FINDING #903 · UNIT ID 1289309191
SmileLikeYe/agent-chief
Attention is your scarcest resource. Chief is the local-first layer that guards it — turning every agent, alert, and feed into one honest call: interrupt, or not.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% 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
66.29
ACCEL
-5.04
RETENTION
71.2%
PEAK 2026-07-08 · FORK-RETENTION 0.0% · 464 STARS / WINDOW
Author Audience
AUDIENCE
85
FOLLOWERS
13
OWNER ★
715
Engagement Signals
FORKS
3
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 464 / 464 (DIVERSITY 1.00)
Why This Is A Finding
SmileLikeYe/agent-chief собрал 464 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 85. Это даёт surprise-индекс 0.53 (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 19% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.00ABOVE 19%
VELOCITY66.2913.86+52.43ABOVE 83%
RETENTION71.2%36.8%+34.4 PPABOVE 90%
FORKS350-47ABOVE 9%
SURPRISE0.530.04+0.49ABOVE 98%