FINDING #3507 · UNIT ID 988184458
hydropix/TranslateBooksWithLLMs
Translate full-length books and documents with Ollama, OpenAI (comptatible), Gemini, Mistral, Poe or OpenRouter. Preserves formatting. Resumes where you left off. No file size limits.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
73% 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
17.78
ACCEL
-0.36
RETENTION
4.6%
PEAK 2026-04-26 · FORK-RETENTION 0.0% · 1,600 STARS / WINDOW
Author Audience
AUDIENCE
291
FOLLOWERS
68
OWNER ★
2,231
Engagement Signals
FORKS
280
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,600 / 1,600 (DIVERSITY 1.00)
Why This Is A Finding
hydropix/TranslateBooksWithLLMs собрал 1,600 звёзд за окно, тогда как у автора всего 68 подписчиков — эффективная аудитория ≈ 291. Это даёт surprise-индекс 0.0537 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 45% 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 45%
VELOCITY17.783.99+13.78ABOVE 87%
RETENTION4.6%17.1%-12.5 PPABOVE 11%
FORKS28090+191ABOVE 77%
SURPRISE0.050.01+0.04ABOVE 94%