FINDING #4166 · UNIT ID 1200398425
Gloriaameng/Awesome-Agent-Harness
Agent Harness for Large Language Model Agents: A Survey. Survey on LLM agentharnessengineering with a taxonomy. 110+papers, 23 systems analyzed.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
74% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
2.47
ACCEL
-0.05
RETENTION
8.7%
PEAK 2026-05-02 · FORK-RETENTION 0.0% · 222 STARS / WINDOW
Author Audience
AUDIENCE
41
FOLLOWERS
11
OWNER ★
302
Engagement Signals
FORKS
16
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 222 / 222 (DIVERSITY 1.00)
Why This Is A Finding
Gloriaameng/Awesome-Agent-Harness собрал 222 звёзд за окно, тогда как у автора всего 11 подписчиков — эффективная аудитория ≈ 41. Это даёт surprise-индекс 0.0304 (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 35% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 35%
VELOCITY2.473.99-1.53ABOVE 29%
RETENTION8.7%17.1%-8.4 PPABOVE 26%
FORKS1690-73ABOVE 9%
SURPRISE0.030.01+0.02ABOVE 79%