1 files changed, 68 insertions, 0 deletions
diff --git a/agent/orchestrator/models/claude_code.py b/agent/orchestrator/models/claude_code.py
new file mode 100644
index 0000000..c73df98
--- /dev/null
+++ b/agent/orchestrator/models/claude_code.py
@@ -0,0 +1,68 @@
+"""Claude Code backend.
+
+Shells out to `claude -p` for non-interactive turns. Claude Code handles its
+own persona discovery (CLAUDE.md / SOUL.md from the workspace) and its own MCP
+tool dispatch internally; this backend just formats the prompt and parses
+the response.
+"""
+
+import os
+import subprocess
+from pathlib import Path
+
+from .base import ModelBackend, ModelRequest, ModelResponse
+
+
+_ROLE_LABELS = {
+    "user": "User",
+    "assistant": "Assistant",
+    "tool": "Tool",
+    "system": "System",
+}
+
+
+class ClaudeCodeBackend(ModelBackend):
+    def __init__(
+        self,
+        workspace: Path = Path(os.environ.get("SENIA_WORKSPACE", "/workspace")),
+        timeout: int = 300,
+        allowed_tools: str = "mcp__senia__*",
+    ):
+        self.workspace = workspace
+        self.timeout = timeout
+        self.allowed_tools = allowed_tools
+
+    def call(self, request: ModelRequest) -> ModelResponse:
+        prompt = self._format_prompt(request)
+        result = subprocess.run(
+            [
+                "claude", "-p", prompt,
+                "--output-format", "text",
+                "--allowedTools", self.allowed_tools,
+            ],
+            cwd=self.workspace,
+            capture_output=True,
+            text=True,
+            timeout=self.timeout,
+        )
+        if result.returncode != 0:
+            raise RuntimeError(
+                f"claude exited {result.returncode}: {result.stderr.strip()}"
+            )
+        return ModelResponse(content=result.stdout.strip())
+
+    def _format_prompt(self, request: ModelRequest) -> str:
+        """Flatten messages + dynamic context into a single prompt string.
+
+        Claude Code's -p mode takes one big prompt, not a structured
+        conversation. We render the conversation as a readable transcript with
+        the per-turn context prepended. Persona is NOT here; Claude Code
+        finds it in the workspace itself.
+        """
+        parts = []
+        if request.turn_context:
+            parts.append(f"## Context for this turn\n\n{request.turn_context}\n")
+        for msg in request.messages:
+            parts.append(f"## {_ROLE_LABELS[msg.role]}\n\n{msg.content}\n")
+        parts.append("## Assistant\n\n")
+        return "\n".join(parts)