FINDING #2849 · 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)
0% 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
5.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 5 STARS / WINDOW
Author Audience
AUDIENCE
136
FOLLOWERS
28
OWNER ★
1,081
Engagement Signals
FORKS
64
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 5 / 5 (DIVERSITY 1.00)
Why This Is A Finding
wilpel/caveman-compression собрал 5 звёзд за окно, тогда как у автора всего 28 подписчиков — эффективная аудитория ≈ 136. Это даёт surprise-индекс 0.0284 (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 11% OF 3194 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 3194 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY5.0010.00-5.00ABOVE 0%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS64176-112ABOVE 26%
SURPRISE0.030.02+0.01ABOVE 64%