FINDING #7899 · 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)
13% 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
15.71
ACCEL
-0.14
RETENTION
56.7%
PEAK 2026-10-11 · FORK-RETENTION 0.0% · 110 STARS / WINDOW
Author Audience
AUDIENCE
278
FOLLOWERS
13
OWNER ★
2,654
Engagement Signals
FORKS
12
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 110 / 110 (DIVERSITY 1.00)
Why This Is A Finding
MaxHu-xuan/artifactproof собрал 110 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 278. Это даёт surprise-индекс 0.0494 (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 18% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY15.713.14+12.57ABOVE 88%
RETENTION56.7%16.7%+40.0 PPABOVE 89%
FORKS12277-265ABOVE 8%
SURPRISE0.050.00+0.05ABOVE 92%