vector-store-skill
PROTECTED: Vector store schema management. Changes require pre-modification checklist validation.'
npx skills add majiayu000/claude-skill-registry --skill vector-store-skill --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
--- name: vector-store version: 1.0 last_updated: 2025-12-04 description: Vector store schema protection and migration management license: MIT priority: critical triggers: - "vector store", "Pinecone", "Milvus", "Chroma", "FAISS", "schema" dependencies: - docs/protected-schemas.md - templates/rag-checklist.md --- # 🗄️ Vector Store SKILL ## Purpose **PROTECTED:** Vector store schema management. Changes require pre-modification checklist validation. --- ## Supported Vector Stores ### 1. Pinecone (Cloud) ```python import pinecone from langchain_pinecone import PineconeVectorStore pinecone.init(api_key="your-key") index = pinecone.Index("rag-demo") vector_store = PineconeVectorStore(index, embeddings) ``` **Schema:** `{dimension: 1536, metric: "cosine"}` --- ### 2. Milvus (Self-hosted/Cloud) ```python from langchain_community.vectorstores import Milvus vector_store = Milvus( embeddings, connection_args={"host": "localhost", "port": "19530"}, collection_name="rag_demo", index_params={"metric_type": "IP", "index_type": "IVF_FLAT"} ) ``` --- ### 3. Chroma (Local) ```python from langchain_community.vectorstores import Chroma vector_store = Chroma( collection_name="rag_demo", embedding_fun
- Purpose
- Supported Vector Stores
- 1. Pinecone (Cloud)
- 2. Milvus (Self-hosted/Cloud)
- 3. Chroma (Local)
- 4. FAISS (Local)
- Schema Protection Rules
- Migration Playbook
- Scenario: Change Embedding Model
python scripts/export_vectors.py --output backup.json python scripts/create_index.py --dimension 3072 python scripts/reindex.py --model text-embedding-3-large export VECTOR_STORE_INDEX="rag-demo-v2" python scripts/monitor_quality.py
What does the vector-store-skill skill do?
PROTECTED: Vector store schema management. Changes require pre-modification checklist validation.'
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill vector-store-skill --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.