skills.rest
davepoon
davepoonCOMMUNITY
Explore all skills by this author →
Website𝕏@davepoonGitHub

de-ai-writer

Rewrites AI-generated Chinese copy into natural human-sounding text via LLM APIs.

3.4k|487|Updated Jul 25, 2025
Search Tags:#LLM API#prompt#rewrite#weChat#content polishing#AI text#chinese copywriting
One-click install
npx skills add https://github.com/davepoon/buildwithclaude --skill de-ai-writer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: de-ai-writer
Source: https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/de-ai-writer
Command: npx skills add https://github.com/davepoon/buildwithclaude --skill de-ai-writer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

AI-generated Chinese copy often sounds robotic, with hollow buzzwords, rigid parallel structures, and templated endings. This Skill rewrites such text (WeChat articles, Xiaohongshu posts, e-commerce copy) into natural, human-sounding Chinese.

Core Features & Use Cases

  • AI-Flavor Removal: Eliminates empty exaggeration, triple parallelism, corporate jargon, and formulaic closings using a built-in rewriting prompt.
  • Flexible LLM Backend: Works with any OpenAI-compatible API (DeepSeek, OpenAI, etc.) configured via environment variables or a config file.
  • Zero-Cost Prompt Mode: Without an API key, outputs the complete rewriting prompt for pasting into any AI assistant.
  • Use Case: Paste a stiff AI-drafted product description and receive a natural version with varied sentence rhythm and a genuine human voice.

Quick Start

Rewrite the attached AI-generated draft so it reads like natural human-written Chinese, removing buzzwords and templated phrasing.

Frequently Asked Questions about de-ai-writer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove the AI flavor from Chinese marketing copy?▼

Run the deai.py script with your text file as input and an OpenAI-compatible API key configured. It applies a built-in rewriting prompt that strips hollow buzzwords, parallel structures, and templated endings while preserving facts.

Can I use this rewriting tool without an API key?▼

Yes, use the --prompt-only flag to output the complete rewriting prompt without calling any API. Paste that prompt into any AI assistant like ChatGPT, Wenxin, or Kimi to perform the rewrite manually.

Which LLM APIs are compatible with this rewriting script?▼

Any OpenAI-compatible chat completions endpoint works, including DeepSeek and OpenAI. Set LLM_BASE_URL, LLM_MODEL, and LLM_API_KEY environment variables, or use a ~/.deai_writer.conf config file.

Does the script require installing Python packages?▼

No, it uses only the Python standard library (urllib, json, argparse, configparser). No pip installs or third-party dependencies are needed to run it.

Why does the script fail with an API key error?▼

The script exits when no API key is found in the LLM_API_KEY environment variable, the --api-key argument, or the ~/.deai_writer.conf file. Configure one of these, or switch to --prompt-only mode.

Related Skills

Explore More Content & Communication Skills→
cnfjlhjcnfjlhj
425

writing-anti-ai

Detect and rewrite AI-generated writing patterns in English and Chinese prose.

Community
Intermediate
TeamWiseFlowTeamWiseFlow
8.5k

published-track

Records published content and engagement metrics across social platforms in a SQLite database.

Official
Advanced
iamasters-academyiamasters-academy
20

tool-output-verifier

Validate text outputs for brand consistency, readability, length, and factual accuracy.

Official
Advanced
mintlifymintlify
427

doc-helper

Draft and refine Markdown/MDX documentation within Mintlify-powered sites.

Official
Basic