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Implement phrase-tagging semantic search in Apache Solr 9.x using concept tagging, taxonomies, and graph-based path resolution.
This skill transforms a standard Apache Solr instance into a sophisticated semantic search engine using lexical phrase-tagging. It allows agents to decompose natural-language queries into structured concepts via dictionary lookups, resolve ambiguity using a tag graph, and assemble precise multi-field queries.
Use this skill when implementing taxonomy-driven search, structured Brand/Line/Model recognition, or when vector/embedding search produces too many false positives for the required precision.
Designed for high-reasoning coding agents (e.g., Claude Code, Cursor, Codex) capable of following complex multi-step architectural patterns and reading reference files.
This skill has not been reviewed by our automated audit pipeline yet.
Load Context
Ensure an agent loads the most current execution context and prep steps (bootstrap, docs, tools) before planning or acting.
Reasoning
Structured 7-step meta-cognitive reasoning skill that guides analysis, decomposition, and confident decision-making with explicit caveats.
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Neta Suggest
Content exploration and recommendation skill for Neta: suggests keywords, tags, hierarchical categories, validates taxonomy paths, and returns multi-mode conten
SlipBox
Integrate with SlipBox semantic knowledge engine and PrivateBox to capture ideas, search notes, and run semantic analysis passes (link, cluster, tension).
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Automates creating and adapting Claude-style skills by finding similar skills, cloning them, applying requested features with an LLM, and fixing runtime incompa
RAG Implementation Patterns
Practical guide to building production Retrieval-Augmented Generation (RAG) systems: vector DB selection, chunking strategies, embedding model choices, retrieva
HappyCapy Skill Creator
Automates adapting existing agent skills for HappyCapy: semantic search, clone, LLM-assisted feature addition, compatibility fixes (no Docker), and packaging as
Context Restoration — Code Refactoring
Workflow and best practices for restoring and preserving project context during code refactoring, with provenance and selective file restoration.
Personal Knowledge Base (PKB)
Semantic personal knowledge base: search indexed markdown notes and docs with natural-language queries to surface relevant context.
Exa — Semantic Search
Perform semantic (meaning-based) search over documents or collections to find similar content and neural search results.