Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 69% 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 why it has no browse page of its own yet.
Observations
These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.
Content that also appears on other registered channels
Posts published here appear word for word on 1 other registered channel. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts — open both and compare (2 of the pairs behind the counts below)
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 0 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.
“Published first” means first in this corpus. We hold 21 comparable posts for this entry, running 13 July 2026 to 6 August 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Across the whole group of 2, the earliest publisher we hold is @sk_smallcap — which is this entry. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_source, last confirmed 7 August 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.
Also posting the same content
This channel’s posts match, word for word or near enough, posts on 1 other registered channel, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.
Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.
4 measurements spanning 4 days, net +16. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 4,535–4,555 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
10 Aug 2026, 01:11
4,553
+12
7 Aug 2026, 00:55
4,541
+4
6 Aug 2026, 04:02
4,537
no change
6 Aug 2026, 03:02
4,537
first reading
Engagement
23 posts held, back to 13 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 7 pagesof Telegram’s post history, 20 posts per page.
ERR · 30 days
46.8%
avg views ÷ 4,553 subscribers
Avg views / post
2,130
22 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
22
of 23 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.
What these figures were computed from
Window
Rolling 30 days · latest post in window 11 August 2026
Posts held
23 (13 July 2026 – 11 August 2026)
Views total
46,893
Reactions total
—
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
12 Aug 2026, 06:43 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
Photos
≈485
Links
≈1,690
Lifetime counters from Telegram’s own channel header, read 12 August 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.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 제이앤티씨(A204270) Not Rated
드디어 가시권에 접어들다
- Signal: 글로벌 고객사와의 마지막 기술 점검 돌입 카운트다운
- Key: 30TB 기준 SSD와 HDD의 가격 차이는 약 25배, HDD 경쟁력 커져
- Step: 다시 볼 수 없는 매력적인 주가 구간 지나는 중
▶️보고서 원문: https://buly.kr/B7cdi5M
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두
(nsdoo@sks.co.kr/3773-8891)
중소형주, 형보다 동생이 잘 나갔을 때
- Signal: 과거 코스닥이 코스피를 확실히 아웃퍼폼했던 2004 년, 2018 년, 2023 년
- Key: ① 유동성 환경, ② 주도주 공백, ③ 활성화 정책 시행, ④ 새로운 주도 산업의 등장이 조건
- Step: 이미 여러 조건 충족한 현 시점, 선점이 중요한 국면 지나는 중
▶️보고서 원문: https://buly.kr/8TtGHNU
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 …
[SK증권 미래산업/미드스몰캡] Analyst 허선재/02-3773-8197
▶️씨이랩 (189330/KQ) / Not Rated
★탐방노트: 숨겨진 데이터센터 수혜주
[엔비디아 GPU 기반 AI 솔루션 업체]
- 씨이랩은 엔비디아 GPU 기반의 AI 솔루션 전문업체로 ①AI Infra(GPU인프라 구축 및 오케스트레이션 SW) ②Vision AI(실시간 영상분석SW) ③Digital Twin(엔비디아 옴니버스 기반 가상 시뮬레이션) 사업을 영위
- 지금 씨이랩에 주목할 만한 이유는 ①정부·민간 중심의 국내 AI 데이터센터 구축이 본격화되는 상황에서 ②26년 총 3,458억원 규모의 GPU인프라 구축·SW 공급 수주를 확보하며 본격적인 수주 사이클에 진입했기 때문
[AI 인프라 구축부터 운영 솔루션까지 이어지는 성장 구조]
I. GP…
