FINDING #6979 · UNIT ID 1333720250
Yaxin9Luo/AutoDesign
The open-source design agent and harness, better than Claude Design on academic communication artifacts production. This DesignHarness can also be used with any coding harness you like ( Codex/Claude Code/Kimi Code/Pi/OpenCode etc..) and any agentic model you want.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
63% 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
Growth Telemetry
VELOCITY /D
13.86
ACCEL
+0.54
RETENTION
33.6%
PEAK 2026-08-18 · FORK-RETENTION 0.0% · 97 STARS / WINDOW
Author Audience
AUDIENCE
51
FOLLOWERS
31
OWNER ★
203
Engagement Signals
FORKS
9
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 97 / 97 (DIVERSITY 1.00)
Why This Is A Finding
Yaxin9Luo/AutoDesign собрал 97 звёзд за окно, тогда как у автора всего 31 подписчиков — эффективная аудитория ≈ 51. Это даёт surprise-индекс 0.15 (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 28% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY13.863.57+10.29ABOVE 84%
RETENTION33.6%34.4%-0.8 PPABOVE 50%
FORKS998-89ABOVE 9%
SURPRISE0.150.01+0.14ABOVE 97%