FINDING #3953 · 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)
91% 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
12.94
ACCEL
+0.13
RETENTION
33.3%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 2,329 STARS / WINDOW
Author Audience
AUDIENCE
634
FOLLOWERS
370
OWNER ★
2,636
Engagement Signals
FORKS
519
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,329 / 2,329 (DIVERSITY 1.00)
Why This Is A Finding
Goochbeater/Spiritual-Spell-Red-Teaming собрал 2,329 звёзд за окно, тогда как у автора всего 370 подписчиков — эффективная аудитория ≈ 634. Это даёт surprise-индекс 0.0192 (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 33% 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 33%
VELOCITY12.943.29+9.64ABOVE 87%
RETENTION33.3%11.3%+22.0 PPABOVE 90%
FORKS51999+420ABOVE 88%
SURPRISE0.020.01+0.01ABOVE 73%