FINDING #5091 · 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)
81% 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
4.26
ACCEL
+0.16
RETENTION
36.7%
PEAK 2026-07-05 · FORK-RETENTION 0.0% · 383 STARS / WINDOW
Author Audience
AUDIENCE
116
FOLLOWERS
10
OWNER ★
479
Engagement Signals
FORKS
8
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 383 / 383 (DIVERSITY 1.00)
Why This Is A Finding
phronesis-io/eigenflux собрал 383 звёзд за окно, тогда как у автора всего 10 подписчиков — эффективная аудитория ≈ 116. Это даёт surprise-индекс 0.0273 (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 20% 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 20%
VELOCITY4.263.99+0.26ABOVE 52%
RETENTION36.7%17.1%+19.5 PPABOVE 86%
FORKS890-81ABOVE 3%
SURPRISE0.030.01+0.02ABOVE 75%