FINDING #4978 · 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)
77% 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
S10 · S10
Growth Telemetry
VELOCITY /D
2.57
ACCEL
+0.01
RETENTION
26.7%
PEAK 2026-05-28 · FORK-RETENTION 0.0% · 231 STARS / WINDOW
Author Audience
AUDIENCE
131
FOLLOWERS
34
OWNER ★
317
Engagement Signals
FORKS
68
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 231 / 231 (DIVERSITY 1.00)
Why This Is A Finding
claude-office-skills/skills собрал 231 звёзд за окно, тогда как у автора всего 34 подписчиков — эффективная аудитория ≈ 131. Это даёт surprise-индекс 0.015 (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 22% 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 22%
VELOCITY2.573.99-1.43ABOVE 31%
RETENTION26.7%17.1%+9.5 PPABOVE 70%
FORKS6890-21ABOVE 42%
SURPRISE0.010.01+0.00ABOVE 56%