FINDING #5864 · UNIT ID 1308140379
AgentSwarms-fyi/agentswarms
Unified Agentic AI and Business Intelligence Platform
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
56% 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
12.43
ACCEL
-1.61
RETENTION
43.8%
PEAK 2026-08-04 · FORK-RETENTION 54.2% · 87 STARS / WINDOW
Author Audience
AUDIENCE
43
FOLLOWERS
6
OWNER ★
156
Engagement Signals
FORKS
34
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 87 / 87 (DIVERSITY 1.00)
Why This Is A Finding
AgentSwarms-fyi/agentswarms собрал 87 звёзд за окно, тогда как у автора всего 6 подписчиков — эффективная аудитория ≈ 43. Это даёт surprise-индекс 0.15 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 54.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 40% OF 9721 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 40%
VELOCITY12.433.43+9.00ABOVE 83%
RETENTION43.8%32.1%+11.6 PPABOVE 69%
FORKS34130-96ABOVE 22%
SURPRISE0.150.01+0.14ABOVE 97%