FINDING #252 · UNIT ID 1250957639
withkynam/vibecode-pro-max-kit
Your AI forgets. This remembers. Spec-driven coding harness for vibecoders, product owners, CEOs and real builders — self-improving context memory, 15 agents, 33 skills working with /goal, agent-team, & workflow on autopilot loops with 0 need for human gate. Kills context rot, ships features, not spaghetti. Claude Code & Codex. Any stack
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
Growth Telemetry
VELOCITY /D
5.78
ACCEL
+0.10
RETENTION
6.5%
PEAK 2026-05-28 · FORK-RETENTION 0.0% · 1,041 STARS / WINDOW
Author Audience
AUDIENCE
153
FOLLOWERS
48
OWNER ★
1,054
Engagement Signals
FORKS
219
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,041 / 1,041 (DIVERSITY 1.00)
Why This Is A Finding
withkynam/vibecode-pro-max-kit собрал 1,041 звёзд за окно, тогда как у автора всего 48 подписчиков — эффективная аудитория ≈ 153. Это даёт surprise-индекс 0.0299 (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 96% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 96%
VELOCITY5.783.29+2.49ABOVE 70%
RETENTION6.5%11.3%-4.9 PPABOVE 30%
FORKS21999+120ABOVE 72%
SURPRISE0.030.01+0.02ABOVE 91%