10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 666 ms

1. 1recsys-pipeline-architectverified and signedpassport

   skillwshobson/agentsrecord

   • recsys-pipeline-architect

     Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI's open-sourced X For You algorithm. Use when building any system that picks "the top K items for a (user, context)" — content feeds, search

2. 2rag-architectverified and signedpassport

   skillalirezarezvani/claude-skillsrecord

   • rag-architect

     Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, NDCG). Examples: 'design a RAG system for our docs', 'what chunk size should I use for this corpus', 'evaluate my retriever ag

3. 3rag-architectverified and signedpassport

   skilljeffallan/claude-skillsrecord

   • rag-architect

     Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying reranking, and evaluating retrieval quality. Use when building RAG systems, vector databases, or knowledge-grounded AI applications

4. 4agent-v3-integration-architectverified and signedpassport

   skillruvnet/ruflorecord

   • agent-v3-integration-architect

     Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect

5. 5recruiting-pipelineverified and signedpassport

   skillanthropics/knowledge-work-pluginsrecord

   • recruiting-pipeline

     Track and manage recruiting pipeline stages. Trigger with "recruiting update", "candidate pipeline", "how many candidates", "hiring status", or when the user discusses sourcing, screening, interviewing, or extending offers.

6. 6architectverified and signedpassport

   skilljsmastery-pro/skillsrecord

   • architect

     Run /architect when choosing between approaches, designing a feature or page, picking a tech stack, or when /develop says a decision is owed, anytime a load bearing technical decision is unmade. Asks deep questions, recommends an answer, and writes a build spec to docs/specs/. Owns all spec files.

7. 7agent-v3-security-architectverified and signedpassport

   skillruvnet/ruflorecord

   • agent-v3-security-architect

     Agent skill for v3-security-architect - invoke with $agent-v3-security-architect

8. 8architectverified and signedpassport

   skillcursor/pluginsrecord

   • architect

     Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.

9. 9architect-reviewverified and signedpassport

   skillsickn33/agentic-awesome-skillsrecord

   • architect-review

     Master software architect specializing in modern architecture

10. 10backend-architectverified and signedpassport

    skillsickn33/agentic-awesome-skillsrecord

    • backend-architect

      Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.