FINDING #8146 · 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)
17% 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 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.47
ACCEL
+0.03
RETENTION
47.6%
PEAK 2026-07-31 · FORK-RETENTION 100.0% · 74 STARS / WINDOW
Author Audience
AUDIENCE
188
FOLLOWERS
49
OWNER ★
451
Engagement Signals
FORKS
82
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 74 / 74 (DIVERSITY 1.00)
Why This Is A Finding
claude-office-skills/skills собрал 74 звёзд за окно, тогда как у автора всего 49 подписчиков — эффективная аудитория ≈ 188. Это даёт surprise-индекс 0.0108 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 15% OF 9595 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY2.473.67-1.20ABOVE 31%
RETENTION47.6%24.6%+23.0 PPABOVE 89%
FORKS82115-33ABOVE 42%
SURPRISE0.010.01+0.00ABOVE 57%