FINDING #7911 · 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)
52% 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
432.00
ACCEL
-25.58
RETENTION
17.3%
PEAK 2026-08-05 · FORK-RETENTION 63.6% · 12,960 STARS / WINDOW
Author Audience
AUDIENCE
21,631
FOLLOWERS
1,312
OWNER ★
48,063
Engagement Signals
FORKS
2,352
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12,960 / 12,960 (DIVERSITY 1.00)
Why This Is A Finding
TencentCloud/TencentDB-Agent-Memory собрал 12,960 звёзд за окно, тогда как у автора всего 1,312 подписчиков — эффективная аудитория ≈ 21,631. Это даёт surprise-индекс 0.0199 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 63.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 18% OF 9595 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY432.003.67+428.33ABOVE 100%
RETENTION17.3%24.6%-7.3 PPABOVE 36%
FORKS2,352115+2,237ABOVE 96%
SURPRISE0.020.01+0.01ABOVE 72%