FINDING #3788 · UNIT ID 1143312686
Natively-AI-assistant/natively-cluely-ai-assistant
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% 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
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
10.42
ACCEL
+0.00
RETENTION
3.1%
PEAK 2026-02-09 · FORK-RETENTION 0.0% · 1,876 STARS / WINDOW
Author Audience
AUDIENCE
400
FOLLOWERS
13
OWNER ★
1,870
Engagement Signals
FORKS
433
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,876 / 1,876 (DIVERSITY 1.00)
Why This Is A Finding
Natively-AI-assistant/natively-cluely-ai-assistant собрал 1,876 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 400. Это даёт surprise-индекс 0.0237 (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 36% 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 36%
VELOCITY10.423.29+7.13ABOVE 83%
RETENTION3.1%11.3%-8.2 PPABOVE 12%
FORKS43399+334ABOVE 85%
SURPRISE0.020.01+0.01ABOVE 83%