FINDING #915 · UNIT ID 1216559990
chaohong-ai/ai-auto-work
Automatically completes the full workflow from requirement research → research review → planning → plan review → development → development review using → test AI large language models. Capable of autonomously handling medium to large-scale engineering projects.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
26% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
4.86
ACCEL
-1.36
RETENTION
26.9%
PEAK 2026-07-08 · FORK-RETENTION 0.0% · 34 STARS / WINDOW
Author Audience
AUDIENCE
17
FOLLOWERS
4
OWNER ★
134
Engagement Signals
FORKS
17
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 34 / 34 (DIVERSITY 1.00)
Why This Is A Finding
chaohong-ai/ai-auto-work собрал 34 звёзд за окно, тогда как у автора всего 4 подписчиков — эффективная аудитория ≈ 17. Это даёт surprise-индекс 0.0846 (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 18% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.01ABOVE 18%
VELOCITY4.8613.86-9.00ABOVE 19%
RETENTION26.9%36.8%-9.9 PPABOVE 35%
FORKS1750-33ABOVE 30%
SURPRISE0.080.04+0.04ABOVE 64%