feat: add prompt for bug report augmentation

main.py

@@ -1,4 +1,4 @@
-from typing import AsyncIterator, List
+from typing import AsyncIterator
 from contextlib import asynccontextmanager
 import httpx
 from fastmcp import FastMCP, Context
@@ -27,7 +27,6 @@ async def ds_lifespan(server: FastMCP) -> AsyncIterator[DSContext]:
 mcp = FastMCP(name="defect-solver-server", lifespan=ds_lifespan)
 
 
-
 @mcp.tool(
     name="multi_module_bug_localization",
     description=(
@@ -200,6 +199,34 @@ async def search_space_routing(request: SearchSpaceRoutingRequest, ctx: Context)
         return {"error": "Unexpected error", "details": str(e)}
 
 
+@mcp.prompt(
+    title="Augment Bug Report"
+)
+async def augment_bug_report(raw_bug_description: str) -> str:
+    return f"""
+You are a bug localization expert with access to this codebase. Your task is to augment the bug description with technical details that help pinpoint the bug location.
+
+Original bug description:
+\"\"\"
+{raw_bug_description}
+\"\"\"
+
+Steps:
+1. **Analyze the codebase** - Examine project structure, modules, and architectural patterns
+2. **Map bug to code** - Identify likely affected areas based on the bug symptoms
+3. **Augment the description** - Add:
+   - Specific module/package/class names that might be involved
+   - File types, naming patterns, and directory paths
+   - Technical keywords, error types, and exception names
+   - Affected architectural layers and components
+   - Cross-cutting concerns and dependencies
+   - External system interactions or API calls
+   - Component relationships that could cause the bug
+
+Return a 2-3x more detailed bug report with precise technical terms for effective bug localization.
+"""
+
+
 
 if __name__ == "__main__":
     mcp.run(transport="streamable-http")