strands-agents/harness-sdk — GitHub trend

FINDING #3896 · UNIT ID 983715534

strands-agents/harness-sdk

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00231

ENGAGEMENT0.20

FRESHNESS1.40

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

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

7% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

14.60

ACCEL

+0.11

RETENTION

50.4%

PEAK 2026-07-07 · FORK-RETENTION 0.0% · 438 STARS / WINDOW

Author Audience

AUDIENCE

6,276

FOLLOWERS

1,977

OWNER ★

11,612

Engagement Signals

FORKS

956

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 438 / 438 (DIVERSITY 1.00)

Why This Is A Finding

strands-agents/harness-sdk собрал 438 звёзд за окно, тогда как у автора всего 1,977 подписчиков — эффективная аудитория ≈ 6,276. Это даёт surprise-индекс 0.00231 (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 38% 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

SCORE0.000.00-0.00ABOVE 38%

VELOCITY14.604.23+10.37ABOVE 82%

RETENTION50.4%29.4%+21.0 PPABOVE 86%

FORKS95692+864ABOVE 92%

SURPRISE0.000.01-0.01ABOVE 20%