FINDING #1468 · UNIT ID 1415870680
NB-Corp/gpt-with-taste
Better judgment. Better taste. Less ceremony. System instructions and source-aware steering for GPT in Codex.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
71% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
85.00
ACCEL
+7.00
RETENTION
42.8%
PEAK 2026-10-16 · FORK-RETENTION 38.5% · 255 STARS / WINDOW
Author Audience
AUDIENCE
36
FOLLOWERS
0
OWNER ★
359
Engagement Signals
FORKS
19
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 255 / 255 (DIVERSITY 1.00)
Why This Is A Finding
NB-Corp/gpt-with-taste собрал 255 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 36. Это даёт surprise-индекс 1.12 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 38.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 71% OF 4978 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4978 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 71%
VELOCITY85.005.33+79.67ABOVE 97%
RETENTION42.8%0.0%+42.8 PPABOVE 71%
FORKS19346-327ABOVE 10%
SURPRISE1.120.00+1.12ABOVE 100%