FINDING #1026 · 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)
16% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
5.40
ACCEL
-0.42
RETENTION
22.9%
PEAK 2026-06-17 · FORK-RETENTION 0.0% · 162 STARS / WINDOW
Author Audience
AUDIENCE
153
FOLLOWERS
48
OWNER ★
1,054
Engagement Signals
FORKS
219
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 162 / 162 (DIVERSITY 1.00)
Why This Is A Finding
withkynam/vibecode-pro-max-kit собрал 162 звёзд за окно, тогда как у автора всего 48 подписчиков — эффективная аудитория ≈ 153. Это даёт surprise-индекс 0.0279 (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 84% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 84%
VELOCITY5.404.23+1.17ABOVE 58%
RETENTION22.9%29.4%-6.6 PPABOVE 36%
FORKS21992+127ABOVE 71%
SURPRISE0.030.01+0.02ABOVE 74%