FINDING #4654 · UNIT ID 826980617
trustgraph-ai/trustgraph
Write context once. Run agents anywhere. Own your data and the models.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
57% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
7.26
ACCEL
-0.04
RETENTION
4.9%
PEAK 2026-03-27 · FORK-RETENTION 0.0% · 1,306 STARS / WINDOW
Author Audience
AUDIENCE
626
FOLLOWERS
63
OWNER ★
2,360
Engagement Signals
FORKS
276
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,306 / 1,306 (DIVERSITY 1.00)
Why This Is A Finding
trustgraph-ai/trustgraph собрал 1,306 звёзд за окно, тогда как у автора всего 63 подписчиков — эффективная аудитория ≈ 626. Это даёт surprise-индекс 0.0109 (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 22% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 22%
VELOCITY7.263.29+3.96ABOVE 75%
RETENTION4.9%11.3%-6.5 PPABOVE 21%
FORKS27699+177ABOVE 77%
SURPRISE0.010.01+0.00ABOVE 51%