FINDING #8445 · 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 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.00
ACCEL
-0.96
RETENTION
5.7%
PEAK 2026-10-12 · FORK-RETENTION 40.0% · 14 STARS / WINDOW
Author Audience
AUDIENCE
233
FOLLOWERS
61
OWNER ★
555
Engagement Signals
FORKS
99
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 14 / 14 (DIVERSITY 1.00)
Why This Is A Finding
claude-office-skills/skills собрал 14 звёзд за окно, тогда как у автора всего 61 подписчиков — эффективная аудитория ≈ 233. Это даёт surprise-индекс 0.00733 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 12% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY2.003.14-1.14ABOVE 24%
RETENTION5.7%16.7%-11.0 PPABOVE 25%
FORKS99277-178ABOVE 32%
SURPRISE0.010.00+0.00ABOVE 63%