FINDING #6854 · UNIT ID 1316601917
uczltw6/trace-file-lineage
Find which script, notebook, data, command, or AI agent produced a file — locally, with evidence and honest uncertainty.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
89% 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
38.00
ACCEL
-2.93
RETENTION
50.8%
PEAK 2026-08-01 · FORK-RETENTION 0.0% · 266 STARS / WINDOW
Author Audience
AUDIENCE
44
FOLLOWERS
6
OWNER ★
376
Engagement Signals
FORKS
4
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 266 / 266 (DIVERSITY 1.00)
Why This Is A Finding
uczltw6/trace-file-lineage собрал 266 звёзд за окно, тогда как у автора всего 6 подписчиков — эффективная аудитория ≈ 44. Это даёт surprise-индекс 0.45 (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 30% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 30%
VELOCITY38.003.57+34.43ABOVE 94%
RETENTION50.8%37.5%+13.3 PPABOVE 71%
FORKS498-94ABOVE 4%
SURPRISE0.450.01+0.45ABOVE 100%