diff --git a/custom-skills/31-notion-organizer/code/scripts/_search_llm.py b/custom-skills/31-notion-organizer/code/scripts/_search_llm.py
index 166aee2..84a3baa 100644
--- a/custom-skills/31-notion-organizer/code/scripts/_search_llm.py
+++ b/custom-skills/31-notion-organizer/code/scripts/_search_llm.py
@@ -5,9 +5,10 @@ from __future__ import annotations
 import os
 import shutil
 import subprocess
-from typing import Callable
 
-LLMCaller = Callable[..., str]  # (prompt, *, model, max_tokens) -> response text
+# Anthropic SDK requires fully-qualified dated model IDs (the bare alias
+# `claude-haiku-4-5` works in Claude Code CLI but may not resolve via SDK).
+DEFAULT_MODEL = "claude-haiku-4-5-20251001"
 
 
 def _have_anthropic_sdk() -> bool:
@@ -48,13 +49,16 @@ def _call_via_cli(prompt: str, model: str, max_tokens: int) -> str:
 def call_claude(
     prompt: str,
     *,
-    model: str = "claude-haiku-4-5",
+    model: str = DEFAULT_MODEL,
     max_tokens: int = 1000,
 ) -> str:
     """Send a prompt to Claude.
 
     Tries the anthropic SDK first (requires ANTHROPIC_API_KEY), falls back to
     the `claude -p` CLI if available. Raises RuntimeError if neither works.
+
+    Note: ``max_tokens`` is honored by the SDK path but ignored by the CLI
+    path (the CLI sets its own defaults).
     """
     if _have_anthropic_sdk() and os.getenv("ANTHROPIC_API_KEY"):
         return _call_via_sdk(prompt, model, max_tokens)