FINDING #860 · UNIT ID 1297776908
kitforai/kitforai
Kit for AI developer hub — official SDK, Claude Code plugin, MCP setup, and llms.txt.
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:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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?)
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
38.00
ACCEL
-1.00
RETENTION
53.6%
PEAK 2026-07-12 · FORK-RETENTION 0.0% · 114 STARS / WINDOW
Author Audience
AUDIENCE
238
FOLLOWERS
108
OWNER ★
109
Engagement Signals
FORKS
5
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 114 / 114 (DIVERSITY 1.00)
Why This Is A Finding
kitforai/kitforai собрал 114 звёзд за окно, тогда как у автора всего 108 подписчиков — эффективная аудитория ≈ 238. Это даёт surprise-индекс 0.14 (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 20% OF 1069 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1069 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.01ABOVE 20%
VELOCITY38.0015.33+22.67ABOVE 75%
RETENTION53.6%33.3%+20.3 PPABOVE 72%
FORKS545-40ABOVE 13%
SURPRISE0.140.05+0.08ABOVE 74%