FINDING #4753 · UNIT ID 1130952330
product-on-purpose/pm-skills
68 plug-and-play, best-practice product management skills for AI agents: 30 Triple Diamond phase + 11 foundation + 12 utility + 15 tool (Foundation Sprint + Design Sprint). Plus 6 sub-agents, workflows, 200+ output samples, guides, and CI-enforced contracts. Apache 2.0.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
69% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
3.67
ACCEL
+0.04
RETENTION
14.4%
PEAK 2026-06-21 · FORK-RETENTION 0.0% · 330 STARS / WINDOW
Author Audience
AUDIENCE
153
FOLLOWERS
27
OWNER ★
497
Engagement Signals
FORKS
61
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 330 / 330 (DIVERSITY 1.00)
Why This Is A Finding
product-on-purpose/pm-skills собрал 330 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 153. Это даёт surprise-индекс 0.019 (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 26% 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 26%
VELOCITY3.673.99-0.33ABOVE 47%
RETENTION14.4%17.1%-2.8 PPABOVE 43%
FORKS6190-28ABOVE 38%
SURPRISE0.020.01+0.01ABOVE 63%