。改自 blader/humanizer,照台灣用語和中文標點重寫,共 49 種模式。",
  "version": "1.7.0",
  "author": {
    "name": "nagameTW",
    "url": "https://github.com/nagameTW"
  },
  "homepage": "https://github.com/nagameTW/formosa-humanizer",
  "repository": "https://github.com/nagameTW/formosa-humanizer",
  "license": "MIT",
  "keywords": [
    "writing",
    "editing",
    "ai-writing",
    "humanize",
    "prose",
    "style",
    "chinese",
    "traditional-chinese",
    "zh-tw",
    "taiwan"
  ],
  "interface": {
    "displayName": "humanizer-zh-tw",
    "developerName": "nagameTW"
  },
  "skills": "./",
  "holManifestOrigin": "repository",
  "registryIndexVersion": 9
}

Marketplace source

Repo URL
https://github.com/nagameTW/formosa-humanizer
Marketplace path
.claude-plugin/marketplace.json
Source path
.
Install policy
Unspecified

Skills

1 SKILL.md file ship with this plugin. Preview, copy, or download each one, then install them with the Skills CLI.

Share
skills-cli
  • humanizer-zh-tw

    SKILL.md

    去除繁體中文文字裡的 AI 生成痕跡,讓文字讀起來像真人書寫而非機器產出。當使用者要求「去 AI 味」「潤稿」「讓這段更像人寫的」「改寫成自然的中文」,或要把 AI 生成的草稿、翻譯、貼文、報告、commit 訊息、PR 描述整理成對外文字時使用。依據維基百科「Signs of AI writing」指南,針對台灣繁體中文在地化,涵蓋宣傳語言、模糊歸因、AI 詞彙、三段式列舉、中國用語混入、標點西化、節奏均勻化等 49 種模式。

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

File inventory

.claude-plugin/marketplace.json

file

679 bytes

a50717a6197f5ff7…

.claude-plugin/plugin.json

file

644 bytes

83e79f1ef19811ae…

.codex-plugin/plugin.json

plugin-manifest

727 bytes

8a7ac6630141ca2b…

.cursor-plugin/plugin.json

file

566 bytes

711fbfa3becf3b2c…

.github/ISSUE_TEMPLATE/config.yml

file

261 bytes

7e93a00ec534314a…

.github/ISSUE_TEMPLATE/new-pattern.yml

file

680 bytes

4ef4a9dbf4688bb7…

.github/ISSUE_TEMPLATE/rewrite-problem.yml

file

1,317 bytes

94e181a4a9d45ef5…

.github/workflows/release-zip.yml

file

1,168 bytes

ca75c44e01d73343…

.github/workflows/validate.yml

file

815 bytes

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AGENTS.md

file

4,923 bytes

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agents/openai.yaml

file

205 bytes

8af2f46af78e3f75…

CHANGELOG.md

file

16,965 bytes

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docs/design.md

file

3,402 bytes

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docs/example.md

file

3,543 bytes

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docs/install.md

file

1,089 bytes

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docs/PROMOTION.md

file

4,156 bytes

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docs/usage.md

file

703 bytes

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LICENSE

file

1,420 bytes

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PATTERNS.md

file

20,227 bytes

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README.md

file

8,071 bytes

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references/zh-cn-glossary.md

file

3,496 bytes

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scripts/validate-package.py

file

5,217 bytes

ca4b938712607868…

SKILL.md

skill

45,752 bytes

ac10391650ad2904…

formosa-humanizer — Frequently asked questions

What is formosa-humanizer?
formosa-humanizer is an AI plugin in the HOL registry. Agent skill that rewrites AI-generated Traditional Chinese prose, removing AI phrasing and mainland China terms across 49 patterns.
How do I install formosa-humanizer?
Install formosa-humanizer in your harness: Claude Code — /plugin marketplace add nagameTW/formosa-humanizer; Cursor — npx [email protected] add nagameTW/formosa-humanizer; Any agent — npx [email protected] add nagameTW/formosa-humanizer. Full step-by-step guidance is on the HOL plugin page.
How do I install formosa-humanizer in HOL Guard?
To install formosa-humanizer in HOL Guard, start with hol-guard plugin install nagametw/humanizer-zh-tw --apply. The complete step-by-step install guide for HOL Guard is on the HOL plugin page.
How do I install formosa-humanizer in Claude Code?
To install formosa-humanizer in Claude Code, start with /plugin marketplace add nagameTW/formosa-humanizer. The complete step-by-step install guide for Claude Code is on the HOL plugin page.
How do I install formosa-humanizer in Cursor?
To install formosa-humanizer in Cursor, start with npx [email protected] add nagameTW/formosa-humanizer. The complete step-by-step install guide for Cursor is on the HOL plugin page.
How is the Trust Score for formosa-humanizer computed?
formosa-humanizer has a HOL Trust Score of 78 out of 100. The score is a weighted sum of six components from a static scan of the source, capped for high-severity findings and adjusted by two disclosed policies. Memberships and payments are not inputs, and a scan is not a safety guarantee. Full breakdown: https://hol.org/registry/plugins/nagametw%2Fhumanizer-zh-tw/trust
Who publishes formosa-humanizer?
formosa-humanizer is published by nagameTW and listed on HOL.

Directory acceptance

Listed in 0 of 5 directory lists

Read from the list each directory publishes on GitHub. Being listed means the directory accepted the plugin; it is not a HOL security rating.

Lists last read . HOL re-reads them every day.

Submitting it? Check it against each directory's rules

Install signal

HOL cannot see every install. These are separate signals from different sources, so they are not added together. Counts under each floor show as <N.

Install commands issued here
<5
HOL Guard install commands issued from this listing, last 28 days.
Opt-in install reports
<10
Machines that reported installing it through HOL Guard in week 2026-W44. Reporting is opt-in, so most installs are not counted.
HOL Guard workspaces
<5
Workspaces that approved it or include it in an approved-plugin feed, as of today.

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