From e7c9a6832d0881a166310fdec30718a6bfea8d28 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com>
Date: Mon, 30 Mar 2026 10:44:54 +0200
Subject: [PATCH] fix(hermes): sync lifecycle hooks for hermes-agent 0.5.0
 (#741)
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* fix(hermes): convert lifecycle hooks to sync for hermes-agent 0.5.0 compatibility

hermes-agent 0.5.0 calls plugin hooks synchronously via invoke_hook(),
but our pre_llm_call/post_llm_call were async — coroutines were never
awaited, so recall context injection and auto-retain silently did nothing.

Switch hooks to sync client methods and add integration tests using
the real hermes-agent PluginManager.

* fix(hermes): use proper hermes-agent dep with uv source override

Replace inline git URL with standard `hermes-agent>=0.5.0` version
constraint plus `[tool.uv.sources]` to resolve from the git tag until
0.5.0 lands on PyPI.
---
 .../hermes/hindsight_hermes/tools.py          |   33 +-
 hindsight-integrations/hermes/pyproject.toml  |    5 +
 .../hermes/tests/test_tools.py                |  165 +-
 hindsight-integrations/hermes/uv.lock         | 1430 ++++++++++++++++-
 4 files changed, 1589 insertions(+), 44 deletions(-)

diff --git a/hindsight-integrations/hermes/hindsight_hermes/tools.py b/hindsight-integrations/hermes/hindsight_hermes/tools.py
index a4c19122..cbfd1e49 100644
--- a/hindsight-integrations/hermes/hindsight_hermes/tools.py
+++ b/hindsight-integrations/hermes/hindsight_hermes/tools.py
@@ -349,16 +349,31 @@ def register(ctx: Any) -> None:
     )
 
     # ── Lifecycle hooks ──────────────────────────────────────────────────
-    # These require hermes-agent ≥ the version that invokes pre/post_llm_call.
-    # When running on an older hermes-agent the hooks are simply never called,
-    # so registering them is always safe.
+    # These require hermes-agent ≥ 0.5.0 which invokes pre/post_llm_call.
+    # On older hermes-agent the hooks are simply never called, so
+    # registering them is always safe.
+    #
+    # IMPORTANT: hermes-agent calls hooks synchronously via invoke_hook(),
+    # so these must be sync functions.  We use the sync client methods
+    # (recall / retain / create_bank) rather than the async variants.
 
     recall_budget = cfg.get("recallBudget", budget)
     recall_max_tokens = cfg.get("recallMaxTokens", 4096)
     retain_enabled = cfg.get("autoRetain", True)
     recall_preamble = cfg.get("recallPromptPreamble", "")
 
-    async def _on_pre_llm_call(
+    created_banks_sync: set[str] = set()
+
+    def _ensure_bank_sync(bid: str) -> None:
+        if bid in created_banks_sync:
+            return
+        try:
+            resolved_client.create_bank(bank_id=bid, name=bid)
+            created_banks_sync.add(bid)
+        except Exception:
+            created_banks_sync.add(bid)
+
+    def _on_pre_llm_call(
         *,
         session_id: str = "",
         user_message: str = "",
@@ -371,8 +386,8 @@ def register(ctx: Any) -> None:
         if not user_message or not bank_id:
             return None
         try:
-            await _ensure_bank(bank_id)
-            response = await resolved_client.arecall(
+            _ensure_bank_sync(bank_id)
+            response = resolved_client.recall(
                 bank_id=bank_id,
                 query=user_message,
                 budget=recall_budget,
@@ -392,7 +407,7 @@ def register(ctx: Any) -> None:
             logger.warning("Hindsight pre_llm_call recall failed: %s", exc)
             return None
 
