FINDING #9043 · UNIT ID 1167172023
onvoyage-ai/gtm-engineer-skills
Claude Code skill for improving website AEO (AI Engine Optimization) and GEO (Generative Engine Optimization) scores — 16 foundational checks, 6 intelligence dimensions, framework-specific fixes
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:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.00
ACCEL
-0.11
RETENTION
40.0%
PEAK 2026-08-23 · FORK-RETENTION 0.0% · 14 STARS / WINDOW
Author Audience
AUDIENCE
574
FOLLOWERS
101
OWNER ★
1,858
Engagement Signals
FORKS
45
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 14 / 14 (DIVERSITY 1.00)
Why This Is A Finding
onvoyage-ai/gtm-engineer-skills собрал 14 звёзд за окно, тогда как у автора всего 101 подписчиков — эффективная аудитория ≈ 574. Это даёт surprise-индекс 0.00326 (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 7% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 7%
VELOCITY2.003.71-1.71ABOVE 22%
RETENTION40.0%38.0%+2.0 PPABOVE 53%
FORKS4586-41ABOVE 34%
SURPRISE0.000.01-0.01ABOVE 26%