Agent-Skills.md

Agent Skills: Memory Management Skill

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UncategorizedID: ruvnet/claude-flow/memory-management

Repository

ruvnet/claude-flow
ruvnetLicense: MIT
28,0463,058

Install this agent skill to your local

pnpm dlx add-skill https://github.com/ruvnet/ruflo/tree/HEAD/.agents/skills/memory-management

Skill Files

Browse the full folder contents for memory-management.

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.agents/skills/memory-management/SKILL.md

Skill Metadata

Name
memory-management
Description
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Memory Management Skill

Purpose

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.

When to Trigger

  • 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

When to Skip

  • no learning needed
  • ephemeral one-off tasks
  • external data sources available
  • read-only exploration

Commands

Store Pattern

Store a pattern or knowledge item in memory

npx @claude-flow/cli memory store --key "[key]" --value "[value]" --namespace patterns

Example:

npx @claude-flow/cli memory store --key "auth-jwt-pattern" --value "JWT validation with refresh tokens" --namespace patterns

Semantic Search

Search memory using semantic similarity

npx @claude-flow/cli memory search --query "[search terms]" --limit 10

Example:

npx @claude-flow/cli memory search --query "authentication best practices" --limit 5

Retrieve Entry

Retrieve a specific memory entry by key

npx @claude-flow/cli memory get --key "[key]" --namespace [namespace]

Example:

npx @claude-flow/cli memory get --key "auth-jwt-pattern" --namespace patterns

List Entries

List all entries in a namespace

npx @claude-flow/cli memory list --namespace [namespace]

Example:

npx @claude-flow/cli memory list --namespace patterns --limit 20

Delete Entry

Delete a memory entry

npx @claude-flow/cli memory delete --key "[key]" --namespace [namespace]

Initialize HNSW Index

Initialize HNSW vector search index

npx @claude-flow/cli memory init --enable-hnsw

Memory Stats

Show memory usage statistics

npx @claude-flow/cli memory stats

Export Memory

Export memory to JSON

npx @claude-flow/cli memory export --output memory-backup.json

Scripts

| Script | Path | Description | |--------|------|-------------| | memory-backup | .agents/scripts/memory-backup.sh | Backup memory to external storage | | memory-consolidate | .agents/scripts/memory-consolidate.sh | Consolidate and optimize memory |

References

| Document | Path | Description | |----------|------|-------------| | HNSW Guide | docs/hnsw.md | HNSW vector search configuration | | Memory Schema | docs/memory-schema.md | Memory namespace and schema reference |

Best Practices

  1. Check memory for existing patterns before starting
  2. Use hierarchical topology for coordination
  3. Store successful patterns after completion
  4. Document any new learnings