FINDING #6769 · 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)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
131.71
ACCEL
-23.54
RETENTION
17.1%
PEAK 2026-09-08 · FORK-RETENTION 36.1% · 922 STARS / WINDOW
Author Audience
AUDIENCE
100,095
FOLLOWERS
18,988
OWNER ★
310,595
Engagement Signals
FORKS
11,348
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 922 / 922 (DIVERSITY 1.00)
Why This Is A Finding
bytedance/deer-flow собрал 922 звёзд за окно, тогда как у автора всего 18,988 подписчиков — эффективная аудитория ≈ 100,095. Это даёт surprise-индекс 0.00132 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 36.1% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 31% OF 9789 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 31%
VELOCITY131.713.43+128.29ABOVE 98%
RETENTION17.1%37.5%-20.4 PPABOVE 22%
FORKS11,348119+11,229ABOVE 99%
SURPRISE0.000.01-0.01ABOVE 18%