FINDING #5426 · UNIT ID 1116261263
DEEP-PolyU/Awesome-GraphMemory
A survey of Graph-based Agent Memory | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based agent memory.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% 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
Growth Telemetry
VELOCITY /D
1.77
ACCEL
-0.02
RETENTION
11.1%
PEAK 2026-02-06 · FORK-RETENTION 0.0% · 318 STARS / WINDOW
Author Audience
AUDIENCE
1,461
FOLLOWERS
222
OWNER ★
5,083
Engagement Signals
FORKS
21
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 318 / 318 (DIVERSITY 1.00)
Why This Is A Finding
DEEP-PolyU/Awesome-GraphMemory собрал 318 звёзд за окно, тогда как у автора всего 222 подписчиков — эффективная аудитория ≈ 1,461. Это даёт surprise-индекс 0.00118 (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 9% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 9%
VELOCITY1.773.29-1.53ABOVE 12%
RETENTION11.1%11.3%-0.2 PPABOVE 49%
FORKS2199-78ABOVE 8%
SURPRISE0.000.01-0.01ABOVE 17%