FINDING #5077 · UNIT ID 1170546899
AlpacaLabsLLC/skills-for-architects
Claude Code skills for architecture, real estate, and workplace strategy. Type /skill-name and go.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
56% 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
1.56
ACCEL
+0.01
RETENTION
7.9%
PEAK 2026-06-24 · FORK-RETENTION 0.0% · 140 STARS / WINDOW
Author Audience
AUDIENCE
72
FOLLOWERS
11
OWNER ★
252
Engagement Signals
FORKS
53
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 140 / 140 (DIVERSITY 1.00)
Why This Is A Finding
AlpacaLabsLLC/skills-for-architects собрал 140 звёзд за окно, тогда как у автора всего 11 подписчиков — эффективная аудитория ≈ 72. Это даёт surprise-индекс 0.0138 (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 20% 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 20%
VELOCITY1.563.99-2.44ABOVE 2%
RETENTION7.9%17.1%-9.2 PPABOVE 23%
FORKS5390-36ABOVE 34%
SURPRISE0.010.01+0.00ABOVE 53%