diff --git a/scripts/commands/search.py b/scripts/commands/search.py
index a1c52d0..efe53d4 100644
--- a/scripts/commands/search.py
+++ b/scripts/commands/search.py
@@ -25,6 +25,7 @@
 
 import argparse
 import os
+import re
 import sys
 from typing import Any, Dict
 
@@ -171,6 +172,34 @@ def _run_graph(args, workspace) -> Dict[str, Any]:
     return _qg_execute(sub_args, workspace)
 
 
+_CYPHER_START_RE = re.compile(r"^\s*MATCH\s*\(", re.IGNORECASE)
+
+
+def _detect_pattern_workspace_swap(pattern, workspace):
+    """Heuristic for issue #239: `search` is the only umbrella command with
+    pattern before workspace (opposite of every other command) — a very easy
+    mistake, and one that doesn't error, it just silently searches for the
+    real workspace path as the pattern and returns an empty "ok" result.
+
+    Returns a hint string if ``pattern`` looks like it's actually a
+    workspace path (an existing directory) — a strong signal the two
+    arguments were swapped — else None.
+    """
+    if not pattern or not isinstance(pattern, str):
+        return None
+    try:
+        if os.path.isdir(pattern):
+            return (
+                f"pattern {pattern!r} is an existing directory — this looks like "
+                "the pattern/workspace arguments may be swapped. `search` takes "
+                "pattern first, workspace second (opposite of every other "
+                "umbrella command): `search \"query\" <workspace>`."
+            )
+    except (OSError, ValueError):
+        pass
+    return None
+
+
 def execute(args, workspace):
     """Dispatch to the selected search mode and normalize output shape.
 
@@ -179,6 +208,25 @@ def execute(args, workspace):
     @MUTATES: nothing (read-only)
     """
     mode = getattr(args, "mode", "semantic") or "semantic"
+    pattern = getattr(args, "pattern", None)
+    hints = []
+
+    swap_hint = _detect_pattern_workspace_swap(pattern, workspace)
+    if swap_hint:
+        hints.append(swap_hint)
+
+    # Issue #239: auto-route Cypher-shaped patterns to graph mode. Only
+    # fires on high-confidence matches (starts with "MATCH (") to avoid
+    # second-guessing genuine regex/symbol/semantic queries.
+    if mode != "graph" and pattern and _CYPHER_START_RE.match(pattern):
+        hints.append(
+            f"pattern looks like a Cypher query but --mode was '{mode}' — "
+            "auto-routed to --mode graph. Pass --mode graph explicitly to "
+            "silence this hint."
+        )
+        mode = "graph"
+        args.mode = "graph"
+
     try:
         if mode == "semantic":
             result = _run_semantic(args, workspace)
@@ -192,13 +240,19 @@ def execute(args, workspace):
             return {"s": "error", "st": {"mode": mode}, "r": [],
                     "error": f"unknown mode '{mode}'"}
     except Exception as exc:
-        return {"s": "error", "st": {"mode": mode},
-                "r": [], "error": str(exc),
-                "error_type": type(exc).__name__}
+        out = {"s": "error", "st": {"mode": mode},
+               "r": [], "error": str(exc),
+               "error_type": type(exc).__name__}
+        if hints:
+            out["_hints"] = hints
+        return out
 
     # Normalize to {s, st, r} shape while preserving original payload.
     if not isinstance(result, dict):
-        return {"s": "ok", "st": {"mode": mode}, "r": [{"result": result}]}
+        out = {"s": "ok", "st": {"mode": mode}, "r": [{"result": result}]}
+        if hints:
+            out["_hints"] = hints
+        return out
     status = result.pop("status", "ok")
     # Move large payload lists into ``r`` if present, keep stats in ``st``.
     rows = None
@@ -206,11 +260,14 @@ def execute(args, workspace):
         if key in result and isinstance(result[key], list):
             rows = result.pop(key)
             break
-    return {
+    out = {
         "s": status,
         "st": {"mode": mode, **result},
         "r": rows if rows is not None else [],
     }
+    if hints:
+        out["_hints"] = hints
+    return out
 
