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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills. | yusufkaraaslan/ | 15k | — | ~760 | Automated safety check: Pass | MIT | 9 days ago |
| 2 | Guide to using and contributing cognee community packages: database adapters, data-source connectors, custom tasks and retrievers, and Keywords AI observability. | topoteretes/ | 32k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Search, query, and manage Weaviate vector database collections. | weaviate/ | 104 | — | ~1.8k | Automated safety check: Pass | BSD-3-Clause | 4 days ago |
| 4 | A skill your agent uses when the user wants to build AI applications with Weaviate. | weaviate/ | 104 | — | ~797 | Automated safety check: Pass | BSD-3-Clause | 4 days ago |
| 5 | Build retrieval-augmented generation systems: pick a vector database and embedding model, choose retrieval and reranking strategies, and start from a LangGraph pipeline. | wshobson/ | 40k | 9 repos | ~1.1k | Automated safety check: Pass | MIT | 5 days ago |
| 6 | Designs retrieval-augmented generation systems: document chunking, embeddings, vector store setup, hybrid search, reranking and retrieval evaluation, with checks at each step. | Jeffallan/ | 12k | — | ~2k | Automated safety check: Pass | MIT | 7 days ago |
| 7 | ClickHouse queries, Goose migrations, chdb test schema, or telemetry storage paths. | latitude-dev/ | 4.7k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 8 | 8.Weaviate Search, query, inspect, create, and import data into Weaviate vector database collections using official scripts and references. | sickn33/ | 47k | 1 repo | ~1.7k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 9 | Hunt vector-store / embedding-layer weaknesses in RAG pipelines (OWASP LLM08 Vector and Embedding Weaknesses) — persistent corpus poisoning that survives across sessions and users (distinct from… | elementalsouls/ | 4.8k | — | ~2.6k | Automated safety check: Pass | MIT | today |
| 10 | Deploy, manage, and optimize vector databases for AI applications. | sickn33/ | 47k | 2 repos | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 11 | Build Weaviate AI apps from official cookbook blueprints for RAG, agentic RAG, data exploration, multimodal PDF search, async clients, and frontends. | sickn33/ | 47k | 1 repo | ~1k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 12 | Security-first SOP for multi-tenant RAG systems. An agent skill from agentsope/SkillAlchemy. | agentsope/ | 436 | — | ~9.8k | Automated safety check: Pass | MIT | yesterday |
| 13 | Expert in vector databases, embedding strategies, and semantic search implementation. | aiskillstore/ | 433 | 7 repos | ~563 | Automated safety check: Pass | No licence | today |
| 14 | Guides use of the Qdrant Migration Tool CLI to move vectors, metadata, and sparse embeddings from another vector database into Qdrant. | qdrant/ | 254 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | 15.RAG Patterns RAG: embeddings, chunking, hybrid search (BM25+vector), reranking, CRAG, multi-hop. | softspark/ | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 16 | 16.Vector DB A skill your agent uses when operating a vector store as a data layer — choosing or migrating between Pinecone, Qdrant, Weaviate and pgvector; designing a collection or index (distance metric… | ericrisco/ | 180 | — | ~2.8k | Automated safety check: Pass | MIT | today |
| 17 | Full collection-config control for Weaviate Cloud, plus schema history, drift diffing, and lint that no other Weaviate tool has. | mvanhorn/ | 2.1k | — | ~7.3k | Automated safety check: Notes | Apache-2.0 | today |