Add integration test endpoints for n8n and Ollama

app/agents/base_agent.py

@@ -0,0 +1,38 @@
+"""Base LLM agent scaffolding for GooseStrike."""
+from __future__ import annotations
+
+from dataclasses import dataclass
+from typing import Any, Dict
+
+from .llm_router import LLMProviderError, call_llm_with_fallback
+
+
+def llm_call(prompt: str) -> str:
+    """Call the configured LLM providers with fallback behavior."""
+
+    try:
+        return call_llm_with_fallback(prompt)
+    except LLMProviderError as exc:
+        return f"LLM providers unavailable: {exc}"
+
+
+@dataclass
+class AgentResult:
+    prompt: str
+    raw_response: str
+    recommendations: Dict[str, Any]
+
+
+class BaseAgent:
+    name = "base"
+
+    def run(self, context: Dict[str, Any]) -> AgentResult:
+        prompt = self.build_prompt(context)
+        raw = llm_call(prompt)
+        return AgentResult(prompt=prompt, raw_response=raw, recommendations=self.parse(raw))
+
+    def build_prompt(self, context: Dict[str, Any]) -> str:
+        raise NotImplementedError
+
+    def parse(self, raw: str) -> Dict[str, Any]:
+        return {"notes": raw.strip()}