 
 register_command(
diff --git a/tests/test_search_command.py b/tests/test_search_command.py
new file mode 100644
index 0000000..d8a39d5
--- /dev/null
+++ b/tests/test_search_command.py
@@ -0,0 +1,97 @@
+"""Tests for search command self-correction hints (issue #239).
+
+`search` is the only umbrella command with `pattern` before `workspace`
+(opposite of every other command) — getting it backwards doesn't error,
+it silently searches for the workspace path as the pattern and returns
+an empty "ok" result. Separately, a Cypher-shaped pattern passed without
+`--mode graph` gets misinterpreted by the default semantic mode instead
+of erroring or hinting. Both are runtime self-correction, not just docs.
+"""
+
+import argparse
+import os
+import sys
+import tempfile
+from unittest import mock
+
+import pytest
+
+SCRIPT_DIR = os.path.join(
+    os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "scripts"
+)
+if SCRIPT_DIR not in sys.path:
+    sys.path.insert(0, SCRIPT_DIR)
+
+from commands.search import (  # noqa: E402
+    _detect_pattern_workspace_swap,
+    execute,
+)
+
+
+class TestDetectPatternWorkspaceSwap:
+    def test_pattern_is_existing_directory_flags_swap(self):
+        with tempfile.TemporaryDirectory() as tmpdir:
+            hint = _detect_pattern_workspace_swap(tmpdir, "some pattern")
+        assert hint is not None
+        assert "swapped" in hint
+
+    def test_pattern_is_normal_string_no_hint(self):
+        assert _detect_pattern_workspace_swap("getAccessMode", ".") is None
+
+    def test_none_pattern_no_crash(self):
+        assert _detect_pattern_workspace_swap(None, ".") is None
+
+
+class TestSearchExecuteHints:
+    def _args(self, pattern, mode="semantic"):
+        return argparse.Namespace(
+            pattern=pattern, mode=mode, top=None, db_path=None,
+            file_type=None, file=None, max_results=200, context=0,
+            ignore_case=False, whole_word=False, domain=None, fuzzy=False,
+            validate=False, limit=None, offset=0,
+        )
+
+    def test_argument_swap_produces_hint(self):
+        with tempfile.TemporaryDirectory() as tmpdir, \
+             mock.patch("commands.search._run_semantic", return_value={"status": "ok"}):
+            result = execute(self._args(pattern=tmpdir), tmpdir)
+        assert result.get("_hints")
+        assert any("swapped" in h for h in result["_hints"])
+
+    def test_cypher_pattern_auto_routes_to_graph_mode(self):
+        with mock.patch("commands.search._run_graph", return_value={"status": "ok"}) as mock_graph, \
+             mock.patch("commands.search._run_semantic") as mock_semantic:
+            args = self._args(pattern="MATCH (n) RETURN n LIMIT 5", mode="semantic")
+            result = execute(args, ".")
+
+        mock_graph.assert_called_once()
+        mock_semantic.assert_not_called()
+        assert result["st"]["mode"] == "graph"
+        assert result.get("_hints")
+        assert any("auto-routed" in h for h in result["_hints"])
+
+    def test_cypher_pattern_with_explicit_graph_mode_no_hint(self):
+        """If the caller already passed --mode graph, no hint is needed —
+        the auto-route heuristic should be a no-op, not noisy."""
+        with mock.patch("commands.search._run_graph", return_value={"status": "ok"}):
+            args = self._args(pattern="MATCH (n) RETURN n LIMIT 5", mode="graph")
+            result = execute(args, ".")
+        assert not result.get("_hints")
+
+    def test_normal_symbol_query_no_hints(self):
+        with mock.patch("commands.search._run_symbol", return_value={"status": "ok", "results": []}):
+            args = self._args(pattern="getAccessMode", mode="symbol")
+            result = execute(args, ".")
+        assert "_hints" not in result
+
+    def test_regex_pattern_resembling_but_not_cypher_not_rerouted(self):
+        """A regex pattern that merely contains the word MATCH somewhere
+        (not at the start followed by a paren) must not be reinterpreted
+        as Cypher — only high-confidence matches auto-route."""
+        with mock.patch("commands.search._run_regex", return_value={"status": "ok", "matches": []}) as mock_regex, \
+             mock.patch("commands.search._run_graph") as mock_graph:
+            args = self._args(pattern="function MATCHER(x) {", mode="regex")
+            result = execute(args, ".")
+        mock_graph.assert_not_called()
+        mock_regex.assert_called_once()
+        assert "_hints" not in result