FINDING #8972 · 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)
2% 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
13.87
ACCEL
-0.82
RETENTION
10.3%
PEAK 2026-08-20 · FORK-RETENTION 61.5% · 416 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 416 / 416 (DIVERSITY 1.00)
Why This Is A Finding
selfteaching/the-craft-of-selfteaching собрал 416 звёзд за окно, тогда как у автора всего 349 подписчиков — эффективная аудитория ≈ 4,303. Это даёт surprise-индекс 0.00319 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 61.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 7% OF 9679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 7%
VELOCITY13.873.80+10.07ABOVE 84%
RETENTION10.3%25.0%-14.7 PPABOVE 21%
FORKS17,641112+17,529ABOVE 100%
SURPRISE0.000.01-0.01ABOVE 28%