FINDING #5723 · UNIT ID 979115477
bytedance/deer-flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
53.00
ACCEL
+17.00
RETENTION
69.1%
PEAK 2026-10-11 · FORK-RETENTION 15.8% · 159 STARS / WINDOW
Author Audience
AUDIENCE
100,846
FOLLOWERS
19,116
OWNER ★
313,071
Engagement Signals
FORKS
11,664
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 159 / 159 (DIVERSITY 1.00)
Why This Is A Finding
bytedance/deer-flow собрал 159 звёзд за окно, тогда как у автора всего 19,116 подписчиков — эффективная аудитория ≈ 100,846. Это даёт surprise-индекс 0.000525 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 15.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 29% OF 8038 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8038 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY53.005.67+47.33ABOVE 94%
RETENTION69.1%14.3%+54.9 PPABOVE 81%
FORKS11,664333+11,332ABOVE 97%
SURPRISE0.000.01-0.00ABOVE 16%