FINDING #3694 · UNIT ID 1323130935
Utopia-V/codex-deepseek-subagent
Run DeepSeek V4 Flash as a native Codex subagent without replacing the OpenAI main agent.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
9% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
13.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-10 · FORK-RETENTION 0.0% · 13 STARS / WINDOW
Author Audience
AUDIENCE
14
FOLLOWERS
0
OWNER ★
139
Engagement Signals
FORKS
7
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 13 / 13 (DIVERSITY 1.00)
Why This Is A Finding
Utopia-V/codex-deepseek-subagent собрал 13 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 14. Это даёт surprise-индекс 0.24 (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 36% OF 5782 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5782 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 36%
VELOCITY13.0010.00+3.00ABOVE 61%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS7427-420ABOVE 4%
SURPRISE0.240.01+0.23ABOVE 97%