https://agentrouter.org/register?aff=MgNu 来,让我吃点,我好减轻项目维护成本 注册都有 💢
😁8

Channel
@MaterialDesign3
On this record: Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Telegram's recommendations · Cite this entry
9,172subscribers
-6 since we began measuring on 6 August 2026
Risers and fallers across the register · movement among entries of 3,162–10,000.
| Telegram ID | -1001639047540 |
|---|---|
| Type | Channel |
| Username | @MaterialDesign3 |
| Description | 这个频道是有意义的! |
| Created | Between 1 December 2021 and 30 April 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 6 August 2026 |
| Last confirmed live | 19 August 2026 |
| Measurements held | 6 |
| Confirmed unchanged | 1 time, most recently 19 August 2026 |
| On Telegram | t.me/MaterialDesign3 |
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 19 Aug 2026, 09:26 | 9,172 | +4 |
| 16 Aug 2026, 18:08 | 9,168 | -3 |
| 12 Aug 2026, 19:24 | 9,171 | -2 |
| 10 Aug 2026, 05:11 | 9,173 | -6 |
| 7 Aug 2026, 11:27 | 9,179 | +1 |
| 6 Aug 2026, 17:48 | 9,178 | first reading |
49 posts held, back to 19 July 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 22 pagesof Telegram’s post history, 20 posts per page.
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 26 of 42 measured posts that carry a reaction reading, and over those same posts' views.
| Window | Rolling 30 days · latest post in window 18 August 2026 |
|---|---|
| Posts held | 49 (19 July 2026 – 18 August 2026) |
| Views total | 85,900 |
| Reactions total | 291 |
| Forwards / comments | not exposed by the public surface — not measured, not estimated |
| Readings taken | 22 Aug 2026, 18:06 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.
Lifetime counters from Telegram’s own channel header, read 22 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.
Measured directly from 1 video with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.
357 reactions across 29 posts, in 12 distinct kinds. The most used accounts for 30.8% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 😁 | 110 | 30.8% | |
| ❤ | 73 | 20.4% | |
| 👍 | 66 | 18.5% | |
| 🌭 | 49 | 13.7% | |
| 🤣 | 15 | 4.20% | |
| 😢 | 12 | 3.36% | |
| 😱 | 12 | 3.36% | |
| 🍌 | 9 | 2.52% | |
| 💯 | 4 | 1.12% | |
| 🐳 | 3 | 0.84% | |
| 👏 | 3 | 0.84% | |
| 🤩 | 1 | 0.28% |
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 31 of the 49 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 357reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 49 most recent posts we hold, published 19 July 2026 to 18 August 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.
https://agentrouter.org/register?aff=MgNu 来,让我吃点,我好减轻项目维护成本 注册都有 💢
😁8
GPT-4那会儿,我的编程能力还很青涩,写出来的代码常遭人嘲笑。 那时我便暗暗发誓:总有一天,我要成为真正的天才程序员。 时过境迁,我的编程水平突飞猛进。曾经困扰我几天的问题,如今片刻便能解决;以前想都不敢想的项目,现在也是信手拈来。 偶尔我也会怀疑:我今天的成就,是否借助了太多外力? 直到今天,我回顾来时的路——从GPT-4,到GPT-4o; 从Sonnet,到Opus; 再到如今的5.6 Sol Ultra Fast。 我换了一个又一个AI,编程实力却始终稳步上升。 那一刻,我终于释然了。 工具一直在换,强的却一直是我,原来我早就是天才程序员了
😁38🤩1
/model wushidi xhigh /fast on /goal 修改酷安
👍17
播放器准备只保留现代布局了,旧版布局应该没人用吧,没有就删了
👍13❤2
还是 MD2 看得舒服 你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高你高
❤10
Stelliberty 2.0.24 ● Reorderable lists now auto-scroll near their edges, and proxy nodes in chain dialogs can be reordered directly ● Custom chain proxies can now target a specific proxy group and use a proxy group as the first hop ● Chain proxy cycles are detected at runtime and warned about; configurations rejected by the core fall back to an empty runtime configuration ● Subscription, override, rule, and custom c…
beta-base/v2.0.24: chore: update summary from v2.0.23 to v2.0.24 ● Add proxy-group-scoped chain routing with drag reordering, cycle detection, and failure recovery ● Improve dialog validation, reorder controls, shared styling, and localized status wording ● Standardize debug and FFI command names while restoring Avalonia XAML hot reload ● Skip the beta build when a push updates the changelog ● Discard the unpublishe…
Stelliberty 2.0.24-beta1 Changes ● ui(theme): decouple input focus border from accent color b3178fc ● fix(controls): cancel pending long-press drag when pointer strays cc9a4b3 ● feat(dialog): show inline field validation after submit f0b534a ● feat(subscription): support drag reordering of chain proxy nodes 691b81f ● test(debug): add reorder debug commands for rules and subscriptions 6376bd6 ● test(tests): remove l…
❤1
https://cdn3.ldstatic.com/original/4X/f/1/b/f1b5aa088cab52061e0819e2d5cbf465c3e573bb.jpeg https://cdn3.ldstatic.com/original/4X/4/5/c/45c031facf392b929d0bf0cd172c30a0b6950027.jpeg 泪目
😢12
播放器迎来大变,马上推送,👴找来了 fable5,大变了
👍19❤2😱1
成个p
🤣15🍌3
这次浏览器应该真能成,审美在线了总算
😱11
Showing the 12 most recent of 49 posts we hold for @MaterialDesign3. 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.
Citation-graph rank — 1,364,640 of 1,584,142entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.
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.
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.
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.
This channel appears in 11 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
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 19 August 2026 — this entry's latest reading, not the date you are reading this.
“欢乐花园” (@MaterialDesign3), 9,172 subscribers as measured 19 August 2026. Telegram Register, tgregister.com/channel/MaterialDesign3.
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.