FINDING #4449 · UNIT ID 1145199131
claude-office-skills/skills
A curated collection of practical Claude Skills for real-world office tasks
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
3% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
3.33
ACCEL
+0.50
RETENTION
0.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 10 STARS / WINDOW
Author Audience
AUDIENCE
131
FOLLOWERS
34
OWNER ★
317
Engagement Signals
FORKS
68
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)
Why This Is A Finding
claude-office-skills/skills собрал 10 звёзд за окно, тогда как у автора всего 34 подписчиков — эффективная аудитория ≈ 131. Это даёт surprise-индекс 0.0194 (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 11% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY3.336.67-3.33ABOVE 15%
RETENTION0.0%46.5%-46.5 PPABOVE 0%
FORKS68116-48ABOVE 36%
SURPRISE0.020.01+0.01ABOVE 58%