This skill guides you through building Retrieval-Augmented Generation pipelines with LangChain, enabling efficient document processing, embedding, and semantic
Find, trial, compare, and govern AI agents before hiring
Design
Prototype, inspect, and improve product UI, UX, and design implementation flows.
What team job or business role does the user need filled?
Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.
- department or team-role discovery
- plain-language job briefs
- business outcome shortlists
- non-technical browsing
Start from user language
- Audit a product screen for UI, accessibility, and implementation drift.
- Turn a design brief into build-ready frontend tasks.
Sandbox-first next steps
Design candidates
Showing 12 of 4988. Adjust filters to narrow the review list without losing job context.
Designs retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategies, metadata schemas, retrieval algorithms, reranking, and evaluation plans. Use when building "RAG systems", "document search", "semantic search", or "knowledge bases".
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Enterprise AI agents and assistants with complete data sovereignty.
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This skill helps you search Israel Rail schedules with fuzzy station matching, date/time filters, and multiple output formats for agents.
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Browse curated Ruby on Rails skills for AI coding agents. ActiveRecord, controllers, testing, and deployment.
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This skill helps you deploy and manage applications on Railway, including databases, private networking, and multi-service setups.
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This skill applies RALSTP methodology to analyze problems conceptually, identifying agents, landmarks, dependencies, and decomposition to guide planning.
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This skill helps you run and manage AI agents with flexible model sourcing and local execution for safe, cost-effective tasks.
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This skill provides AI agents with identity management through Ravi, delivering email, phone, and encrypted vault access via a CLI.
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Your agent writes bad React, this catches it.
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React v19 best practices for Vite SPA. Triggers on component design, re-renders, performance, memoization, state management, bundle optimization. Use for client-side React patterns.
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This skill guides implementing React 19.2 patterns using use(), useOptimistic, useActionState, and Activity to preserve state and improve UI.
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Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4988 candidates for Design. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role familyOpen the focused review record
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-family candidates, job brief context, and finalist profile resources before action.