heise3/academic-deai

Language modelsPython

More actions

Chinese and English academic editing to reduce formulaic AI tone while preserving evidence, citations, and author voice.

About the project

A skill for editing Chinese and English academic prose: removes formulaic AI phrasing while preserving facts, citations, terminology, and author voice.

Useful for

Revise a discussion section by removing empty framing phrases
Translate a manuscript into English while keeping terminology and structure
Verify that all numbers, citations, and qualifiers survived the edit

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

4.5 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 3, 2026, 21:28 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

71 stars so far today, about 78 expected by the end of the day.
The repository is 0 days old and already has 73 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
Top new repositories this week: #184.

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Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

Get discoveries in Telegram Read Daily Radar

Numbers

Total stars: 73
Today: 71 · ≈ 78 by evening
Forks: 2
Issues and pull requests: 0
Watchers: 1
Language: Python
License: MIT
Latest release: v3.0.0 · October 3, 2026
Created: October 3, 2026
Last push: October 3, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

October 3, 2026Top new repositories this week: #182

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/heise3/academic-deai.svg?lang=en)](https://gitnova.dev/en/r/heise3/academic-deai)