8d1eef2f7f
1. 排除商城直购(source_type=1)：GMV和成本过滤条件从IN(1,2,3,4)改为IN(2,3,4) 2. 排除次卡免费使用订单(actual_amount=0)：避免购买次卡和使用次卡双重计入GMV - source_type=4 一番赏使用次卡：1578单 44032元重复 - source_type=3 对对碰使用次卡：422单 7042元重复 - 合计去除51074元虚增GMV（29.1%） 3. 成本过滤条件同步修正：source_type IN(2,3,4)，total_amount>0 修正后：GMV从175600降至124527元，毛利率从37.4%回到真实的11.8%
127 lines
3.2 KiB
Markdown
127 lines
3.2 KiB
Markdown
---
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name: memory-management
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description: >
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AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management.
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Use when: need to store successful patterns, searching for similar solutions, semantic lookup of past work, learning from previous tasks, sharing knowledge between agents, building knowledge base.
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Skip when: no learning needed, ephemeral one-off tasks, external data sources available, read-only exploration.
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---
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# Memory Management Skill
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## Purpose
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AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management.
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## When to Trigger
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- need to store successful patterns
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- searching for similar solutions
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- semantic lookup of past work
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- learning from previous tasks
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- sharing knowledge between agents
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- building knowledge base
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## When to Skip
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- no learning needed
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- ephemeral one-off tasks
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- external data sources available
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- read-only exploration
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## Commands
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### Store Pattern
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Store a pattern or knowledge item in memory
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```bash
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npx @claude-flow/cli memory store --key "[key]" --value "[value]" --namespace patterns
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```
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**Example:**
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```bash
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npx @claude-flow/cli memory store --key "auth-jwt-pattern" --value "JWT validation with refresh tokens" --namespace patterns
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```
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### Semantic Search
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Search memory using semantic similarity
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```bash
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npx @claude-flow/cli memory search --query "[search terms]" --limit 10
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```
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**Example:**
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```bash
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npx @claude-flow/cli memory search --query "authentication best practices" --limit 5
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```
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### Retrieve Entry
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Retrieve a specific memory entry by key
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```bash
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npx @claude-flow/cli memory get --key "[key]" --namespace [namespace]
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```
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**Example:**
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```bash
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npx @claude-flow/cli memory get --key "auth-jwt-pattern" --namespace patterns
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```
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### List Entries
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List all entries in a namespace
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```bash
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npx @claude-flow/cli memory list --namespace [namespace]
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```
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**Example:**
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```bash
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npx @claude-flow/cli memory list --namespace patterns --limit 20
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```
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### Delete Entry
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Delete a memory entry
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```bash
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npx @claude-flow/cli memory delete --key "[key]" --namespace [namespace]
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```
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### Initialize HNSW Index
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Initialize HNSW vector search index
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```bash
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npx @claude-flow/cli memory init --enable-hnsw
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```
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### Memory Stats
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Show memory usage statistics
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```bash
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npx @claude-flow/cli memory stats
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```
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### Export Memory
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Export memory to JSON
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```bash
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npx @claude-flow/cli memory export --output memory-backup.json
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```
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## Scripts
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| Script | Path | Description |
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|--------|------|-------------|
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| `memory-backup` | `.agents/scripts/memory-backup.sh` | Backup memory to external storage |
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| `memory-consolidate` | `.agents/scripts/memory-consolidate.sh` | Consolidate and optimize memory |
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## References
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| Document | Path | Description |
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|----------|------|-------------|
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| `HNSW Guide` | `docs/hnsw.md` | HNSW vector search configuration |
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| `Memory Schema` | `docs/memory-schema.md` | Memory namespace and schema reference |
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## Best Practices
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1. Check memory for existing patterns before starting
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2. Use hierarchical topology for coordination
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3. Store successful patterns after completion
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4. Document any new learnings
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