FINDING #453 · UNIT ID 1174747993
siddsachar/row-bot
Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
88% 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
13.50
ACCEL
-0.39
RETENTION
2.9%
PEAK 2026-05-03 · FORK-RETENTION 0.0% · 1,215 STARS / WINDOW
Author Audience
AUDIENCE
174
FOLLOWERS
36
OWNER ★
1,384
Engagement Signals
FORKS
164
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,215 / 1,215 (DIVERSITY 1.00)
Why This Is A Finding
siddsachar/row-bot собрал 1,215 звёзд за окно, тогда как у автора всего 36 подписчиков — эффективная аудитория ≈ 174. Это даёт surprise-индекс 0.063 (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 40% 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 40%
VELOCITY13.506.61+6.89ABOVE 66%
RETENTION2.9%22.2%-19.3 PPABOVE 8%
FORKS16497+67ABOVE 62%
SURPRISE0.060.03+0.03ABOVE 89%