FINDING #3667 · UNIT ID 1175588150
RyanAlberts/best-of-Agent-Harnesses
🏆 Curated, ranked list of AI agent harnesses (100+) — plus an MCP server, llms.txt & JSON so agents can recommend them too. Rescored weekly.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
97% 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
3.40
ACCEL
+0.10
RETENTION
23.8%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 306 STARS / WINDOW
Author Audience
AUDIENCE
39
FOLLOWERS
7
OWNER ★
323
Engagement Signals
FORKS
24
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 306 / 306 (DIVERSITY 1.00)
Why This Is A Finding
RyanAlberts/best-of-Agent-Harnesses собрал 306 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 39. Это даёт surprise-индекс 0.0433 (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 43% 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 43%
VELOCITY3.403.99-0.59ABOVE 44%
RETENTION23.8%17.1%+6.7 PPABOVE 65%
FORKS2490-65ABOVE 15%
SURPRISE0.040.01+0.03ABOVE 90%