-    async def _on_post_llm_call(
+    def _on_post_llm_call(
         *,
         session_id: str = "",
         user_message: str = "",
@@ -406,9 +421,9 @@ def register(ctx: Any) -> None:
         if not user_message or not assistant_response:
             return
         try:
-            await _ensure_bank(bank_id)
+            _ensure_bank_sync(bank_id)
             content = f"User: {user_message}\nAssistant: {assistant_response}"
-            await resolved_client.aretain(bank_id=bank_id, content=content)
+            resolved_client.retain(bank_id=bank_id, content=content)
         except Exception as exc:
             logger.warning("Hindsight post_llm_call retain failed: %s", exc)
 
diff --git a/hindsight-integrations/hermes/pyproject.toml b/hindsight-integrations/hermes/pyproject.toml
index dd65d563..d3c3a622 100644
--- a/hindsight-integrations/hermes/pyproject.toml
+++ b/hindsight-integrations/hermes/pyproject.toml
@@ -51,6 +51,10 @@ build-backend = "hatchling.build"
 [tool.hatch.build.targets.wheel]
 packages = ["hindsight_hermes"]
 
+[tool.uv.sources]
+# hermes-agent 0.5.0 is not on PyPI yet; pin to the release tag
+hermes-agent = { git = "https://github.com/NousResearch/hermes-agent.git", tag = "v2026.3.28" }
+
 [tool.pytest.ini_options]
 testpaths = ["tests"]
 asyncio_mode = "auto"
@@ -59,4 +63,5 @@ asyncio_mode = "auto"
 dev = [
     "pytest>=9.0.2",
     "pytest-asyncio>=0.23.0",
+    "hermes-agent>=0.5.0 ; python_version >= '3.11'",
 ]
diff --git a/hindsight-integrations/hermes/tests/test_tools.py b/hindsight-integrations/hermes/tests/test_tools.py
index 605dd617..8e2099f1 100644
--- a/hindsight-integrations/hermes/tests/test_tools.py
+++ b/hindsight-integrations/hermes/tests/test_tools.py
@@ -1,5 +1,6 @@
 """Tests for hindsight_hermes.tools module."""
 
+import asyncio
 import json
 import sys
 from types import SimpleNamespace
@@ -243,7 +244,11 @@ class TestRegisterPlugin:
 
 
 class TestLifecycleHooks:
-    """Tests for pre_llm_call and post_llm_call hook callbacks."""
+    """Tests for pre_llm_call and post_llm_call hook callbacks.
+
+    Hooks are synchronous functions (hermes-agent 0.5.0 calls them via
+    invoke_hook which is sync), so these tests call them directly without await.
+    """
 
     def _get_hook(self, ctx_mock, hook_name: str):
         """Extract the registered hook callback by name from the mock ctx."""
@@ -264,11 +269,10 @@ class TestLifecycleHooks:
 
     # -- pre_llm_call --
 
-    @pytest.mark.asyncio
-    async def test_pre_llm_call_returns_context(self, monkeypatch, mock_client):
+    def test_pre_llm_call_returns_context(self, monkeypatch, mock_client):
         ctx = self._register_with_hooks(monkeypatch, mock_client)
         hook = self._get_hook(ctx, "pre_llm_call")
-        result = await hook(
+        result = hook(
             session_id="s1",
             user_message="what color do I like?",
             conversation_history=[],
@@ -279,72 +283,65 @@ class TestLifecycleHooks:
         assert "context" in result
         assert "Memory 1" in result["context"]
         assert "Memory 2" in result["context"]
-        mock_client.arecall.assert_called_once()
+        mock_client.recall.assert_called_once()
 
-    @pytest.mark.asyncio
-    async def test_pre_llm_call_returns_none_on_no_results(self, monkeypatch, mock_client):
-        mock_client.arecall.return_value = SimpleNamespace(results=[])
+    def test_pre_llm_call_returns_none_on_no_results(self, monkeypatch, mock_client):
+        mock_client.recall.return_value = SimpleNamespace(results=[])
         ctx = self._register_with_hooks(monkeypatch, mock_client)
         hook = self._get_hook(ctx, "pre_llm_call")
-        result = await hook(user_message="hello")
+        result = hook(user_message="hello")
         assert result is None
 
