searching-code
Installation
SKILL.md
Intelligent Code Search with WarpGrep
WarpGrep is an RL-trained search agent that reasons about code, not just pattern matches.
How It Works
- 8 parallel searches per turn (explores multiple hypotheses)
- 4 reasoning turns (follows causal chains across files)
- F1=0.73 in ~3.8 steps (vs 12.4 for standard search)
When to Use WarpGrep
| Use WarpGrep | Use Built-in Grep |
|---|---|
| "How does auth flow work?" | "Find class UserService" |
| "Trace data from API to DB" | Simple regex patterns |
| "Find all error handling" | "Where is X defined?" |
| Large repos (1000+ files) | Known file patterns |
| Before major refactoring | Quick needle lookups |