FINDING #433 · 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)
1% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S11 · ONE ACCOUNT GENERATES MOST OF THE "COMMUNITY" ACTIVITY
Growth Telemetry
VELOCITY /D
6.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-07-16 · FORK-RETENTION 0.0% · 6 STARS / WINDOW
Author Audience
AUDIENCE
159
FOLLOWERS
11
OWNER ★
683
Engagement Signals
FORKS
62
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 6 / 6 (DIVERSITY 1.00)
Why This Is A Finding
sipyourdrink-ltd/bernstein собрал 6 звёзд за окно, тогда как у автора всего 11 подписчиков — эффективная аудитория ≈ 159. Это даёт surprise-индекс 0.0302 (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 27% OF 596 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 596 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY6.009.00-3.00ABOVE 20%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS62614-552ABOVE 15%
SURPRISE0.030.00+0.03ABOVE 84%