pat-jj/harness-1 — GitHub trend

FINDING #2483 · UNIT ID 1241152875

pat-jj/harness-1

🚀 Ultra Recipe for Training Long-Horizon Search Agents - matching frontier AI's search capability with a 20B model + stateful harness

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0101

ENGAGEMENT0.20

FRESHNESS1.36

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

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

25% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

7.17

ACCEL

-0.53

RETENTION

32.1%

PEAK 2026-06-17 · FORK-RETENTION 0.0% · 215 STARS / WINDOW

Author Audience

AUDIENCE

669

FOLLOWERS

284

OWNER ★

3,851

Engagement Signals

FORKS

130

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 215 / 215 (DIVERSITY 1.00)

Why This Is A Finding

pat-jj/harness-1 собрал 215 звёзд за окно, тогда как у автора всего 284 подписчиков — эффективная аудитория ≈ 669. Это даёт surprise-индекс 0.0101 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 61% 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 61%

VELOCITY7.174.23+2.93ABOVE 67%

RETENTION32.1%29.4%+2.7 PPABOVE 55%

FORKS13092+38ABOVE 59%

SURPRISE0.010.01-0.00ABOVE 45%