@zaychik 在 argon的文科写作能力真不错 中发帖 [image] 读着很有味道了,给你们贴个同主题的反面教材,全是提示词工程,没有手改的 [image]

Channel
LINUX DO Channel
@linux_do_channel
On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Handles named that no longer answer · Telegram's recommendations · Cite this entry
39,487subscribers
+4,251 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of 31,623–100,000.
Register entry
| Telegram ID | -1002035446470 |
|---|---|
| Type | Channel |
| Username | @linux_do_channel |
| Description | https://linux.do 论坛的话题更新通知频道。 |
| Created | Between 1 November 2023 and 31 May 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 7 August 2026 |
| Last confirmed live | 11 November 2026 |
| Measurements held | 64 |
| Confirmed unchanged | 1 time, most recently 11 November 2026 |
| On Telegram | t.me/linux_do_channel |
Topic
Technology — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 9 September 2026 and assigned it the closest of 31 fixed categories, at 99% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and the other topics.
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 11 Nov 2026, 19:08 | 39,487 | +68 |
| 10 Nov 2026, 00:15 | 39,419 | +50 |
| 8 Nov 2026, 13:19 | 39,369 | +48 |
| 7 Nov 2026, 08:50 | 39,321 | +43 |
| 6 Nov 2026, 08:19 | 39,278 | +39 |
| 5 Nov 2026, 10:44 | 39,239 | +38 |
| 4 Nov 2026, 13:40 | 39,201 | +47 |
| 3 Nov 2026, 14:11 | 39,154 | +41 |
| 2 Nov 2026, 14:59 | 39,113 | +41 |
| 1 Nov 2026, 12:55 | 39,072 | +29 |
| 31 Oct 2026, 13:17 | 39,043 | +18 |
| 30 Oct 2026, 11:16 | 39,025 | +43 |
| 29 Oct 2026, 10:00 | 38,982 | +49 |
| 28 Oct 2026, 07:59 | 38,933 | +19 |
| 27 Oct 2026, 09:35 | 38,914 | +45 |
| 26 Oct 2026, 06:48 | 38,869 | +19 |
| 25 Oct 2026, 09:06 | 38,850 | +15 |
| 24 Oct 2026, 12:34 | 38,835 | +42 |
| 23 Oct 2026, 13:21 | 38,793 | +27 |
| 22 Oct 2026, 11:18 | 38,766 | first reading |
Engagement
3,700 posts held, back to 7 August 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 185 pages of Telegram’s post history, 20 posts per page.
- ERR · 30 days
- 0.086%
- avg views ÷ 39,487 subscribers
- Avg views / post
- 33.9
- 1,200 posts measured
- Reaction rate
- 1.71%
- reactions ÷ views · ER floor
- Posts in window
- 1,200
- of 3,700 held
ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.
ER is defined industry-wide as (forwards + reactions + comments) ÷ views — note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate. It is computed over the 11 of 1,200 measured posts that carry a reaction reading, and over those same posts' views.
| Window | Rolling 30 days · latest post in window 13 November 2026 |
|---|---|
| Posts held | 3,700 (7 August 2026 – 13 November 2026) |
| Views total | 40,691 |
| Reactions total | 10 |
| Forwards / comments | not exposed by the public surface — not measured, not estimated |
| Readings taken | 13 Nov 2026, 22:32 UTC |
Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.
Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
What this channel posts
- Links
- ≈251,000
Lifetime counters from Telegram’s own channel header, read 13 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.
Reaction mix
1 reaction across 1 post, in 1 kind.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 🔥 | 1 | 100.0% |
No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.
Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.
Coverage. Reactions were read on 2 of the 1,000 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 1 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 1,000 most recent posts we hold (the sample is capped at 1,000), published 20 October 2026 to 13 November 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
Recent posts
Telegram’s own ‘edited’ marker: 0 of 1,200 posts held from the last 30 days (0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).
@joystar 在 claude 复审失败订阅还没到期还能申请退款吗? 中发帖 [IMG_9012] 悬着的心终于死了,u 卡订阅的 max5x 有佬友知道怎么申请退款吗?
