FINDING #558 · 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)
100% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.15
ACCEL
+0.03
RETENTION
8.3%
PEAK 2026-05-27 · FORK-RETENTION 0.0% · 387 STARS / WINDOW
Author Audience
AUDIENCE
54
FOLLOWERS
15
OWNER ★
388
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 387 / 387 (DIVERSITY 1.00)
Why This Is A Finding
MaxKmet/idea-validation-agents собрал 387 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 54. Это даёт surprise-индекс 0.0229 (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 91% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 91%
VELOCITY2.153.29-1.14ABOVE 25%
RETENTION8.3%11.3%-3.0 PPABOVE 39%
FORKS4399-56ABOVE 23%
SURPRISE0.020.01+0.01ABOVE 82%