FINDING #3628 · UNIT ID 1343476178
MaxHu-xuan/artifactproof
Verify that the PowerPoint you are about to deliver is exactly the PPTX that passed QA—locally, offline, and with tamper-evident evidence.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
6% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
18.33
ACCEL
-1.50
RETENTION
87.5%
PEAK 2026-10-16 · FORK-RETENTION 0.0% · 55 STARS / WINDOW
Author Audience
AUDIENCE
278
FOLLOWERS
13
OWNER ★
2,696
Engagement Signals
FORKS
12
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 55 / 55 (DIVERSITY 1.00)
Why This Is A Finding
MaxHu-xuan/artifactproof собрал 55 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 278. Это даёт surprise-индекс 0.0576 (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 12% OF 4131 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4131 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY18.336.00+12.33ABOVE 82%
RETENTION87.5%25.0%+62.5 PPABOVE 96%
FORKS12279-267ABOVE 8%
SURPRISE0.060.01+0.05ABOVE 85%