FINDING #5931 · UNIT ID 1263268212
secret-tools/secret-tool
Secret-Tools — classified discord utilities. Star the repo.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
75% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
31.73
ACCEL
-1.87
RETENTION
23.6%
PEAK 2026-06-22 · FORK-RETENTION 0.0% · 952 STARS / WINDOW
Author Audience
AUDIENCE
1,430
FOLLOWERS
1,300
OWNER ★
1,299
Engagement Signals
FORKS
2
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 952 / 952 (DIVERSITY 1.00)
Why This Is A Finding
secret-tools/secret-tool собрал 952 звёзд за окно, тогда как у автора всего 1,300 подписчиков — эффективная аудитория ≈ 1,430. Это даёт surprise-индекс 0.0216 (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 6% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY31.734.23+27.50ABOVE 91%
RETENTION23.6%29.4%-5.8 PPABOVE 38%
FORKS292-90ABOVE 2%
SURPRISE0.020.01+0.01ABOVE 67%