FINDING #8356 · UNIT ID 1232370714
LiteLLM-Labs/litellm-agent-control-plane
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% 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
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.67
ACCEL
-2.00
RETENTION
16.7%
PEAK 2026-08-27 · FORK-RETENTION 0.0% · 8 STARS / WINDOW
Author Audience
AUDIENCE
463
FOLLOWERS
65
OWNER ★
1,668
Engagement Signals
FORKS
137
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 8 / 8 (DIVERSITY 1.00)
Why This Is A Finding
LiteLLM-Labs/litellm-agent-control-plane собрал 8 звёзд за окно, тогда как у автора всего 65 подписчиков — эффективная аудитория ≈ 463. Это даёт surprise-индекс 0.0053 (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 8% OF 9102 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9102 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY2.675.67-3.00ABOVE 0%
RETENTION16.7%45.5%-28.8 PPABOVE 26%
FORKS137340-202ABOVE 34%
SURPRISE0.010.00+0.00ABOVE 54%