ai-boost/awesome-harness-engineering — GitHub trend

FINDING #1625 · UNIT ID 1195371847

ai-boost/awesome-harness-engineering

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0181

ENGAGEMENT0.20

FRESHNESS1.35

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

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

39% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

40.47

ACCEL

+1.14

RETENTION

21.1%

PEAK 2026-07-02 · FORK-RETENTION 0.0% · 1,214 STARS / WINDOW

Author Audience

AUDIENCE

2,201

FOLLOWERS

636

OWNER ★

15,645

Engagement Signals

FORKS

324

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 1,214 / 1,214 (DIVERSITY 1.00)

Why This Is A Finding

ai-boost/awesome-harness-engineering собрал 1,214 звёзд за окно, тогда как у автора всего 636 подписчиков — эффективная аудитория ≈ 2,201. Это даёт surprise-индекс 0.0181 (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 74% 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

SCORE0.010.00+0.01ABOVE 74%

VELOCITY40.474.23+36.23ABOVE 93%

RETENTION21.1%29.4%-8.3 PPABOVE 33%

FORKS32492+232ABOVE 79%

SURPRISE0.020.01+0.01ABOVE 62%