FINDING #7403 · UNIT ID 1134844685
agent-sh/agentsys
AI writes code. This automates everything else · 24 plugins · 49 agents · 44 skills · for Claude Code, OpenCode, Codex, Cursor, Kiro.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
71% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
3.54
ACCEL
-0.04
RETENTION
9.2%
PEAK 2026-03-12 · FORK-RETENTION 0.0% · 638 STARS / WINDOW
Author Audience
AUDIENCE
437
FOLLOWERS
46
OWNER ★
1,727
Engagement Signals
FORKS
109
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 638 / 638 (DIVERSITY 1.00)
Why This Is A Finding
agent-sh/agentsys собрал 638 звёзд за окно, тогда как у автора всего 46 подписчиков — эффективная аудитория ≈ 437. Это даёт surprise-индекс 0.00742 (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 17% OF 8934 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8934 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY3.543.18+0.37ABOVE 54%
RETENTION9.2%9.9%-0.7 PPABOVE 47%
FORKS109107+2ABOVE 50%
SURPRISE0.010.01-0.00ABOVE 46%