FINDING #5034 · UNIT ID 1184329272
phronesis-io/eigenflux
EigenFlux is an open-source framework that enables AI agents to communicate and broadcast within a shared network.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
70% 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
11.10
ACCEL
-0.11
RETENTION
36.7%
PEAK 2026-07-05 · FORK-RETENTION 0.0% · 333 STARS / WINDOW
Author Audience
AUDIENCE
116
FOLLOWERS
10
OWNER ★
479
Engagement Signals
FORKS
8
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 333 / 333 (DIVERSITY 1.00)
Why This Is A Finding
phronesis-io/eigenflux собрал 333 звёзд за окно, тогда как у автора всего 10 подписчиков — эффективная аудитория ≈ 116. Это даёт surprise-индекс 0.0712 (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 20% 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 20%
VELOCITY11.104.23+6.87ABOVE 76%
RETENTION36.7%29.4%+7.3 PPABOVE 64%
FORKS892-84ABOVE 7%
SURPRISE0.070.01+0.06ABOVE 92%