103 tagged vector database, measured the same way as everything else here.
Browse within: RAG 35deployment 26python 26qdrant 26scaling 26claude-code-skill 21plugin 21rag-pipeline 21skill 21zilliz 21semantic-search 15ai-memory 10cognitive-architecture 10graph-database 10
Skill Claude CodeCodex
Use when the user wants to drive cognee from the terminal with cognee-cli — remember/recall/forget/improve memory commands, managing datasets and config, or database migrations.
Skill Claude CodeCodex
Use when the user needs something that ships outside cognee core — community database adapters (Qdrant, Milvus, Weaviate, Redis, Pinecone, FalkorDB, Memgraph, DuckDB, NetworkX, …), data-source connectors (Slack, Gmail, Notion, Confluence, Google Drive), custom tasks/pipelines/retrievers (Exa, ScrapeGraph, codify)…
Skill Claude CodeCodex
Use when working with cognee's permission system — understanding or changing how users, roles, and tenants get access to datasets, how ACL grants work, where permissions are enforced in add/cognify/search/delete, and how the grant records surface in the memory-provenance view.
Skill Claude CodeCodex
Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts. Use when exploring code, understanding architecture, finding functions/types, analysing dependencies, searching database schemas or API specs, or when socraticode/codebasesearch tools are available. Activates…
Skill Claude CodeCodex
Set up, index, and manage SocratiCode codebase indexing. Use when the user wants to index a project, check infrastructure health, start/stop file watching, configure context artifacts, troubleshoot indexing issues, manage the code graph, or any SocratiCode administrative task. Activates when the user mentions…
Skill Claude CodeCodex
Trace bugs through call chains using knowledge graph.
Skill Claude CodeCodex
Navigate unfamiliar code using GitNexus knowledge graph.
Skill Claude CodeCodex
Analyze blast radius before making code changes.
Skill Claude CodeCodex
Sweep this conversation and save everything potentially worth knowing again into Compartment, the encrypted memory vault. Run it before compacting or summarizing so nothing is lost to the summary, or on its own at any point to bank the session.
Skill Claude CodeCodex
Sweep this conversation and save everything potentially worth knowing again into Compartment, the encrypted memory vault. Run it before compacting or summarizing so nothing is lost to the summary, or on its own at any point to bank the session.
Skill Claude CodeCodex
Operate Milvus vector database with pymilvus Python SDK. Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid search, full-text search, manage indexes, partitions, databases, or RBAC via Python code.
Skill Claude CodeCodex
PRP (Product Requirement Prompt) methodology for writing PRDs. Reference for best practices in structuring requirements documents for coding agents.
Skill Claude CodeCodex
Guides embedding model migration in user without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching…
Skill Claude CodeCodex
Guides user search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback'…
Skill Claude CodeCodex
Use when someone asks 'how to combine lexical and semantic retrieval', 'dense and sparse in one search?', 'how to combine multiple fields for retrieval?', 'payloads or sparse vectors for lexical?', 'which sparse embedding model to use?', 'BM25 vs SPLADE?'.
Skill Claude CodeCodex
Zilliz Cloud onboarding and usage assistant. Helps users understand Zilliz Cloud, choose the right plan, estimate costs, write code, debug issues, and adopt new features like Functions, Volumes, and Global Clusters. Use this skill whenever the user asks about Zilliz Cloud — including plan selection, pricing, cost…
Skill Claude CodeCodex
Use when the user wants to create, list, describe, drop, rename, load, release, or manage collections and collection aliases in Milvus.
Skill Claude CodeCodex
Use when the user reports that a Zilliz Cloud cluster or Milvus collection is unhealthy, slow, stuck, returning errors, hitting quotas, or otherwise misbehaving — or when they ask "what's wrong with...", "why is ... slow", "diagnose ...", "troubleshoot ...".
Skill Claude CodeCodex
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source…
Skill Claude CodeCodex
When a commit changes a component's public API, the same commit must update every test asserting the removed surface — split commits leave CI broken even when each commit is internally consistent.
Skill Claude CodeCodex
When a class of bug keeps slipping through tests, run a coverage-matrix audit first, then fan out fix agents per gap — don't whack-a-mole individual failures.
Skill Claude CodeCodex
Tests that mock the layer where the bug lives cannot catch bugs at that layer. Write tests that drive the same code path the user drives, ending at something the user can see.
Skill Claude CodeCodex
Use when adding or changing an audit event, the audit log schema, SIEM export, or anything writing to auditevents. Also use when adding a code path that grants or denies access, since denials are events. Triggers on "audit", "audit log", "auditevents", "SIEM", "journal", "access log", "who read what".
Skill Claude CodeCodex
Use when changing the PostgreSQL schema, adding a migration under packages/core/migrations, or touching row-level security, the grants table, tombstones, or the audit table. Triggers on "migration", "schema", "DDL", "RLS", "row level security", "ALTER TABLE", "new column", "index" in a database context.