davidondrej/jailbreak-autoresearch — GitHub trend

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FINDING #5801 · UNIT ID 1234921919

davidondrej/jailbreak-autoresearch

We shall set the models free.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00381

ENGAGEMENT0.20

FRESHNESS1.35

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

24% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S10 · S10

Growth Telemetry

VELOCITY /D

3.93

ACCEL

+0.01

RETENTION

22.7%

PEAK 2026-07-13 · FORK-RETENTION 0.0% · 118 STARS / WINDOW

Author Audience

AUDIENCE

993

FOLLOWERS

665

OWNER ★

3,276

Engagement Signals

FORKS

199

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 118 / 118 (DIVERSITY 1.00)

Why This Is A Finding

davidondrej/jailbreak-autoresearch собрал 118 звёзд за окно, тогда как у автора всего 665 подписчиков — эффективная аудитория ≈ 993. Это даёт surprise-индекс 0.00381 (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 8% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 8%

VELOCITY3.934.23-0.30ABOVE 47%

RETENTION22.7%29.4%-6.7 PPABOVE 36%

FORKS19992+107ABOVE 69%

SURPRISE0.000.01-0.01ABOVE 27%