MrGeDiao/shuorenhua
说人话｜中文优先的去 AI 味改写 skill：保事实、分场景、改完可直接发。Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, preserves facts. observed · 2026-08-28
Health v2 · maintenance only
81/100
- Activity 99
- Release rhythm 98
- Longevity 11
Flags: young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 3
- age_days: 164
- days_rel: 12
- days_push: 7
- n_releases_24m: 34
Adoption not part of the score
1245 stars · 67 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Chinese-first rewrite skill that removes AI-generated tone (template phrasing, performative language, translationese) from text while preserving facts like numbers, versions, commands, and attribution. It installs as a skill/plugin into AI coding agents such as Claude Code, Codex, Cursor, and ChatGPT.
Use cases
- remove AI tone from Chinese text
- rewrite AI-drafted Chinese release notes naturally
- clean up AI-sounding README and forum posts
- rewrite chat updates without losing facts
- de-slop Chinese long-form writing
- annotate AI-flavored text without rewriting
When to choose
- you draft Chinese text with AI and it reads robotic or templated
- you need fact-preserving rewrites where numbers and claims must survive
- you use Claude Code, Codex, Cursor, or ChatGPT and want a reusable rewrite skill
When to avoid
- you need English or non-Chinese text rewriting
- you want a standalone app rather than an agent skill/prompt
- you need automated style checking in CI rather than agent-driven rewriting
Facets
plugin · maturity active
prompt-engineering nlp developer-tools developer-tools large-language-models cli cross-platform ai-writing chinese rewriting agent-skill anti-slop text-quality claude-code codex cursor chatgpt natural-language-processing localization
2 sources
- readme: https://github.com/MrGeDiao/shuorenhua · fetched 2026-08-28 · 327e86e1c314
- homepage: https://chatgpt.com/g/g-6a5829b1163481919e1e45851f6bc709-shuo-ren-hua · fetched 2026-08-29 · 64533363597c
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| MrGeDiao/shuorenhua | main | 81 |
For agents
markdown · JSON · MCP: product_card(name="MrGeDiao/shuorenhua")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem