FINDING #1296 · 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 1% 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
15.43
ACCEL
-0.65
RETENTION
12.4%
PEAK 2026-04-18 · FORK-RETENTION 79.4% · 1,389 STARS / WINDOW
Author Audience
AUDIENCE
43,556
FOLLOWERS
1,617
OWNER ★
201,609
Engagement Signals
FORKS
109,650
ISSUE AUTH
7
PR AUTH
27
UNIQUE STARGAZERS 1,388 / 1,389 (DIVERSITY 1.00)
Why This Is A Finding
ultraworkers/claw-code собрал 1,389 звёзд за окно, тогда как у автора всего 1,617 подписчиков — эффективная аудитория ≈ 43,556. Это даёт surprise-индекс 0.000354 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 79.4% и 34 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 3% OF 1335 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1335 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 3%
VELOCITY15.432.82+12.61ABOVE 93%
RETENTION12.4%8.4%+4.0 PPABOVE 67%
FORKS109,6501,463+108,187ABOVE 100%
SURPRISE0.000.00-0.00ABOVE 41%