@qomob/dsh-madrank
MADRank Usage — track your AI usage in DeepSeek Harness, see how you rank.
AI Analysis
核心用途是追踪、统计并展示用户在DSH中的实际AI Token使用量、趋势及模型分布，并提供使用量排名。适合想要量化和分析自身AI使用习惯的用户。
Install
This plugin has no verified bundle, or compatibility checks failed. Read the repository notes first. Read the full README ↗
README
Read the full README ↗使用方式
Sidebar → Quick View = VIEW（看数据）
Settings → MADRank = CONFIGURE（改配置）
Quick View 查看使用情况、7 日趋势、模型分布与 Rank；Settings 负责参与排名开关、自动同步、隐私、本地/远端数据删除与插件状态。
Why Usage Ranking?
Most AI rankings measure model capability or preference. MADRank measures actual AI usage: who is using AI, how much, and who accumulated the most meaningful token usage over the last 7 UTC days. It is designed as an AI Usage Layer, not a model benchmark.
Usage Accuracy
MADRank uses DSH session projections and validates aggregation against an independent reference token-meter. A real-session reconciliation run:
input 745,120 = 745,120
output 186,324 = 186,324
cache read 26,352,384 = 26,352,384
MATCH ✓
The suite covers streaming replacement, waterfall tool traffic, cross-midnight bucketing, and replacement semantics.