FINDING #2931 · 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
56.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-10-12 · FORK-RETENTION 0.0% · 56 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 56 / 56 (DIVERSITY 1.00)
Why This Is A Finding
bytedance/deer-flow собрал 56 звёзд за окно, тогда как у автора всего 19,116 подписчиков — эффективная аудитория ≈ 100,846. Это даёт surprise-индекс 0.000555 (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 23% OF 3829 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 3829 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 23%
VELOCITY56.0010.00+46.00ABOVE 91%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS11,664375+11,289ABOVE 97%
SURPRISE0.000.01-0.01ABOVE 11%