FINDING #8419 · UNIT ID 1145269520
RefoundAI/lenny-skills
86 product management skills from Lenny's Podcast for Claude Code and AI agents. Hiring, user research, strategy, shipping, and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
6% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.80
ACCEL
+0.05
RETENTION
42.2%
PEAK 2026-08-25 · FORK-RETENTION 28.6% · 84 STARS / WINDOW
Author Audience
AUDIENCE
308
FOLLOWERS
24
OWNER ★
1,298
Engagement Signals
FORKS
168
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 84 / 84 (DIVERSITY 1.00)
Why This Is A Finding
RefoundAI/lenny-skills собрал 84 звёзд за окно, тогда как у автора всего 24 подписчиков — эффективная аудитория ≈ 308. Это даёт surprise-индекс 0.00806 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 28.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 12% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY2.803.63-0.83ABOVE 38%
RETENTION42.2%25.0%+17.2 PPABOVE 81%
FORKS168117+51ABOVE 59%
SURPRISE0.010.01+0.00ABOVE 50%