FINDING #878 · UNIT ID 1197021090
ultraworkers/claw-code
An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
⚠ POSSIBLE STAR INFLATION — ONLY 0% OF STARS VISIBLE IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
6.67
ACCEL
-0.27
RETENTION
12.5%
PEAK 2026-05-03 · FORK-RETENTION 72.6% · 600 STARS / WINDOW
Author Audience
AUDIENCE
43,608
FOLLOWERS
1,626
OWNER ★
201,782
Engagement Signals
FORKS
109,441
ISSUE AUTH
7
PR AUTH
25
UNIQUE STARGAZERS 599 / 600 (DIVERSITY 1.00)
Why This Is A Finding
ultraworkers/claw-code собрал 600 звёзд за окно, тогда как у автора всего 1,626 подписчиков — эффективная аудитория ≈ 43,608. Это даёт surprise-индекс 0.000153 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 72.6% и 32 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 1% OF 891 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 891 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 1%
VELOCITY6.672.86+3.81ABOVE 82%
RETENTION12.5%7.6%+4.9 PPABOVE 74%
FORKS109,4412,034+107,407ABOVE 100%
SURPRISE0.000.00-0.00ABOVE 28%