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What is ai-topic-scout?

jingyi-wu-richael/ai-topic-scout — explained in plain English

Analysis updated 2026-05-18

16Audience · writerComplexity · 1/5LicenseSetup · easy

In one sentence

A Codex skill that scans ten AI news sources daily and turns the strongest stories into ready-to-use Chinese content topic ideas with angles and priority.

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What do people build with it?

USE CASE 1

Get a daily list of 8 to 12 ready-made AI content topic ideas without checking multiple news sources yourself.

USE CASE 2

Scan a week of AI news and papers to find ideas specifically suited to short-video formats.

USE CASE 3

Pull tutorial-style content ideas from recent research papers and GitHub trending repos.

USE CASE 4

Identify the single best topic of the day out of many possible AI stories.

What is it built with?

CodexYAML

How does it compare?

jingyi-wu-richael/ai-topic-scout1296018244/grok-manager787a68/hubproxy
Stars161616
LanguageGoGo
Setup difficultyeasymoderatemoderate
Complexity1/53/53/5
Audiencewriterops devopsops devops

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

Requires Codex installed locally to use the skill installer or manual skill folder copy.

MIT license: use, modify, and share freely, including commercially, as long as you keep the copyright notice.

So what is it?

AI Topic Scout is a Codex skill built for AI creators, bloggers, and newsletter writers who need a steady stream of topic ideas drawn from reliable AI news sources. Instead of manually checking dozens of sites, you install this skill into Codex and it scans a fixed set of ten source types on your behalf. The sources it watches include OpenAI News, Anthropic News, Google DeepMind Blog, Meta AI Blog, Microsoft Research Blog, arXiv listings for AI, machine learning, and NLP, Hugging Face Papers, GitHub Trending, the LM Arena Leaderboard, and The Batch newsletter from DeepLearning.AI. It checks that items are current, removes duplicate stories, and turns the strongest signals into ideas ready for a creator to use, each with a suggested angle, a content format, links back to the source, and a priority ranking. The skill converts raw AI news into topic ideas written in Chinese, aimed at Chinese-language AI content creators. By default it returns eight to twelve ideas per run, and each one comes with several labeled fields covering the topic itself, why it matters now, a content angle, a suitable format, the source material, and a priority score. The output ends with a section naming the single best pick of the day, or up to three if there are several strong options. To install it, you use Codex's built-in skill installer and point it at the GitHub repository, or you can copy the skill folder manually into your local Codex skills directory and restart Codex so it picks up the new skill. Once installed, you call it by name inside Codex, for example asking it to produce today's topic list, scan the past week for short video friendly ideas, or pull tutorial topics from recent papers and GitHub trends. The repository itself is small, containing a SKILL.md file, an agent configuration file, and a references file listing the tracked sources. It is licensed under MIT.

Copy-paste prompts

Prompt 1
Use ai-topic-scout to give me today's AI content topic ideas.
Prompt 2
Use ai-topic-scout to scan this week's AI sources and pick 5 ideas suited for short video.
Prompt 3
Use ai-topic-scout to pull 8 tutorial topic ideas from today's papers and GitHub trends.
Prompt 4
Explain how to install the ai-topic-scout Codex skill from GitHub.

Frequently asked questions

What is ai-topic-scout?

A Codex skill that scans ten AI news sources daily and turns the strongest stories into ready-to-use Chinese content topic ideas with angles and priority.

What license does ai-topic-scout use?

MIT license: use, modify, and share freely, including commercially, as long as you keep the copyright notice.

How hard is ai-topic-scout to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is ai-topic-scout for?

Mainly writer.

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