shareAI-lab/learn-claude-code — GitHub trend

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FINDING #5254 · UNIT ID 1010681419

shareAI-lab/learn-claude-code

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00344

ENGAGEMENT0.42

FRESHNESS1.26

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

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

3% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

84.57

ACCEL

+0.06

RETENTION

50.3%

PEAK 2026-08-25 · FORK-RETENTION 11.6% · 2,537 STARS / WINDOW

Author Audience

AUDIENCE

24,558

FOLLOWERS

3,706

OWNER ★

85,848

Engagement Signals

FORKS

12,194

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 2,537 / 2,537 (DIVERSITY 1.00)

Why This Is A Finding

shareAI-lab/learn-claude-code собрал 2,537 звёзд за окно, тогда как у автора всего 3,706 подписчиков — эффективная аудитория ≈ 24,558. Это даёт surprise-индекс 0.00344 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 11.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 45% OF 9595 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 45%

VELOCITY84.573.67+80.90ABOVE 98%

RETENTION50.3%24.6%+25.7 PPABOVE 91%

FORKS12,194115+12,079ABOVE 99%

SURPRISE0.000.01-0.00ABOVE 30%