FINDING #793 · 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)
77% 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
S10 · S10
Growth Telemetry
VELOCITY /D
3.30
ACCEL
+0.28
RETENTION
17.3%
PEAK 2026-07-02 · FORK-RETENTION 0.0% · 99 STARS / WINDOW
Author Audience
AUDIENCE
17
FOLLOWERS
4
OWNER ★
134
Engagement Signals
FORKS
17
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 99 / 99 (DIVERSITY 1.00)
Why This Is A Finding
chaohong-ai/ai-auto-work собрал 99 звёзд за окно, тогда как у автора всего 4 подписчиков — эффективная аудитория ≈ 17. Это даёт surprise-индекс 0.0575 (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 22% OF 1013 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1013 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 22%
VELOCITY3.307.20-3.90ABOVE 24%
RETENTION17.3%30.8%-13.5 PPABOVE 23%
FORKS1756-39ABOVE 28%
SURPRISE0.060.03+0.02ABOVE 68%