FINDING #8057 · 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)
56% 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
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
16.27
ACCEL
-0.06
RETENTION
62.0%
PEAK 2026-09-20 · FORK-RETENTION 100.0% · 488 STARS / WINDOW
Author Audience
AUDIENCE
283
FOLLOWERS
13
OWNER ★
2,696
Engagement Signals
FORKS
12
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 488 / 488 (DIVERSITY 1.00)
Why This Is A Finding
MaxHu-xuan/artifactproof собрал 488 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 283. Это даёт surprise-индекс 0.0504 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 17% OF 9676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY16.273.80+12.47ABOVE 86%
RETENTION62.0%20.0%+42.0 PPABOVE 98%
FORKS12142-130ABOVE 9%
SURPRISE0.050.01+0.04ABOVE 91%