FINDING #4642 · UNIT ID 1208086561
kju4q/ai-weekend-builds
AI projects to build in a weekend. For developers: requires Python or Node.js, an Anthropic API key, and comfort with the terminal. Starter code and READMEs for each project.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% 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
Growth Telemetry
VELOCITY /D
3.91
ACCEL
+0.07
RETENTION
12.5%
PEAK 2026-07-04 · FORK-RETENTION 0.0% · 352 STARS / WINDOW
Author Audience
AUDIENCE
149
FOLLOWERS
104
OWNER ★
446
Engagement Signals
FORKS
67
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 352 / 352 (DIVERSITY 1.00)
Why This Is A Finding
kju4q/ai-weekend-builds собрал 352 звёзд за окно, тогда как у автора всего 104 подписчиков — эффективная аудитория ≈ 149. Это даёт surprise-индекс 0.0207 (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 27% 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 27%
VELOCITY3.913.99-0.08ABOVE 49%
RETENTION12.5%17.1%-4.6 PPABOVE 38%
FORKS6790-22ABOVE 41%
SURPRISE0.020.01+0.01ABOVE 66%