FINDING #5509 · UNIT ID 1163814566
nextlevelbuilder/goclaw
GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
Growth Telemetry
VELOCITY /D
19.13
ACCEL
-0.06
RETENTION
4.2%
PEAK 2026-04-07 · FORK-RETENTION 0.0% · 3,444 STARS / WINDOW
Author Audience
AUDIENCE
24,485
FOLLOWERS
1,286
OWNER ★
109,566
Engagement Signals
FORKS
973
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,444 / 3,444 (DIVERSITY 1.00)
Why This Is A Finding
nextlevelbuilder/goclaw собрал 3,444 звёзд за окно, тогда как у автора всего 1,286 подписчиков — эффективная аудитория ≈ 24,485. Это даёт surprise-индекс 0.00078 (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 7% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 7%
VELOCITY19.133.29+15.84ABOVE 92%
RETENTION4.2%11.3%-7.1 PPABOVE 18%
FORKS97399+874ABOVE 94%
SURPRISE0.000.01-0.01ABOVE 14%