FINDING #7015 · UNIT ID 1352094917
htobty/ReadyLLM
Deploy, monitor, and tune LLM through a visual interface — plus image / video generation on top of ComfyUI.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
50% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
7.29
ACCEL
+3.00
RETENTION
15.6%
PEAK 2026-10-02 · FORK-RETENTION 0.0% · 51 STARS / WINDOW
Author Audience
AUDIENCE
12
FOLLOWERS
2
OWNER ★
104
Engagement Signals
FORKS
9
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 51 / 51 (DIVERSITY 1.00)
Why This Is A Finding
htobty/ReadyLLM собрал 51 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 12. Это даёт surprise-индекс 0.14 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 28% OF 9747 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY7.293.43+3.86ABOVE 72%
RETENTION15.6%33.3%-17.7 PPABOVE 23%
FORKS9143-134ABOVE 8%
SURPRISE0.140.01+0.13ABOVE 97%