chrichuang218/ai-learning-coach — GitHub trend

FINDING #472 · UNIT ID 1282835463

chrichuang218/ai-learning-coach

AI private learning coach for Codex: learn through real projects, adaptive dialogue, debugging, evidence-based mastery, and visible progress.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0763

ENGAGEMENT0.0994

FRESHNESS1.31

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

99% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.30

ACCEL

-0.00

RETENTION

3.5%

PEAK 2026-06-29 · FORK-RETENTION 0.0% · 159 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

245

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 159 / 159 (DIVERSITY 1.00)

Why This Is A Finding

chrichuang218/ai-learning-coach собрал 159 звёзд за окно, тогда как у автора всего 5 подписчиков — эффективная аудитория ≈ 30. Это даёт surprise-индекс 0.0763 (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 93% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.020.00+0.02ABOVE 93%

VELOCITY5.304.23+1.07ABOVE 58%

RETENTION3.5%29.4%-25.9 PPABOVE 6%

FORKS492-88ABOVE 4%

SURPRISE0.080.01+0.06ABOVE 93%