FINDING #4506 · UNIT ID 1098369401
wilpel/caveman-compression
Caveman Compression is a semantic compression method for LLM contexts. It removes predictable grammar while preserving the unpredictable, factual content that defines meaning.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
35% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
4.12
ACCEL
-0.13
RETENTION
9.0%
PEAK 2026-04-17 · FORK-RETENTION 0.0% · 371 STARS / WINDOW
Author Audience
AUDIENCE
136
FOLLOWERS
28
OWNER ★
1,081
Engagement Signals
FORKS
64
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 371 / 371 (DIVERSITY 1.00)
Why This Is A Finding
wilpel/caveman-compression собрал 371 звёзд за окно, тогда как у автора всего 28 подписчиков — эффективная аудитория ≈ 136. Это даёт surprise-индекс 0.0234 (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 29% 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 29%
VELOCITY4.123.99+0.13ABOVE 51%
RETENTION9.0%17.1%-8.1 PPABOVE 27%
FORKS6490-25ABOVE 40%
SURPRISE0.020.01+0.01ABOVE 70%