FINDING #3800 · 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)
87% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.77
ACCEL
-0.00
RETENTION
8.3%
PEAK 2026-05-27 · FORK-RETENTION 0.0% · 339 STARS / WINDOW
Author Audience
AUDIENCE
54
FOLLOWERS
15
OWNER ★
388
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 339 / 339 (DIVERSITY 1.00)
Why This Is A Finding
MaxKmet/idea-validation-agents собрал 339 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 54. Это даёт surprise-индекс 0.0402 (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 40% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 40%
VELOCITY3.773.99-0.23ABOVE 48%
RETENTION8.3%17.1%-8.8 PPABOVE 24%
FORKS4390-46ABOVE 28%
SURPRISE0.040.01+0.03ABOVE 88%