FINDING #1677 · 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)
2% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.67
ACCEL
-1.50
RETENTION
30.0%
PEAK 2026-07-13 · FORK-RETENTION 0.0% · 8 STARS / WINDOW
Author Audience
AUDIENCE
54
FOLLOWERS
15
OWNER ★
388
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 8 / 8 (DIVERSITY 1.00)
Why This Is A Finding
MaxKmet/idea-validation-agents собрал 8 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 54. Это даёт surprise-индекс 0.0285 (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 67% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.00ABOVE 67%
VELOCITY2.676.67-4.00ABOVE 0%
RETENTION30.0%46.5%-16.5 PPABOVE 38%
FORKS43116-73ABOVE 26%
SURPRISE0.030.01+0.01ABOVE 69%