@ShenHuang: The number of stars an open-source project gets has nothing to do with code quality, release timing, or even features. WhaleBro's DeepSeek-TUI May 1 tweet got 375K views and 900 stars, while my similar open-source product OpenSeek got 51K views and 70 stars on its post yesterday...

X AI KOLs Following News

Summary

This tweet analyzes the secret to getting stars for open-source projects, pointing out that the key lies in building identity recognition early in big accounts' comment sections, not just code quality. The author uses their OpenSeek and WhaleBro's DeepSeek-TUI as examples to illustrate the importance of reach and subsequent commercialization.

The number of stars an open-source project gets has nothing to do with code quality, release timing, or even features. WhaleBro's DeepSeek-TUI May 1 tweet got 375K views and 900 stars, while my similar open-source product OpenSeek got 51K views and 70 stars on its post yesterday. The conversion rate is almost the same (~0.14% vs ~0.24%). The difference is the 7x reach + the subsequent momentum and commercialization. There was a very valuable reply under my post yesterday: telling me to check WhaleBro's posting history. He posted 60+ projects in the first 90 days, all under 100 stars. What he actually did during those 3 months was not writing code, but showing up every day under big X accounts' posts to get familiar. 1/ 60–90 days in advance, leave high-density comments under the 5–10 big accounts your target audience reads daily. Not to introduce features, but to make people on the timeline remember who you are. Drop your GitHub link. 2/ Pick an identity tag within the circle (like WhaleBro's "American guy" cultural contrast) so others can intro you to friends in one sentence. 3/ On launch day, the main post only tells your identity story + one line of product value, not a feature list — big accounts share your identity, not the product value itself. 4/ 24–48h Chinese media/community relay window. Follow-up commercialization opportunities. Essentially: it's the seeds you planted in big accounts' comment sections over the past 3 months. What, you expect cold-start virality on launch day?
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Open-source projects not getting stars has nothing to do with code quality, release timing, or even features.

Whale哥’s DeepSeek-TUI post on 5/1 got 375K views and 900 stars. My own similar open-source product, OpenSeek, got 51K views and 70 stars from yesterday’s post — the conversion rates are almost identical (~0.14% vs ~0.24%).

The difference is the 7x reach, plus the subsequent chain reaction and monetization.

In the comments on my own post yesterday, there was a very valuable reply: telling me to go back and look at Whale哥’s posting history.

In his first 90 days, he posted 60+ projects, none of which got over 100 stars. What he was actually doing during those 3 months wasn’t writing code — it was showing up every day in the comment sections of big accounts on X to build familiarity.

1/ 60–90 days in advance, leave high-density comments under the posts of 5–10 big accounts that your target audience reads daily. Not to introduce features — to make people on the timeline remember who you are. And to drop your own GitHub link.

2/ Pick an identity tag within the community (like Whale哥’s “American guy” cultural contrast), so others can introduce you to a friend in one sentence.

3/ On launch day, the main post only tells your identity story + one line of product value. Don’t dump a feature list — big accounts repost identity, not product value itself.

4/ The 24–48h window for Chinese media / community relay. Then the subsequent commercialization opportunity.

The essence: it’s the seeds you planted in the comments of big accounts over the past 3 months. Did you really expect to go viral on cold-start launch day?

Shen Huang (@ShenHuang): Testing the cultural confidence of the Chinese-speaking sphere.

The author of a DeepSeek TUI project posts two sentences in Chinese on X, comes to China once. The project gets 30K stars.

I’ve been learning Chinese for decades and visit China every year.

I work on Harness in Google’s AI mode. My distilled version, DeepSeek TUI - openseek, has only 5 stars — one from myself, one from a friend.

Why.

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