FINDING #7817 · UNIT ID 1123208325
smixs/agent-second-brain
An always-on second brain you talk to. Voice notes in Telegram → typed, linked knowledge in your Obsidian vault. Runs 24/7 on the Claude subscription you already have.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
95% 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
Growth Telemetry
VELOCITY /D
1.75
ACCEL
-0.01
RETENTION
8.3%
PEAK 2026-07-06 · FORK-RETENTION 0.0% · 315 STARS / WINDOW
Author Audience
AUDIENCE
350
FOLLOWERS
181
OWNER ★
1,689
Engagement Signals
FORKS
208
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 315 / 315 (DIVERSITY 1.00)
Why This Is A Finding
smixs/agent-second-brain собрал 315 звёзд за окно, тогда как у автора всего 181 подписчиков — эффективная аудитория ≈ 350. Это даёт surprise-индекс 0.00449 (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 13% 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 13%
VELOCITY1.753.18-1.43ABOVE 13%
RETENTION8.3%9.9%-1.5 PPABOVE 44%
FORKS208107+101ABOVE 68%
SURPRISE0.000.01-0.00ABOVE 36%