FINDING #9310 · UNIT ID 1228403229
devenjarvis/lathe
Generate hands-on, multi-part technical tutorials on demand, with LLM skills tuned to make content approachable. Then you work through them yourself, by hand ✋
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% 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 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
1.57
ACCEL
-0.00
RETENTION
58.3%
PEAK 2026-10-09 · FORK-RETENTION 0.0% · 11 STARS / WINDOW
Author Audience
AUDIENCE
202
FOLLOWERS
30
OWNER ★
1,724
Engagement Signals
FORKS
49
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)
Why This Is A Finding
devenjarvis/lathe собрал 11 звёзд за окно, тогда как у автора всего 30 подписчиков — эффективная аудитория ≈ 202. Это даёт surprise-индекс 0.00648 (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 5% OF 9769 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9769 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 5%
VELOCITY1.573.57-2.00ABOVE 6%
RETENTION58.3%28.6%+29.8 PPABOVE 89%
FORKS49126-77ABOVE 29%
SURPRISE0.010.01-0.00ABOVE 48%