FINDING #81 · UNIT ID 1048065319
thedotmack/claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
34.93
ACCEL
-1.53
RETENTION
9.7%
PEAK 2026-04-17 · FORK-RETENTION 82.9% · 3,144 STARS / WINDOW
Author Audience
AUDIENCE
10,583
FOLLOWERS
1,816
OWNER ★
87,681
Engagement Signals
FORKS
7,566
ISSUE AUTH
68
PR AUTH
45
UNIQUE STARGAZERS 3,138 / 3,144 (DIVERSITY 1.00)
Why This Is A Finding
thedotmack/claude-mem собрал 3,144 звёзд за окно, тогда как у автора всего 1,816 подписчиков — эффективная аудитория ≈ 10,583. Это даёт surprise-индекс 0.00329 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 82.9% и 113 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 94% OF 1335 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1335 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 94%
VELOCITY34.932.82+32.11ABOVE 98%
RETENTION9.7%8.4%+1.3 PPABOVE 55%
FORKS7,5661,473+6,093ABOVE 85%
SURPRISE0.000.00+0.00ABOVE 84%