Atlas / Skills / jiawood2006 / de-ai-writer

de-ai-writerSAFE

skills/jiawood2006/de-ai-writer

Rewrite AI-generated copy into natural human tone. AI文案去AI味,自然化改写。

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.0.0
Hosts
1 documented
License
MIT
Stars
0
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Rewrite AI-sounding Chinese copy into text that reads like a human wrote it.

把 AI 生成的中文改写成有真人味的文字:专治空洞拔高、排比三连、官方黑话、模板化结尾。适用于公众号、小红书、电商文案、产品描述。

[](LICENSE) [](#install) [](https://github.com/jiawood2006/hermes-skills)

Install

# 1) Agent Skills CLI (works with 50+ agent hosts)
npx skills add jiawood2006/de-ai-writer

# 2) Claude Code / any host that reads ~/.claude/skills
git clone https://github.com/jiawood2006/de-ai-writer.git ~/.claude/skills/de-ai-writer

# 3) Hermes Agent
git clone https://github.com/jiawood2006/de-ai-writer.git ~/.hermes/skills/utilities/de-ai-writer

No build step, no account, no telemetry.

Usage

# A) with an API key (best quality) — any OpenAI-compatible endpoint
export LLM_API_KEY="sk-..."                      # or pass --api-key
export LLM_BASE_URL="https://api.deepseek.com/v1"
export LLM_MODEL="deepseek-chat"

python3 scripts/deai.py 稿子.txt -o 改好.txt      # rewrite a file
python3 scripts/deai.py 稿子.txt                  # print to stdout

# B) zero-cost mode — no API call at all, just prints a rewrite prompt you can paste anywhere
python3 scripts/deai.py 稿子.txt --prompt-only

Ask your agent: "帮我把这段去一下 AI 味" and it will drive the script for you.

Requirements

Python 3.9+. Zero third-party dependencies (standard library only). LLM_API_KEY is optional — without it use --prompt-only.

Notes

The zero-cost mode exists on purpose: you can evaluate the rewriting logic before spending a single token.

License

MIT — see LICENSE. Issues and PRs welcome. Part of the hermes-skills collection.

Read from source at commit f2a039bb8e11OBSERVED · 2026-10-13
02

Install

Commands as the repository documents them. They are shown, not run.

npx skills add jiawood2006/de-ai-writer
git clone https://github.com/jiawood2006/de-ai-writer.git ~/.claude/skills/de-ai-writer
git clone https://github.com/jiawood2006/de-ai-writer.git ~/.hermes/skills/utilities/de-ai-writer
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: de-ai-writer
description: "AI 文案去味器。用户提供 AI 生成的文本(公众号/小红书/电商文案等),觉得"太 AI 味"要改得更自然、更像人写的时使用。输出自然有人味的中文。De-AI writer: rewrite AI-generated copy (WeChat articles, Xiaohongshu, e-commerce) into natural, human-sounding Chinese text."
version: 1.0.0
author: 涛哥
license: MIT
metadata:
  hermes:
    tags: [writing, editing, humanize, de-ai, copywriting]
    category: utilities
    homepage: https://gitee.com/tao6677/useful-tools
---

# De-AI Writer AI 文案去味器

把 AI 生成的文字改写成自然、有真人味的中文。专治空洞拔高、排比三连、官方黑话、模板化结尾。

## 触发条件

用户提供一段文字(粘贴或文件),要求:
- "去AI味""改得像人写的""太官方了改自然点"
- 润色文案(公众号/小红书/电商标题/产品描述)

## 使用步骤

### 1. 有 API Key(推荐,效果好)

```bash
export LLM_API_KEY="你的key"
export LLM_BASE_URL="https://api.deepseek.com/v1"  # 任意 OpenAI 兼容接口
export LLM_MODEL="deepseek-chat"

python3 ~/.hermes/skills/utilities/de-ai-writer/scripts/deai.py 稿子.txt -o 改好.txt
```

### 2. 无 API Key(零成本模式)

```bash
python3 ~/.hermes/skills/utilities/de-ai-writer/scripts/deai.py 稿子.txt --prompt-only
```

输出内置完整改写规则的提示词,粘贴到任何 AI 助手(ChatGPT/文心/Kimi)即可改写。

## 零依赖

纯 Python 标准库,无需安装任何包。
05

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (3 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-13 · audit v0.4.1 · source sha f2a039bb8e11full audit observations/trust-audit/skill/jiawood2006__de-ai-writer.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-13f2a039bb8e11SAFEB89first audit
07

Questions

What does the de-ai-writer skill do?

Rewrite AI-generated copy into natural human tone. AI文案去AI味,自然化改写。

Is de-ai-writer safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can de-ai-writer access on my machine?

The audit observed that it reaches the network. Each of those is consistent with what it says it does. Secrets in the source: none found.

Which assistants does de-ai-writer work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (f2a039bb8e11), read on 2026-10-13. The repository is watched, and a new audit runs when it changes — this is the first audit.

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