Zz S 在 现2026年11月。在还有什么可以白嫖gemini pro的方式吗? 中发帖 如题、上一次是4个月的邀请、到期有一段时间了
好奇的鱼 (@CuriousFish) 在 人生啊,早点被锤还是晚被锤好呢 中发帖 没睡着来问点有的没的,一起思考下人生。。 佬友们觉得哪种好点呢 早点遭遇坏事,看清现实 一直被保护着,长大后被世界锤了,才发现世界和自己想象的不一样 你想过哪样的人生呢?和上面的问题答案一致吗? 投票 或者有从来没被锤过就一直清醒的人吗 🤨 那我也很好奇了
@linxiuuu 在 佬们,我好像有点爱上gemini了 中发帖 [image] 说话真好玩啊,很像活人,这么多AI只有gemini能用来聊天。 能力又足够。 现实生活有这样的女朋友多好 😭还能帮我写代码
Rana Pathan 在 0刀卡绑不上 苹果 App Store 怎么办? ”无法验证付款信息。请联系 Apple 支持了解更多信息。“ 中发帖 账号里已经有余额了(余额充足,美区,用礼品卡充的),但是现在要开订阅,必须绑卡,否则会显示 “余额不足” 然后去某鱼找了个0刀卡,绑上去提示红字 无法验证付款信息。请联系 Apple 支持了解更多信息。 是不是应该买1刀卡呢?有渠道推荐吗佬们
RNG 在 有哪位佬能帮过 Al Studio 验证 我也中招了 中发帖 一大早发现突然不能用了。。。不符合安全要求过不了验证,求佬帮忙
@jimi1 在 opendesign 中发帖 opendesige的go套餐dsv4.1现在是不是量最大的
小鱼 (@qzy3344) 在 天杀的claude,连free号都不放过,ip纯净,时区都正常 中发帖 [image]
bfloat16 在 Antigravity CLI 配置 中发帖 结合之前的binary patch强开1M上下文 然后通过环境变量指定需要的上下文 $env:AGY_CLI_AUTO_COMPACT_OVERRIDE = "500000" 下面的config可以在尽量保证放行的同时,保证常见的删除命令可以触发审批(正则表达式匹配,单行多行命令内命中就会触发),Agy的优先级是deny > ask > allow { "agentMode": "accept-edits", "altScreenMode": "always", "artifactReviewPolicy": "always-proceed", "model": "Gemini 4 Argon (Medium)", "notifications": true, "permissions": { "allow": [ …
@Yang9 在 “Claude"也好用 中发帖 用它家模型提心吊胆的,但Claude chat换成国模也强 🤡,doubao表现: [Unknown] 方法:下载claude 后打开找到help- troubleshooting,启用developer mode,配置gateway添加模型,这里需要cpa等工具映射原model id为claude开头。
时卿 (@user993) 在 如果去香港开卡和券商可以薅很多羊毛 中发帖 去香港开港卡,如果只是想薅羊毛的话推荐开 数字银行和传统银行 数字银行 众安银行 平安银行 传统银行 恒生银行 如果想办理汇丰银行但是没有一万hkd的话推荐办理恒生银行 恒生银行被汇丰银行收购了属于汇丰系 相对于汇丰银行存够一万才能免管理费的门槛,恒生没有存款要求 接下来轮到羊毛 羊毛分为开户奖励和新人奖励 羊毛最多当属众安银行,不定时会推出羊毛活动 购买股达标返现和消费返现股票 平安银行也分为开户奖励和新人奖励 开户新人填写推荐,以及新人首月百分之20的存款利率 - 恒生银行在12306买火车票返现百分之15 下面是去香港开港卡需要带的东西 内地居民身份证 本人有效身份证原件,支持NFC感应读取 内地手机号码 必须与内地储蓄银行卡预留手机号一致,提前开通香港漫游 内地银行储蓄卡 后续需要进行银行卡信息验证 出入境记录 通过国家移民管…
Showing the 12 most recent of 3,700 posts we hold for @linux_do_channel. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
Mentions
Named by 1 registered channel — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.
Named by
Channels on the register whose posts name this channel's handle.
Names
Channels on the register whose handles appear in this channel's posts.
