Retrieves codebase chunks via semantic search and symbol indexing.
npx skills add https://github.com/oimiragieo/LLM-RULES --skill repo-rag
Please help me install this Agent Skill. Skill: repo-rag Source: https://github.com/oimiragieo/LLM-RULES/tree/main/.claude/skills/repo-rag Command: npx skills add https://github.com/oimiragieo/LLM-RULES --skill repo-rag
Traditional keyword searches often fall short when trying to understand complex codebases, locate specific logic, or verify architectural patterns. This leads to wasted time, incomplete understanding, and potential errors during development or refactoring. This Skill provides advanced, context-aware codebase retrieval.
Search the codebase for "how user roles are managed".
High-intent search queries and answers about installing and using this skill.
Semantic code search finds code based on meaning and intent rather than exact text matching. This Skill uses semantic search to locate relevant code chunks across your repository even when keywords aren't present, helping you understand logic and dependencies faster than traditional keyword searches.
Symbol indexing locates and tracks classes, functions, types, and variables throughout your entire codebase. This Skill indexes symbols to give you a complete view of where each component is defined and used, essential for safe refactoring and impact analysis.
Before refactoring, retrieve all touchpoints and usages of a module using semantic and symbol search. This Skill identifies related files, code snippets, and their contexts to ensure you understand the full scope and dependencies before making changes.
Keyword search matches exact terms; semantic search understands conceptual meaning. Semantic search finds code expressing similar logic or intent even with different vocabulary, reducing missed results and improving code discovery in complex projects.
This Skill retrieves relevant codebase chunks and symbol relationships to surface how components interact. Symbol indexing and semantic search together reveal project structure and dependency patterns without manual exploration.
tianzecnSearch codebases semantically using AST navigation and PageRank ranking.
MadAppGangAnalyze codebases with tree-sitter AST parsing and PageRank symbol ranking.
AradotsoIndex GitHub repositories with tree-sitter AST parsing and retrieve exact code symbol implementations.
wade56754Search multiple code sources for relevant snippets with relevance scoring.
