osgrep
osgrep - Semantic Code Search Skill
Overview
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.
Core principle: grep finds strings, osgrep finds concepts.
When to Use This Skill
Activate osgrep when:
- User asks to "find" or "search for" concepts (not exact strings)
- Exploring unfamiliar codebases
- Finding similar implementations across files/languages
- Questions like "how does the code handle X?"
- Architectural understanding ("show me all API endpoints")
- Pattern discovery ("find retry logic examples")
DO NOT use osgrep when:
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