FINDING #7937 · UNIT ID 1203558071
TencentCloud/TencentDB-Agent-Memory
TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
51% 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
427.93
ACCEL
-20.91
RETENTION
17.7%
PEAK 2026-08-05 · FORK-RETENTION 62.7% · 12,838 STARS / WINDOW
Author Audience
AUDIENCE
21,535
FOLLOWERS
1,308
OWNER ★
47,918
Engagement Signals
FORKS
2,332
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12,838 / 12,838 (DIVERSITY 1.00)
Why This Is A Finding
TencentCloud/TencentDB-Agent-Memory собрал 12,838 звёзд за окно, тогда как у автора всего 1,308 подписчиков — эффективная аудитория ≈ 21,535. Это даёт surprise-индекс 0.0198 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 62.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 17% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY427.933.63+424.30ABOVE 100%
RETENTION17.7%24.8%-7.1 PPABOVE 37%
FORKS2,332120+2,212ABOVE 96%
SURPRISE0.020.01+0.01ABOVE 72%