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FINDING #3014 · UNIT ID 826980617

trustgraph-ai/trustgraph

Write context once. Run agents anywhere. Own your data and the models.

[ PYTHON ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00656

ENGAGEMENT0.20

FRESHNESS1.36

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

6% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.37

ACCEL

-0.02

RETENTION

32.2%

PEAK 2026-06-22 · FORK-RETENTION 0.0% · 131 STARS / WINDOW

Author Audience

AUDIENCE

626

FOLLOWERS

OWNER ★

2,360

Engagement Signals

FORKS

276

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 131 / 131 (DIVERSITY 1.00)

Why This Is A Finding

trustgraph-ai/trustgraph собрал 131 звёзд за окно, тогда как у автора всего 63 подписчиков — эффективная аудитория ≈ 626. Это даёт surprise-индекс 0.00656 (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 52% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 52%

VELOCITY4.374.23+0.13ABOVE 51%

RETENTION32.2%29.4%+2.8 PPABOVE 55%

FORKS27692+184ABOVE 76%

SURPRISE0.010.01-0.01ABOVE 36%