FINDING #4233 · UNIT ID 1375071860
usamahz/cpu-performance-engineering
A reading path for CPU performance engineering, from one instruction to production inference. Primary sources only, with a runnable benchmark for every section.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
85% 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
Growth Telemetry
VELOCITY /D
135.43
ACCEL
-29.39
RETENTION
43.0%
PEAK 2026-10-02 · FORK-RETENTION 62.5% · 948 STARS / WINDOW
Author Audience
AUDIENCE
159
FOLLOWERS
44
OWNER ★
1,153
Engagement Signals
FORKS
84
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 948 / 948 (DIVERSITY 1.00)
Why This Is A Finding
usamahz/cpu-performance-engineering собрал 948 звёзд за окно, тогда как у автора всего 44 подписчиков — эффективная аудитория ≈ 159. Это даёт surprise-индекс 0.68 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 62.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 57% OF 9766 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9766 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 57%
VELOCITY135.433.57+131.86ABOVE 98%
RETENTION43.0%38.3%+4.7 PPABOVE 57%
FORKS84116-32ABOVE 42%
SURPRISE0.680.01+0.67ABOVE 100%