@lezishen · 235 postsneptune1
@neptune111 postsY
@fanjie · 16 postsالسعاده|فرانكلن ♛ٌ💜
@Frankln6 postsHonest
@honest · 2546 postsuser520
@user520 · 16 posts我是卡尔白!
@Karlbaey · 35 postsbot
@kirie233 · 15 postsCHG NEWS - Новости😮💨
@chgblog4 postsnuolu
@nuolu · 24 postsUsernames – III abccc
@feddd · 153 posts星缘
@xingyuan · 43 postsyahataumiri
@yahataumiri · 23 postsAIBOX
@aibox · 21,9452 postsV2sub - AI字幕机交流群
@aizimuji · 4272 postsПрактическая астрология
@astrostar · 92 postsBoolanChar12
@BoolanChar12 · 42 posts不归客
@buguike · 12 posts搜女推广|Instagram账号|IG增粉|IG资源
@bunnhack · 32 postsМиᴏ Аᴋияʍи🎧
@MioAkiyami · 12 postspretty_boy
@pretty_boy · 32 postsبعض مني هنا 🌿🧡
@Qq1244 · 92 posts.
@seasnake · 12 posts【初夜】包养 选妃频道 @XuanFei
@xuanfei · 17,5352 posts
A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.
Handles this channel named that no longer answer
- Dead references
- 327
- handles named in this channel’s posts, vacant today
- Evidenced gone
- 1
- we ourselves saw one of these resolve, at some point
- Never seen alive
- 326
- vacant every time we have ever looked
@linux_do_channel named 327 handles that resolve to nothing today. That is a fact about the reference, not necessarily a fact about the handle’s history — see the two groups below.
Most of these may never have existed as a live channel at all. A handle a channel names can be a typo, an aspirational name nobody registered, or a channel that was already gone before this one ever mentioned it. Unless a row below is marked evidenced, all we know is that it references a handle that is not a live channel today — not that anything “died”. How this is measured.
Evidenced gone
We ourselves saw each of these resolve to a real page at some point before it went vacant — a genuine, evidenced change, not an inference from absence.
named in 1 post, 2 September 2026 – 2 September 2026 · confirmed gone 14 October 2026 (two independent sightings — see how we confirm a dead handle)evidenced
Never seen alive
References a handle that is not a live channel — we have no record it ever was one.
named in 6 posts, 8 August 2026 – 20 September 2026
named in 6 posts, 9 August 2026 – 18 August 2026
named in 5 posts, 8 August 2026 – 2 October 2026
named in 4 posts, 3 September 2026 – 26 October 2026
named in 4 posts, 18 August 2026 – 4 October 2026
named in 3 posts, 11 October 2026 – 3 November 2026
named in 3 posts, 18 August 2026 – 6 September 2026
named in 2 posts, 11 September 2026 – 13 November 2026
named in 2 posts, 3 October 2026 – 9 November 2026
named in 2 posts, 5 September 2026 – 7 November 2026
named in 2 posts, 22 September 2026 – 4 November 2026
named in 2 posts, 2 October 2026 – 3 November 2026
named in 2 posts, 2 October 2026 – 2 November 2026
named in 2 posts, 11 August 2026 – 31 October 2026
named in 2 posts, 11 August 2026 – 19 October 2026
named in 2 posts, 4 October 2026 – 11 October 2026
named in 2 posts, 3 October 2026 – 6 October 2026
named in 2 posts, 3 September 2026 – 4 October 2026
named in 2 posts, 27 September 2026 – 4 October 2026
named in 2 posts, 31 August 2026 – 3 October 2026
named in 2 posts, 2 September 2026 – 11 September 2026
named in 2 posts, 5 September 2026 – 5 September 2026
named in 2 posts, 11 August 2026 – 4 September 2026
named in 2 posts, 10 August 2026 – 27 August 2026
named in 2 posts, 13 August 2026 – 20 August 2026
named in 2 posts, 8 August 2026 – 14 August 2026
named in 2 posts, 10 August 2026 – 11 August 2026
named in 1 post, 13 November 2026 – 13 November 2026
named in 1 post, 13 November 2026 – 13 November 2026
named in 1 post, 13 November 2026 – 13 November 2026
