FINDING #3886 · 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)
2% 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
9.67
ACCEL
-2.50
RETENTION
25.0%
PEAK 2026-10-16 · FORK-RETENTION 66.7% · 29 STARS / WINDOW
Author Audience
AUDIENCE
341
FOLLOWERS
27
OWNER ★
1,435
Engagement Signals
FORKS
196
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 29 / 29 (DIVERSITY 1.00)
Why This Is A Finding
RefoundAI/lenny-skills собрал 29 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 341. Это даёт surprise-индекс 0.0254 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 66.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 22% OF 4978 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4978 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 22%
VELOCITY9.675.33+4.33ABOVE 70%
RETENTION25.0%0.0%+25.0 PPABOVE 60%
FORKS196346-150ABOVE 39%
SURPRISE0.030.00+0.02ABOVE 77%