FINDING #4517 · UNIT ID 175635390
selfteaching/the-craft-of-selfteaching
One has no future if one couldn't teach themself.
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:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
38.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-09-12 · FORK-RETENTION 0.0% · 38 STARS / WINDOW
Author Audience
AUDIENCE
4,303
FOLLOWERS
349
OWNER ★
18,024
Engagement Signals
FORKS
17,641
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 38 / 38 (DIVERSITY 1.00)
Why This Is A Finding
selfteaching/the-craft-of-selfteaching собрал 38 звёзд за окно, тогда как у автора всего 349 подписчиков — эффективная аудитория ≈ 4,303. Это даёт surprise-индекс 0.00875 (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 10% OF 4998 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4998 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY38.009.00+29.00ABOVE 88%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS17,641459+17,182ABOVE 98%
SURPRISE0.010.01+0.00ABOVE 56%