FINDING #459 · UNIT ID 1117250245
braedonsaunders/codeflow
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
80% 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
40.11
ACCEL
-0.76
RETENTION
9.8%
PEAK 2026-04-16 · FORK-RETENTION 0.0% · 3,610 STARS / WINDOW
Author Audience
AUDIENCE
628
FOLLOWERS
154
OWNER ★
4,744
Engagement Signals
FORKS
699
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,610 / 3,610 (DIVERSITY 1.00)
Why This Is A Finding
braedonsaunders/codeflow собрал 3,610 звёзд за окно, тогда как у автора всего 154 подписчиков — эффективная аудитория ≈ 628. Это даёт surprise-индекс 0.06 (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 39% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 39%
VELOCITY40.116.61+33.50ABOVE 84%
RETENTION9.8%22.2%-12.4 PPABOVE 22%
FORKS69997+602ABOVE 84%
SURPRISE0.060.03+0.03ABOVE 87%