FINDING #5623 · UNIT ID 68720867
firstcontributions/first-contributions
🚀✨ Help beginners to contribute to open source projects
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:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S3 · MORE FORKS THAN STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
19.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 19 STARS / WINDOW
Author Audience
AUDIENCE
15,637
FOLLOWERS
2,256
OWNER ★
55,623
Engagement Signals
FORKS
106,145
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 19 / 19 (DIVERSITY 1.00)
Why This Is A Finding
firstcontributions/first-contributions собрал 19 звёзд за окно, тогда как у автора всего 2,256 подписчиков — эффективная аудитория ≈ 15,637. Это даёт surprise-индекс 0.00121 (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 7% OF 6024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 7%
VELOCITY19.009.00+10.00ABOVE 76%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS106,145495+105,650ABOVE 100%
SURPRISE0.000.00-0.00ABOVE 25%