-    @pytest.mark.asyncio
-    async def test_pre_llm_call_returns_none_on_empty_message(self, monkeypatch, mock_client):
+    def test_pre_llm_call_returns_none_on_empty_message(self, monkeypatch, mock_client):
         ctx = self._register_with_hooks(monkeypatch, mock_client)
         hook = self._get_hook(ctx, "pre_llm_call")
-        result = await hook(user_message="")
+        result = hook(user_message="")
         assert result is None
-        mock_client.arecall.assert_not_called()
+        mock_client.recall.assert_not_called()
 
-    @pytest.mark.asyncio
-    async def test_pre_llm_call_returns_none_on_error(self, monkeypatch, mock_client):
-        mock_client.arecall.side_effect = RuntimeError("connection failed")
+    def test_pre_llm_call_returns_none_on_error(self, monkeypatch, mock_client):
+        mock_client.recall.side_effect = RuntimeError("connection failed")
         ctx = self._register_with_hooks(monkeypatch, mock_client)
         hook = self._get_hook(ctx, "pre_llm_call")
-        result = await hook(user_message="hello")
+        result = hook(user_message="hello")
         assert result is None
 
     # -- post_llm_call --
 
-    @pytest.mark.asyncio
-    async def test_post_llm_call_retains_turn(self, monkeypatch, mock_client):
+    def test_post_llm_call_retains_turn(self, monkeypatch, mock_client):
         ctx = self._register_with_hooks(monkeypatch, mock_client)
         hook = self._get_hook(ctx, "post_llm_call")
-        await hook(
+        hook(
             session_id="s1",
             user_message="remember I like green",
             assistant_response="Got it, you like green!",
             model="test",
         )
-        mock_client.aretain.assert_called_once()
-        content = mock_client.aretain.call_args.kwargs["content"]
+        mock_client.retain.assert_called_once()
+        content = mock_client.retain.call_args.kwargs["content"]
         assert "remember I like green" in content
         assert "Got it, you like green!" in content
 
-    @pytest.mark.asyncio
-    async def test_post_llm_call_skips_empty_messages(self, monkeypatch, mock_client):
+    def test_post_llm_call_skips_empty_messages(self, monkeypatch, mock_client):
         ctx = self._register_with_hooks(monkeypatch, mock_client)
         hook = self._get_hook(ctx, "post_llm_call")
-        await hook(user_message="", assistant_response="hello")
-        mock_client.aretain.assert_not_called()
+        hook(user_message="", assistant_response="hello")
+        mock_client.retain.assert_not_called()
 
-    @pytest.mark.asyncio
-    async def test_post_llm_call_skips_when_disabled(self, monkeypatch, mock_client):
+    def test_post_llm_call_skips_when_disabled(self, monkeypatch, mock_client):
         ctx = self._register_with_hooks(
             monkeypatch, mock_client, HINDSIGHT_AUTO_RETAIN="false"
         )
         hook = self._get_hook(ctx, "post_llm_call")
-        await hook(user_message="hi", assistant_response="hello")
-        mock_client.aretain.assert_not_called()
+        hook(user_message="hi", assistant_response="hello")
+        mock_client.retain.assert_not_called()
 
-    @pytest.mark.asyncio
-    async def test_post_llm_call_does_not_raise_on_error(self, monkeypatch, mock_client):
-        mock_client.aretain.side_effect = RuntimeError("boom")
+    def test_post_llm_call_does_not_raise_on_error(self, monkeypatch, mock_client):
+        mock_client.retain.side_effect = RuntimeError("boom")
         ctx = self._register_with_hooks(monkeypatch, mock_client)
         hook = self._get_hook(ctx, "post_llm_call")
         # Should not raise
-        await hook(user_message="hi", assistant_response="hello")
+        hook(user_message="hi", assistant_response="hello")
 
