FINDING #4543 · UNIT ID 1188762020
sipyourdrink-ltd/bernstein
Deterministic, audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, byte-identical replay with divergence detection, air-gap deploy. https://bernstein.run
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
82% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
6.23
ACCEL
-0.07
RETENTION
19.5%
PEAK 2026-05-28 · FORK-RETENTION 0.0% · 561 STARS / WINDOW
Author Audience
AUDIENCE
159
FOLLOWERS
11
OWNER ★
683
Engagement Signals
FORKS
62
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 561 / 561 (DIVERSITY 1.00)
Why This Is A Finding
sipyourdrink-ltd/bernstein собрал 561 звёзд за окно, тогда как у автора всего 11 подписчиков — эффективная аудитория ≈ 159. Это даёт surprise-индекс 0.0314 (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 37% OF 7217 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7217 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 37%
VELOCITY6.233.73+2.50ABOVE 67%
RETENTION19.5%16.2%+3.4 PPABOVE 58%
FORKS6284-22ABOVE 40%
SURPRISE0.030.01+0.02ABOVE 81%