FINDING #578 · UNIT ID 1209890423
MaxKmet/idea-validation-agents
AI agents that act as your personal venture analyst - from startup idea brainstorming to full validation and go-to-market strategy. Built for developers who'd rather validate in 10 minutes than regret in six months. Powered by Claude Code, OpenAI Codex, and Cursor.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
30% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.87
ACCEL
-0.13
RETENTION
9.0%
PEAK 2026-06-22 · FORK-RETENTION 0.0% · 116 STARS / WINDOW
Author Audience
AUDIENCE
54
FOLLOWERS
15
OWNER ★
388
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 116 / 116 (DIVERSITY 1.00)
Why This Is A Finding
MaxKmet/idea-validation-agents собрал 116 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 54. Это даёт surprise-индекс 0.0413 (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 91% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 91%
VELOCITY3.874.23-0.37ABOVE 46%
RETENTION9.0%29.4%-20.5 PPABOVE 11%
FORKS4392-49ABOVE 30%
SURPRISE0.040.01+0.03ABOVE 83%