FINDING #1872 · 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)
5% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
158.30
ACCEL
-5.16
RETENTION
52.1%
PEAK 2026-06-27 · FORK-RETENTION 0.0% · 4,749 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 4,749 / 4,749 (DIVERSITY 1.00)
Why This Is A Finding
thedotmack/claude-mem собрал 4,749 звёзд за окно, тогда как у автора всего 1,816 подписчиков — эффективная аудитория ≈ 10,600. Это даёт surprise-индекс 0.0149 (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 70% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.00ABOVE 70%
VELOCITY158.304.23+154.07ABOVE 98%
RETENTION52.1%29.4%+22.6 PPABOVE 88%
FORKS7,56692+7,474ABOVE 99%
SURPRISE0.010.01+0.00ABOVE 56%