FINDING #463 · UNIT ID 1199905418
fujibee/agmsg
Cross-vendor messaging for CLI AI coding agents — let Claude Code, Codex, Gemini & Copilot talk to each other in one team. Bash + SQLite, no daemon, no framework.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
13.27
ACCEL
+0.36
RETENTION
53.4%
PEAK 2026-07-13 · FORK-RETENTION 0.0% · 1,194 STARS / WINDOW
Author Audience
AUDIENCE
212
FOLLOWERS
78
OWNER ★
1,343
Engagement Signals
FORKS
101
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,194 / 1,194 (DIVERSITY 1.00)
Why This Is A Finding
fujibee/agmsg собрал 1,194 звёзд за окно, тогда как у автора всего 78 подписчиков — эффективная аудитория ≈ 212. Это даёт surprise-индекс 0.0526 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 38% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 38%
VELOCITY13.276.61+6.66ABOVE 66%
RETENTION53.4%22.2%+31.2 PPABOVE 91%
FORKS10197+4ABOVE 51%
SURPRISE0.050.03+0.02ABOVE 82%