FINDING #672 · 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)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
92.14
ACCEL
-33.54
RETENTION
37.4%
PEAK 2026-07-09 · FORK-RETENTION 0.0% · 645 STARS / WINDOW
Author Audience
AUDIENCE
10,600
FOLLOWERS
1,816
OWNER ★
87,841
Engagement Signals
FORKS
7,566
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 645 / 645 (DIVERSITY 1.00)
Why This Is A Finding
thedotmack/claude-mem собрал 645 звёзд за окно, тогда как у автора всего 1,816 подписчиков — эффективная аудитория ≈ 10,600. Это даёт surprise-индекс 0.00866 (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 40% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.00ABOVE 40%
VELOCITY92.1413.86+78.29ABOVE 88%
RETENTION37.4%36.8%+0.6 PPABOVE 51%
FORKS7,56650+7,516ABOVE 97%
SURPRISE0.010.04-0.04ABOVE 18%