FINDING #4193 · UNIT ID 1117138770
Goochbeater/Spiritual-Spell-Red-Teaming
A repo for jailbreaking various LLMs, mainly Claude
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
18.84
ACCEL
+0.18
RETENTION
33.3%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 1,696 STARS / WINDOW
Author Audience
AUDIENCE
634
FOLLOWERS
370
OWNER ★
2,636
Engagement Signals
FORKS
519
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,696 / 1,696 (DIVERSITY 1.00)
Why This Is A Finding
Goochbeater/Spiritual-Spell-Red-Teaming собрал 1,696 звёзд за окно, тогда как у автора всего 370 подписчиков — эффективная аудитория ≈ 634. Это даёт surprise-индекс 0.028 (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 34% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 34%
VELOCITY18.843.99+14.85ABOVE 88%
RETENTION33.3%17.1%+16.2 PPABOVE 82%
FORKS51990+430ABOVE 88%
SURPRISE0.030.01+0.02ABOVE 76%