FINDING #868 · UNIT ID 1262261093
Harlihm/Your-Self-Improving-AI-Brain
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:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S8 · KEYWORD-STUFFED OR EMPTY DESCRIPTION
Growth Telemetry
VELOCITY /D
37.50
ACCEL
+2.21
RETENTION
30.9%
PEAK 2026-06-28 · FORK-RETENTION 0.0% · 1,125 STARS / WINDOW
Author Audience
AUDIENCE
150
FOLLOWERS
37
OWNER ★
1,127
Engagement Signals
FORKS
2
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,125 / 1,125 (DIVERSITY 1.00)
Why This Is A Finding
Harlihm/Your-Self-Improving-AI-Brain собрал 1,125 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 150. Это даёт surprise-индекс 0.20 (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 14% OF 1013 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1013 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 14%
VELOCITY37.507.20+30.30ABOVE 80%
RETENTION30.9%30.8%+0.1 PPABOVE 50%
FORKS256-54ABOVE 8%
SURPRISE0.200.03+0.16ABOVE 98%