FINDING #5113 · UNIT ID 1192432137
realkimbarrett/advertising-skills
Advertising Skills for Open Claw, Claude Code & AI agents. Direct response, paid ads, funnels, and copy systems.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
20% 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
1.51
ACCEL
-0.02
RETENTION
12.8%
PEAK 2026-06-16 · FORK-RETENTION 0.0% · 136 STARS / WINDOW
Author Audience
AUDIENCE
74
FOLLOWERS
5
OWNER ★
693
Engagement Signals
FORKS
57
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 136 / 136 (DIVERSITY 1.00)
Why This Is A Finding
realkimbarrett/advertising-skills собрал 136 звёзд за окно, тогда как у автора всего 5 подписчиков — эффективная аудитория ≈ 74. Это даёт surprise-индекс 0.0132 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 20% 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 20%
VELOCITY1.513.99-2.48ABOVE 1%
RETENTION12.8%17.1%-4.3 PPABOVE 39%
FORKS5790-32ABOVE 36%
SURPRISE0.010.01+0.00ABOVE 52%