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 에이스테크(A088800) Not Rated
전장부터 방산까지, 수익성 개선 성과 보인다
- Signal: 구조조정 터널 벗어나 전장/방산사업까지 사업 영역 확대
- Key: AI 등장 이후 통신장비 업황 사이클 조금씩 앞당겨지는 분위기
- Step: 올해 예상 실적 대비 PSR 0.7배 수준, 실적 턴어라운드 국면
▶️보고서 원문: https://buly.kr/APxZeAb
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 신성에스티(A416180) Not Rated
미국에서 존재감 드러내는 ESS 수혜주
- Signal: 1분기에 나타난 외형성장, 올해 지속적으로 유지될 것
- Key: 미국 현지 부품 생산 라인 확대, 고객사 요청 물량 증가
- Step: 올해 외형 성장, 내년 수익성 회복에 주목
▶️보고서 원문: https://buly.kr/AF2ofLZ
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 한중엔시에스(A107640) Not Rated
미국 시장 공략 속도, 사업 영역도 확장 중
- Signal: 국내 유일 수랭식 ESS 냉각시스템 상용화 성공
- Key: 고객사 양산 일정 맞춰 현지 부품 공급 공장 무리 없이 준비 중
- Step: 펀더멘털 강해졌지만 주가는 상장 당시로 회귀 = 투자매력 높음
▶️보고서 원문: https://buly.kr/jbthHo
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 한라캐스트(A125490) Not Rated
점점 더 커지는 존재감
- Signal: 1조원 넘어선 수주잔고, 안정적 실적 성장의 기반으로 작용할 것
- Key: 글로벌 고객사로부터 검증받은 마그네슘 다이캐스팅 기술력
- Step: 공모가 수준까지 조정 받았던 주가, 실적/사업 펀더멘털 훼손 전혀 없음
▶️보고서 원문: https://buly.kr/EI6FE64
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 지투파워(A388050) Not Rated
우리나라 AI 배전반 1위 기업
- Signal: 송배전 인프라 노후화+신재생에너지 확대 = 수배전반 수요 증가
- Key: 국내 관급 수배전반 시장 점유율 1위, 수주잔고 1천억원 이상 성장
- Step: 지분구조 이슈 뛰어넘을 수 있는 실적과 수주잔고, 그리고 가격 매력
▶️보고서 원문: https://buly.kr/28vxXnb
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 루미르(A474170) Not Rated
우주 기술 경쟁력, 선박 엔진 부품까지 확산
- Signal: 위성 자세 제어 기술 토대로 선박 엔진 솔레노이드 시장 진출
- Key: 공급 제한적인 SAR 데이터, 국산 기술 엔진 부품도 독점 공급
- Step: 우리나라 우주 산업 재평가 가능한 이벤트 순차적 도래
▶️보고서 원문: https://buly.kr/7mECvzG
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 삼익THK(A004380) Not Rated
반도체 장비부터 협동 로봇까지, 실체 있는 기대감
- Signal: 반도체 장비 직선운동 부품부터 웨이퍼 운송 돕는 협동로봇까지 담당
- Key: 직선운동 핵심 부품 LM가이드 및 볼나사 양산업체 사실상 국내 유일
- Step: 지난해 과감한 빅베스 나서, 올해 분기별 실적 성장 모습 확인 가능할 것
▶️보고서 원문: https://buly.kr/HSZsslk
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스…
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 삼미금속(A012210) Not Rated
발전용 선박 엔진 필수품부터 천무까지
- Signal: 선박 엔진 시장 활황, 국내 부품 업체에 대한 낙수효과로 나타나는 중
- Key: 우리나라 최대 규모 형단조 설비 보유, 선박엔진/원전부품/방산부품 생산
- Step: 합병 상장 기준가격보다 낮아진 주가 매력적인 구간
▶️보고서 원문: https://buly.kr/FAg289k
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다.
[SK증권 미래산업/미드스몰캡] Analyst 나승두/02-3773-8891
▶️ 지에프아이(A493330) Not Rated
성장에 또 성장, 실적으로 증명하다
- Signal: 예상 실적 기준 PSR 1배 미만, PER은 8배에 불과
- Key: 1개 분기만에 작년 연간 실적 절반 수준 달성, 성장성 올해 지속될 것
- Step: ESS 뿐만 아니라 AI DC UPS 등 고객사/사업 영역 다변화되는 시점
▶️보고서 원문: https://buly.kr/3u5XLwB
▶️ SK증권 미드스몰캡 텔레그램 채널: https://t.me/sk_smallcap
▶️ SK증권 리서치센터 텔레그램 채널: https://t.me/sksresearch
※당사는 컴플라이언스 등록된 자료에 대해서만 제공 가능하며 본 자료는 컴플라이언스 등록된 자료입니다…
Showing the 12 most recent of 23 posts we hold for @sk_smallcap. 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
Citation-graph rank — 346,274 of 1,151,006entries 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.
Forward network
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.
Mentions
Named by 3 registered channels — 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.
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.
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 10 August 2026 — this
entry's latest reading, not the date you are reading this.
“SK증권 스몰캡 리서치” (@sk_smallcap), 4,553 subscribers as measured 10 August 2026. Telegram Register, tgregister.com/channel/sk_smallcap.
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.