FINDING #8159 · UNIT ID 1099389084
gtmagents/gtm-agents
Production-ready collection of GTM agents and specialized skills for claude code. Covers sales, marketing, customer success, and revenue operations workflows.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
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
2.14
ACCEL
-0.50
RETENTION
25.0%
PEAK 2026-08-26 · FORK-RETENTION 0.0% · 15 STARS / WINDOW
Author Audience
AUDIENCE
55
FOLLOWERS
16
OWNER ★
393
Engagement Signals
FORKS
71
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 15 / 15 (DIVERSITY 1.00)
Why This Is A Finding
gtmagents/gtm-agents собрал 15 звёзд за окно, тогда как у автора всего 16 подписчиков — эффективная аудитория ≈ 55. Это даёт surprise-индекс 0.0225 (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 16% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY2.143.71-1.57ABOVE 25%
RETENTION25.0%37.5%-12.5 PPABOVE 31%
FORKS7190-19ABOVE 44%
SURPRISE0.020.01+0.01ABOVE 71%