FINDING #697 · 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)
9% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
42.10
ACCEL
-0.95
RETENTION
5.3%
PEAK 2026-03-22 · FORK-RETENTION 69.8% · 7,578 STARS / WINDOW
Author Audience
AUDIENCE
99,519
FOLLOWERS
18,875
OWNER ★
308,847
Engagement Signals
FORKS
11,170
ISSUE AUTH
207
PR AUTH
338
UNIQUE STARGAZERS 7,569 / 7,578 (DIVERSITY 1.00)
Why This Is A Finding
bytedance/deer-flow собрал 7,578 звёзд за окно, тогда как у автора всего 18,875 подписчиков — эффективная аудитория ≈ 99,519. Это даёт surprise-индекс 0.000423 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 69.8% и 545 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 59% OF 1696 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1696 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 59%
VELOCITY42.102.82+39.28ABOVE 98%
RETENTION5.3%4.8%+0.4 PPABOVE 54%
FORKS11,1701,584+9,587ABOVE 91%
SURPRISE0.000.00-0.00ABOVE 43%