shine-vector-search
CommunityStore and recall semantic memories with vectors
AuthordiShine-digital-agency
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Storing and recalling semantic memories across sessions can be challenging; this skill provides a vector-based memory store that preserves context for cross-session knowledge continuity.
Core Features & Use Cases
- Store mode: collect session findings and metadata, generate embeddings, and persist them in Qdrant MCP.
- Recall mode: search embeddings to retrieve top matches with relevance scores, timestamps, and sources.
- Use Case: maintain institutional memory across projects to inform proposals, onboarding, and knowledge transfer.
Quick Start
Store a topic from your current session to begin building cross-session semantic memory with Qdrant MCP.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: shine-vector-search Download link: https://github.com/diShine-digital-agency/SHINE-Code-System/archive/main.zip#shine-vector-search Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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