ShenSeanChen/waku-agent — GitHub trend

FINDING #2248 · UNIT ID 1296471449

ShenSeanChen/waku-agent

Waku Waku! Waku Agent is a local-first AI agent harness you actually own, including loop, memory, eval, all in code built to stay legible as it grows.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00776

ENGAGEMENT0.67

FRESHNESS1.00

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

9.00

ACCEL

-2.50

RETENTION

53.8%

PEAK 2026-09-10 · FORK-RETENTION 50.0% · 27 STARS / WINDOW

Author Audience

AUDIENCE

1,120

FOLLOWERS

775

OWNER ★

3,451

Engagement Signals

FORKS

340

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 27 / 27 (DIVERSITY 1.00)

Why This Is A Finding

ShenSeanChen/waku-agent собрал 27 звёзд за окно, тогда как у автора всего 775 подписчиков — эффективная аудитория ≈ 1,120. Это даёт surprise-индекс 0.00776 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 50.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 75% OF 8833 FINDINGS

#02jordan-gibbs/hyperresearch[ PYTHON ]1.33 #03ayghri/i-have-adhd[ PYTHON ]1.18 #05siknet/FreePEP[ PYTHON ]1.11 #14aldegad/sprite-gen[ PYTHON ]0.65 #19HarnessRouter/harnessrouter[ PYTHON ]0.54

METRICS IN CONTEXT

MEDIAN ACROSS ALL 8833 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 75%

VELOCITY9.005.67+3.33ABOVE 67%

RETENTION53.8%45.9%+7.9 PPABOVE 60%

FORKS340344-4ABOVE 50%

SURPRISE0.010.00+0.00ABOVE 60%