diff --git a/agent/prompt_builder.py b/agent/prompt_builder.py
index aee2670be6234..11333b492be45 100644
--- a/agent/prompt_builder.py
+++ b/agent/prompt_builder.py
@@ -2059,8 +2059,14 @@ def _load_hermes_md(cwd_path: Path, context_length: Optional[int] = None) -> str
 
 
 def _load_agents_md(cwd_path: Path, context_length: Optional[int] = None) -> str:
-    """AGENTS.md — top-level only (no recursive walk)."""
-    for name in ["AGENTS.md", "agents.md"]:
+    """AGENTS.override.md / AGENTS.md — top-level only (no recursive walk).
+
+    ``AGENTS.override.md`` wins over ``AGENTS.md`` so a developer can keep a
+    personal, typically-gitignored override next to the committed project
+    instructions without editing the tracked file (same convention as
+    earendil-works/pi#7681).
+    """
+    for name in ["AGENTS.override.md", "AGENTS.md", "agents.md"]:
         candidate = cwd_path / name
         if candidate.exists():
             try:
diff --git a/agent/subdirectory_hints.py b/agent/subdirectory_hints.py
index 4e9f7f5ed335e..4fb268bd4ec8e 100644
--- a/agent/subdirectory_hints.py
+++ b/agent/subdirectory_hints.py
@@ -28,6 +28,7 @@ logger = logging.getLogger(__name__)
 # Same filenames as prompt_builder.py but we load ALL found (not first-wins)
 # since different subdirectories may use different conventions.
 _HINT_FILENAMES = [
+    "AGENTS.override.md",
     "AGENTS.md", "agents.md",
     "CLAUDE.md", "claude.md",
     ".cursorrules",
diff --git a/tests/agent/test_prompt_builder.py b/tests/agent/test_prompt_builder.py
index 28def42c05095..1fcb91be84c01 100644
--- a/tests/agent/test_prompt_builder.py
+++ b/tests/agent/test_prompt_builder.py
@@ -449,6 +449,27 @@ class TestBuildContextFilesPrompt:
         assert "Ruff for linting" in result
         assert "Project Context" in result
 
+    def test_agents_override_md_wins_over_agents_md(self, tmp_path):
+        (tmp_path / "AGENTS.md").write_text("Use Ruff for linting.")
+        (tmp_path / "AGENTS.override.md").write_text("Use Black instead.")
+        result = build_context_files_prompt(cwd=str(tmp_path))
+        assert "Use Black instead" in result
+        assert "Ruff for linting" not in result
+        assert "AGENTS.override.md" in result
+
+    def test_agents_override_md_loads_alone(self, tmp_path):
+        (tmp_path / "AGENTS.override.md").write_text("Override-only context.")
+        result = build_context_files_prompt(cwd=str(tmp_path))
+        assert "Override-only context" in result
+        assert "Project Context" in result
+
+    def test_hermes_md_still_wins_over_agents_override(self, tmp_path):
+        (tmp_path / ".hermes.md").write_text("Hermes-first context.")
+        (tmp_path / "AGENTS.override.md").write_text("Override context.")
+        result = build_context_files_prompt(cwd=str(tmp_path))
+        assert "Hermes-first context" in result
+        assert "Override context" not in result
+
     def test_skips_agents_md_in_install_tree_on_fallback(self, monkeypatch, tmp_path):
         # A backend that FALLS BACK into the install tree (cwd=None → getcwd,
         # the desktop default) must not load that tree's contributor AGENTS.md
diff --git a/tests/agent/test_subdirectory_hints.py b/tests/agent/test_subdirectory_hints.py
index 01de13d4eada8..85b89f647ef5a 100644
--- a/tests/agent/test_subdirectory_hints.py
+++ b/tests/agent/test_subdirectory_hints.py
@@ -284,3 +284,16 @@ class TestExcludedDirectories:
         tracker = SubdirectoryHintTracker(working_dir=str(tmp_path))
         result = tracker.check_tool_call("read_file", {"path": str(normal / "f.py")})
         assert result is not None and "Backend rules" in result
+
+    def test_agents_override_md_wins_in_subdirectory(self, tmp_path):
+        """AGENTS.override.md takes priority over AGENTS.md per directory."""
+        sub = tmp_path / "backend"
+        sub.mkdir()
+        (sub / "AGENTS.md").write_text("Committed backend rules")
+        (sub / "AGENTS.override.md").write_text("Personal backend override")
+
+        tracker = SubdirectoryHintTracker(working_dir=str(tmp_path))
+        result = tracker.check_tool_call("read_file", {"path": str(sub / "f.py")})
+        assert result is not None
+        assert "Personal backend override" in result
+        assert "Committed backend rules" not in result
diff --git a/website/docs/user-guide/features/context-files.md b/website/docs/user-guide/features/context-files.md
index c3e3f61edfbce..bd57a7ef6a4ca 100644
--- a/website/docs/user-guide/features/context-files.md
+++ b/website/docs/user-guide/features/context-files.md
@@ -13,6 +13,7 @@ Hermes Agent automatically discovers and loads context files that shape how it b
 | File | Purpose | Discovery |
 |------|---------|-----------| 
 | **.hermes.md** / **HERMES.md** | Project instructions (highest priority) | Walks to git root |
+| **AGENTS.override.md** | Personal, per-directory override of AGENTS.md (typically gitignored) | CWD at startup + subdirectories progressively |
 | **AGENTS.md** | Project instructions, conventions, architecture | CWD at startup + subdirectories progressively |
 | **CLAUDE.md** | Claude Code context files (also detected) | CWD at startup + subdirectories progressively |
 | **SOUL.md** | Global personality and tone customization for this Hermes instance | `HERMES_HOME/SOUL.md` only |
@@ -20,7 +21,9 @@ Hermes Agent automatically discovers and loads context files that shape how it b
 | **.cursor/rules/*.mdc** | Cursor IDE rule modules | CWD only |
 
 :::info Priority system
-Only **one** project context type is loaded per session (first match wins): `.hermes.md` → `AGENTS.md` → `CLAUDE.md` → `.cursorrules`. **SOUL.md** is always loaded independently as the agent identity (slot #1).
+Only **one** project context type is loaded per session (first match wins): `.hermes.md` → `AGENTS.override.md` → `AGENTS.md` → `CLAUDE.md` → `.cursorrules`. **SOUL.md** is always loaded independently as the agent identity (slot #1).
+
+If an `AGENTS.override.md` exists next to an `AGENTS.md`, the override is loaded **instead of** the committed file — keep a personal (usually gitignored) `AGENTS.override.md` when you want different instructions than the ones checked into the repo, without editing the tracked `AGENTS.md`.
 :::
 
 ## AGENTS.md