FINDING #3888 · UNIT ID 1143719103
zksha/alma
ALMA (Automated meta-Learning of Memory designs for Agentic systems) is a framework that meta-learns memory designs to replace human-engineered designs for agentic system.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
8% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
6.67
ACCEL
+6.00
RETENTION
0.0%
PEAK 2026-07-16 · FORK-RETENTION 0.0% · 20 STARS / WINDOW
Author Audience
AUDIENCE
42
FOLLOWERS
17
OWNER ★
248
Engagement Signals
FORKS
26
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 20 / 20 (DIVERSITY 1.00)
Why This Is A Finding
zksha/alma собрал 20 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 42. Это даёт surprise-индекс 0.0815 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 22% OF 4997 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4997 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 22%
VELOCITY6.676.670.00ABOVE 49%
RETENTION0.0%43.8%-43.8 PPABOVE 0%
FORKS26126-100ABOVE 17%
SURPRISE0.080.01+0.07ABOVE 90%