FINDING #1637 · UNIT ID 1088558237
Orchestra-Research/AI-Research-SKILLs
Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
39.67
ACCEL
-0.50
RETENTION
68.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 119 STARS / WINDOW
Author Audience
AUDIENCE
2,394
FOLLOWERS
122
OWNER ★
10,752
Engagement Signals
FORKS
798
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 119 / 119 (DIVERSITY 1.00)
Why This Is A Finding
Orchestra-Research/AI-Research-SKILLs собрал 119 звёзд за окно, тогда как у автора всего 122 подписчиков — эффективная аудитория ≈ 2,394. Это даёт surprise-индекс 0.0163 (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 67% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.00ABOVE 67%
VELOCITY39.676.67+33.00ABOVE 89%
RETENTION68.0%46.5%+21.5 PPABOVE 73%
FORKS798116+682ABOVE 88%
SURPRISE0.020.01+0.00ABOVE 54%