FINDING #495 · UNIT ID 1010561139
AmintaCCCP/GithubStarsManager
AI-powered GitHub stars manager with semantic search, auto-categorization, and release tracking
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
53% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
19.06
ACCEL
-0.48
RETENTION
7.4%
PEAK 2026-04-25 · FORK-RETENTION 0.0% · 1,715 STARS / WINDOW
Author Audience
AUDIENCE
351
FOLLOWERS
27
OWNER ★
3,242
Engagement Signals
FORKS
152
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,715 / 1,715 (DIVERSITY 1.00)
Why This Is A Finding
AmintaCCCP/GithubStarsManager собрал 1,715 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 351. Это даёт surprise-индекс 0.0487 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 34% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 34%
VELOCITY19.066.61+12.44ABOVE 72%
RETENTION7.4%22.2%-14.8 PPABOVE 16%
FORKS15297+55ABOVE 60%
SURPRISE0.050.03+0.02ABOVE 79%