FINDING #592 · 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
8.32
ACCEL
-0.25
RETENTION
9.9%
PEAK 2026-05-10 · FORK-RETENTION 62.7% · 749 STARS / WINDOW
Author Audience
AUDIENCE
98,016
FOLLOWERS
18,594
OWNER ★
304,140
Engagement Signals
FORKS
10,631
ISSUE AUTH
71
PR AUTH
107
UNIQUE STARGAZERS 749 / 749 (DIVERSITY 1.00)
Why This Is A Finding
bytedance/deer-flow собрал 749 звёзд за окно, тогда как у автора всего 18,594 подписчиков — эффективная аудитория ≈ 98,016. Это даёт surprise-индекс 0.0000849 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 62.7% и 178 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 35% OF 905 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 905 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 35%
VELOCITY8.322.86+5.47ABOVE 87%
RETENTION9.9%7.7%+2.2 PPABOVE 62%
FORKS10,6312,032+8,599ABOVE 88%
SURPRISE0.000.00-0.00ABOVE 20%