FINDING #1709 · UNIT ID 1329291338
Ephemeral-AI-Lab/layerfs
Ephemeral Workspaces, durable shared history. LayerFS gives every agent a complete, writable filesystem Workspace over shared committed history, without copying the base. Agents work in parallel, commit what changed as deduplicated checkpoints, then branch, rewind or merge. Try it with LayerFS × DSH.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
29% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
18.83
ACCEL
+3.65
RETENTION
0.0%
PEAK 2026-10-22 · FORK-RETENTION 0.0% · 565 STARS / WINDOW
Author Audience
AUDIENCE
515
FOLLOWERS
39
OWNER ★
2,185
Engagement Signals
FORKS
95
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 565 / 565 (DIVERSITY 1.00)
Why This Is A Finding
Ephemeral-AI-Lab/layerfs собрал 565 звёзд за окно, тогда как у автора всего 39 подписчиков — эффективная аудитория ≈ 515. Это даёт surprise-индекс 0.0339 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 82% OF 9661 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9661 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 82%
VELOCITY18.833.87+14.97ABOVE 88%
RETENTION0.0%22.1%-22.1 PPABOVE 0%
FORKS95141-46ABOVE 41%
SURPRISE0.030.01+0.03ABOVE 84%