memory-router
Memory Router — Team Unified Knowledge Retrieval Skill
Purpose
All team agents (小a/ops/code/quant/data/finance/research/market/pm/content/law) MUST route knowledge retrieval through this standardized pipeline before answering questions about:
- 系统配置、架构、部署
- 历史决策、TODO、进度
- Skill 用法与触发条件
- 项目状态与交付件
- 人物、日期、数字
QMD Feature Map (all features agents should use)
| Feature | Command | When to Use |
|---|---|---|
| Hybrid search | qmd query "<question>" |
DEFAULT: combines BM25 + vector + rerank. Best for most queries |
| Structured query | qmd query $'lex: keyword\nvec: semantic' |
When you need precise keyword AND semantic results |
| BM25 keyword | qmd search "<exact term>" |
Exact term/filename/config key lookup |
| Vector similarity | qmd vsearch "<concept>" |
Conceptual/fuzzy similarity (e.g., "how to deploy") |
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