FINDING #4423 · 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)
99% 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
2.63
ACCEL
+0.03
RETENTION
14.4%
PEAK 2026-06-21 · FORK-RETENTION 0.0% · 473 STARS / WINDOW
Author Audience
AUDIENCE
153
FOLLOWERS
27
OWNER ★
497
Engagement Signals
FORKS
61
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 473 / 473 (DIVERSITY 1.00)
Why This Is A Finding
product-on-purpose/pm-skills собрал 473 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 153. Это даёт surprise-индекс 0.0136 (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 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY2.633.29-0.67ABOVE 38%
RETENTION14.4%11.3%+3.0 PPABOVE 59%
FORKS6199-38ABOVE 34%
SURPRISE0.010.01+0.00ABOVE 58%