FINDING #6643 · UNIT ID 1196855016
elizabetht/100-days-of-inference
100 days of LLM inference engineering — daily posts, experiments, and visualizations
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
78% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
31.43
ACCEL
-0.47
RETENTION
6.0%
PEAK 2026-08-19 · FORK-RETENTION 48.9% · 943 STARS / WINDOW
Author Audience
AUDIENCE
249
FOLLOWERS
120
OWNER ★
1,289
Engagement Signals
FORKS
123
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 943 / 943 (DIVERSITY 1.00)
Why This Is A Finding
elizabetht/100-days-of-inference собрал 943 звёзд за окно, тогда как у автора всего 120 подписчиков — эффективная аудитория ≈ 249. Это даёт surprise-индекс 0.11 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 48.9% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 31% OF 9644 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9644 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 31%
VELOCITY31.433.73+27.70ABOVE 93%
RETENTION6.0%23.1%-17.1 PPABOVE 16%
FORKS123113+10ABOVE 52%
SURPRISE0.110.01+0.10ABOVE 98%