FINDING #4726 · UNIT ID 1032170083
harbor-framework/harbor
Framework for evaluating and improving agents
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
88% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
15.58
ACCEL
+0.09
RETENTION
47.2%
PEAK 2026-04-03 · FORK-RETENTION 0.0% · 2,805 STARS / WINDOW
Author Audience
AUDIENCE
1,677
FOLLOWERS
158
OWNER ★
6,806
Engagement Signals
FORKS
1,303
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,805 / 2,805 (DIVERSITY 1.00)
Why This Is A Finding
harbor-framework/harbor собрал 2,805 звёзд за окно, тогда как у автора всего 158 подписчиков — эффективная аудитория ≈ 1,677. Это даёт surprise-индекс 0.00907 (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 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 20%
VELOCITY15.583.29+12.29ABOVE 89%
RETENTION47.2%11.3%+35.8 PPABOVE 97%
FORKS1,30399+1,204ABOVE 96%
SURPRISE0.010.01-0.00ABOVE 47%