osgrep
✓Semantic NLP-based code search using neural embeddings and hybrid ranking
Installation
SKILL.md
osgrep transforms code search from exact string matching to semantic understanding. It uses neural embeddings (Granite + ColBERT) with hybrid ranking (Vector + BM25 + RRF) to find code by meaning, not just tokens.
Best practice: Filter for scores > 0.6 in automated workflows.
Key Principle: Use osgrep for semantic exploration, grep/rg for lexical precision. Combine both for powerful code understanding workflows.
Semantic NLP-based code search using neural embeddings and hybrid ranking Source: zpankz/mcp-skillset.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/zpankz/mcp-skillset --skill osgrep- Source
- zpankz/mcp-skillset
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is osgrep?
Semantic NLP-based code search using neural embeddings and hybrid ranking Source: zpankz/mcp-skillset.
How do I install osgrep?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/zpankz/mcp-skillset --skill osgrep Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/zpankz/mcp-skillset
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01