named in 1 post, 13 November 2026 – 13 November 2026
named in 1 post, 13 November 2026 – 13 November 2026
named in 1 post, 13 November 2026 – 13 November 2026
named in 1 post, 13 November 2026 – 13 November 2026
named in 1 post, 10 November 2026 – 10 November 2026
named in 1 post, 10 November 2026 – 10 November 2026
named in 1 post, 9 November 2026 – 9 November 2026
named in 1 post, 9 November 2026 – 9 November 2026
named in 1 post, 9 November 2026 – 9 November 2026
named in 1 post, 9 November 2026 – 9 November 2026
named in 1 post, 9 November 2026 – 9 November 2026
named in 1 post, 9 November 2026 – 9 November 2026
named in 1 post, 7 November 2026 – 7 November 2026
named in 1 post, 7 November 2026 – 7 November 2026
named in 1 post, 4 November 2026 – 4 November 2026
named in 1 post, 4 November 2026 – 4 November 2026
named in 1 post, 4 November 2026 – 4 November 2026
named in 1 post, 4 November 2026 – 4 November 2026
named in 1 post, 4 November 2026 – 4 November 2026
277 more handles are in this same list but not shown individually here — capped at 50.
Channels Telegram recommends alongside this one
Telegram’s own answer, not this register’s. When this register asks Telegram’s API what is similar to this channel, this is the list it returns, in the exact order Telegram returns it — never re-sorted by subscribers or by anything else this register measures. The relationship, and the order, are Telegram’s; we record them and date them, and make no claim of our own about which of these channels actually resemble this one.
@nodeseekc · 40,773#1
@zaihuapd · 290,142#2
@AI_News_CN · 23,317#3
@pokemon521 · 79,831#4
@serveruniverse · 1,418#5
@AI_Copilot_Channel · 11,368#6
@zhetengsha · 54,121#7
@coalcloud · 5,978#8
@akile_notice · 19,040#9
@DNSPODT · 73,288#10
@BestVmCloud · 2,999#11
@projectXtls · 30,549#12
@vps_xhq · 50,910#13
@acgdaily · 17,329#14
@kuaileceshi2 · 3,822#15
@Ptfxq · 17,521#16
@wtfbugtoday · 3,183#17
@me888888888888 · 53,348#18
@NewlearnerChannel · 68,297#19
@UOVZNEWS · 5,036#20
@hostloc2tg · 4,532#21
@hostmonit · 11,033#22
@vps_track_share · 4,356#23
@GodlyNews1 · 71,213#24
@xhqcankao · 200,273#25
@wawowiki · 3,114#26
@nezhanews · 3,548#27
@landiansub · 47,325#28
@tnews365 · 167,374#29
@hax_seats · 2,900#30
@wap_ac · 3,310#31
@yxvmcom · 2,495#32
@DMITstock · 12,734#33
@pasyun1 · 2,145#34
Read from Telegram’s recommendation API, most recently 1 September 2026. Telegram holds a list like this for a small and growing share of the register — how this is measured, and why most channel pages show nothing here.
Appears in Telegram’s recommendations for other channels
The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.
@pokemon521 · 79,831
Telegram ranks this channel #1 of 35 here — alongside 34 others — read 21 August 2026
@AI_News_CN · 23,317
Telegram ranks this channel #3 of 45 here — alongside 44 others — read 22 September 2026
@MatsuriDayo · 45,756
Telegram ranks this channel #4 of 58 here — alongside 57 others — read 30 August 2026
@nodeseekc · 40,773
Telegram ranks this channel #23 of 52 here — alongside 51 others — read 2 September 2026
@chongshengvpn · 69,272
Telegram ranks this channel #32 of 35 here — alongside 34 others — read 20 August 2026
This channel appears in 5 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
Cite this entry
A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 11 November 2026 — this entry's latest reading, not the date you are reading this.
“LINUX DO Channel” (@linux_do_channel), 39,487 subscribers as measured 11 November 2026. Telegram Register, tgregister.com/channel/linux_do_channel.
Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.