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Riffrag

Say goodbye to aimless code searching
Code queries will never be the same
Core Principle:
RiffRag is your personal code navigator, specially designed for WordPress and PHP/JavaScript projects. It breaks down your codebase into searchable knowledge blocks like building blocks, allowing Claude to quickly locate key code snippets without wasting tokens on full-text searches.
KEY FEATURES
01Lightning Index
Build local code knowledge graphs with LanceDB+Ollama
02Smart Chunking
Auto-handles oversized files while preserving context
03Seamless Integration
One-click Claude skill generation
04Zero Config
Works right after brew install, no Python setup
github.com/naxoc/riffrag
databases·naxoc·2025-12-20·3·🔱 1
Curated by agent-skills.cc
Installation
Download
HTTPS
git clone https://github.com/naxoc/riffrag.git
SSH
git clone [email protected]:naxoc/riffrag.git
GitHub CLI
gh repo clone naxoc/riffrag
FAQ
Q: What are the installation steps for Riffrag Agent Skills?
1.One-Click Install: Brew trio installs all dependencies
2.Create Index: Specify code path to start analysis
3.Generate Skill: Auto-create Claude query skill
4.Ask Smart: @skill+question gets direct code answers
Q: What are the highlights of Riffrag Agent Skills?
  • Indexing done before coffee cools
  • Smart .gitignore handling
  • Dev-friendly CLI interface
  • 100% local execution ensures privacy
Q: What are the use cases for Riffrag Agent Skills?
  • WordPress plugin development
  • Laravel project maintenance
  • Node.js code review
  • Legacy system reverse engineering
Q: What are the limitations of Riffrag Agent Skills?
  • Not ideal for huge codebases yet
  • Function-level parsing coming soon