haoruilee/awesome-agent-native-services — GitHub trend

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FINDING #1249 · UNIT ID 1182117531

haoruilee/awesome-agent-native-services

If you are an AI agent and want to discover services designed for you.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0459

ENGAGEMENT0.22

FRESHNESS1.00

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

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

29% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

12.86

ACCEL

+4.32

RETENTION

60.0%

PEAK 2026-08-27 · FORK-RETENTION 0.0% · 90 STARS / WINDOW

Author Audience

AUDIENCE

240

FOLLOWERS

192

OWNER ★

481

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 90 / 90 (DIVERSITY 1.00)

Why This Is A Finding

haoruilee/awesome-agent-native-services собрал 90 звёзд за окно, тогда как у автора всего 192 подписчиков — эффективная аудитория ≈ 240. Это даёт surprise-индекс 0.0459 (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 87% OF 9760 FINDINGS

#08MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #17litaolemo/xtquant_big_convert[ PYTHON ]0.36 #20LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.34 #24zeenie-ai/OpenCompany[ PYTHON ]0.30 #25917Dhj/DeepPaperNote[ PYTHON ]0.29

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.020.00+0.01ABOVE 87%

VELOCITY12.863.71+9.14ABOVE 82%

RETENTION60.0%38.0%+22.0 PPABOVE 80%

FORKS1386-73ABOVE 15%

SURPRISE0.050.01+0.04ABOVE 85%