Ryandonofrio3Ryandonofrio3Community·1 Agent Skills Included

osgrep

Semantic code search that finds code by meaning, not strings

Finds code by natural-language concepts instead of exact string matches, working like a smarter grep for coding agents. Traces call graphs, compresses large files into readable skeletons, and labels code by role to cut token usage. Runs fully local with private embeddings and auto-isolated indexes per repository, saving about 20% of LLM tokens.
npx skills add Ryandonofrio3/osgrep --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install osgrep?

Run `npx skills add Ryandonofrio3/osgrep --all -g -y` in your terminal to install all tools in this suite globally.

What is semantic code search?

It finds code by meaning rather than exact text, so a query like 'where do we handle authentication' returns the right functions even if those words never appear in the code.

Does osgrep work with Claude Code?

Yes. It ships a Claude Code plugin whose hooks auto-start the search server, so your agent uses semantic search automatically during sessions.

Is my code sent to the cloud?

No. All embeddings run locally on your machine via onnxruntime, and each repository gets its own private local index.

How does osgrep save LLM tokens?

It returns only relevant code snippets with line ranges and call graphs, so your agent reads targeted sections instead of entire files, cutting token use by about 20%.

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