FINDING #7579 · UNIT ID 1177456367
moltlaunch/cashclaw
An autonomous agent that takes work, does work, gets paid, and gets better at it.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
8% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
14.14
ACCEL
+6.57
RETENTION
30.9%
PEAK 2026-08-28 · FORK-RETENTION 33.3% · 99 STARS / WINDOW
Author Audience
AUDIENCE
277
FOLLOWERS
19
OWNER ★
1,197
Engagement Signals
FORKS
226
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 99 / 99 (DIVERSITY 1.00)
Why This Is A Finding
moltlaunch/cashclaw собрал 99 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 277. Это даёт surprise-индекс 0.0446 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 33.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 22% OF 9771 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 22%
VELOCITY14.143.71+10.43ABOVE 84%
RETENTION30.9%39.3%-8.4 PPABOVE 38%
FORKS22691+135ABOVE 71%
SURPRISE0.040.01+0.04ABOVE 85%