FINDING #4616 · 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)
1% 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
5.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-29 · FORK-RETENTION 0.0% · 5 STARS / WINDOW
Author Audience
AUDIENCE
188
FOLLOWERS
49
OWNER ★
451
Engagement Signals
FORKS
82
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 5 / 5 (DIVERSITY 1.00)
Why This Is A Finding
claude-office-skills/skills собрал 5 звёзд за окно, тогда как у автора всего 49 подписчиков — эффективная аудитория ≈ 188. Это даёт surprise-индекс 0.0219 (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 10% OF 5124 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5124 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY5.009.00-4.00ABOVE 0%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS82420-338ABOVE 23%
SURPRISE0.020.01+0.02ABOVE 71%