FINDING #4638 · UNIT ID 1073768004
DroppedNeedle/DroppedNeedle
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
S8 · KEYWORD-STUFFED OR EMPTY DESCRIPTION
Growth Telemetry
VELOCITY /D
7.21
ACCEL
+0.13
RETENTION
12.0%
PEAK 2026-07-08 · FORK-RETENTION 0.0% · 649 STARS / WINDOW
Author Audience
AUDIENCE
199
FOLLOWERS
1
OWNER ★
983
Engagement Signals
FORKS
29
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 649 / 649 (DIVERSITY 1.00)
Why This Is A Finding
DroppedNeedle/DroppedNeedle собрал 649 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 199. Это даёт surprise-индекс 0.0302 (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 27% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY7.213.99+3.22ABOVE 70%
RETENTION12.0%17.1%-5.1 PPABOVE 36%
FORKS2990-60ABOVE 19%
SURPRISE0.030.01+0.02ABOVE 79%