FINDING #7837 · UNIT ID 1333961389
bowenliang123/dsh-context
The best DeepSeek Harness plugin for context insight and management, with context dashboard / browser and context command, for context statistics, composition, breakdown, evolution details, understanding how the context is made of, and how it evolves. 一站式 DeepSeek Harness 上下文可视化插件，Context 面板及浏览器与 Context 命令，透视上下文组成、演进、压缩、剪枝等事件与动作。
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
57% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
63.43
ACCEL
+19.39
RETENTION
17.5%
PEAK 2026-08-20 · FORK-RETENTION 0.0% · 444 STARS / WINDOW
Author Audience
AUDIENCE
281
FOLLOWERS
169
OWNER ★
1,117
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 444 / 444 (DIVERSITY 1.00)
Why This Is A Finding
bowenliang123/dsh-context собрал 444 звёзд за окно, тогда как у автора всего 169 подписчиков — эффективная аудитория ≈ 281. Это даёт surprise-индекс 0.20 (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 19% OF 9729 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9729 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 19%
VELOCITY63.433.57+59.86ABOVE 97%
RETENTION17.5%38.9%-21.4 PPABOVE 20%
FORKS6110-104ABOVE 5%
SURPRISE0.200.01+0.19ABOVE 98%