FINDING #8602 · UNIT ID 1310691580
perplexityai/numbat
Visibility into AI agent activity on endpoints, with on-device detection, optional pre-action blocking, and forensic reconstruction.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
72% 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
Growth Telemetry
VELOCITY /D
70.00
ACCEL
+11.79
RETENTION
20.4%
PEAK 2026-07-31 · FORK-RETENTION 53.3% · 490 STARS / WINDOW
Author Audience
AUDIENCE
7,500
FOLLOWERS
2,097
OWNER ★
10,358
Engagement Signals
FORKS
68
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 490 / 490 (DIVERSITY 1.00)
Why This Is A Finding
perplexityai/numbat собрал 490 звёзд за окно, тогда как у автора всего 2,097 подписчиков — эффективная аудитория ≈ 7,500. Это даёт surprise-индекс 0.00928 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 53.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 12% OF 9753 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9753 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY70.003.29+66.71ABOVE 97%
RETENTION20.4%35.4%-15.0 PPABOVE 29%
FORKS68133-65ABOVE 34%
SURPRISE0.010.01+0.00ABOVE 60%