 
 # --- memory_instructions tests ---
@@ -379,3 +376,103 @@ class TestMemoryInstructions:
     def test_custom_prefix(self, mock_client):
         result = memory_instructions(bank_id="b", client=mock_client, prefix="Context:\n")
         assert result.startswith("Context:")
+
+
+# --- Integration tests with real hermes-agent plugin system ---
+
+
+class TestHermesPluginIntegration:
+    """Tests that verify hooks work correctly when invoked through
+    hermes-agent's real PluginManager.invoke_hook (sync dispatch)."""
+
+    def _setup_plugin_manager(self, monkeypatch, mock_client):
+        """Register our plugin via the real PluginContext and return the PluginManager."""
+        from hermes_cli.plugins import PluginManager, PluginManifest, PluginContext
+
+        monkeypatch.setenv("HINDSIGHT_API_URL", "http://localhost:8888")
+        monkeypatch.setenv("HINDSIGHT_BANK_ID", "test-bank")
+
+        manager = PluginManager()
+        manifest = PluginManifest(name="hindsight", source="test")
+        ctx = PluginContext(manifest, manager)
+
+        with (
+            patch("hindsight_hermes.tools._resolve_client", return_value=mock_client),
+            patch.dict(sys.modules, {"tools": MagicMock(), "tools.registry": MagicMock()}),
+        ):
+            register(ctx)
+
+        return manager
+
+    def test_invoke_pre_llm_call_returns_context_dict(self, monkeypatch, mock_client):
+        """invoke_hook('pre_llm_call') should return a list with a context dict."""
+        manager = self._setup_plugin_manager(monkeypatch, mock_client)
+
+        results = manager.invoke_hook(
+            "pre_llm_call",
+            session_id="s1",
+            user_message="what is my favorite color?",
+            conversation_history=[],
+            is_first_turn=True,
+            model="test",
+        )
+
+        assert len(results) == 1
+        assert isinstance(results[0], dict)
+        assert "context" in results[0]
+        assert "Memory 1" in results[0]["context"]
+        mock_client.recall.assert_called_once()
+
+    def test_invoke_post_llm_call_retains(self, monkeypatch, mock_client):
+        """invoke_hook('post_llm_call') should call retain synchronously."""
+        manager = self._setup_plugin_manager(monkeypatch, mock_client)
+
+        results = manager.invoke_hook(
+            "post_llm_call",
+            session_id="s1",
+            user_message="remember I like blue",
+            assistant_response="Noted, you like blue!",
+            model="test",
+        )
+
+        # post_llm_call returns None, so results should be empty
+        assert results == []
+        mock_client.retain.assert_called_once()
+        content = mock_client.retain.call_args.kwargs["content"]
+        assert "remember I like blue" in content
+
+    def test_invoke_pre_llm_call_no_results(self, monkeypatch, mock_client):
+        """invoke_hook returns empty list when recall finds nothing."""
+        mock_client.recall.return_value = SimpleNamespace(results=[])
+        manager = self._setup_plugin_manager(monkeypatch, mock_client)
+
+        results = manager.invoke_hook(
+            "pre_llm_call",
+            session_id="s1",
+            user_message="hello",
+            conversation_history=[],
+            is_first_turn=True,
+            model="test",
+        )
+
+        assert results == []
+
+    def test_hooks_are_not_coroutines(self, monkeypatch, mock_client):
+        """Hooks must be plain functions, not async — verify invoke_hook
+        doesn't return coroutine objects."""
+        manager = self._setup_plugin_manager(monkeypatch, mock_client)
+
+        results = manager.invoke_hook(
+            "pre_llm_call",
+            session_id="s1",
+            user_message="test",
+            conversation_history=[],
+            is_first_turn=True,
+            model="test",
+        )
+
+        for r in results:
+            assert not asyncio.iscoroutine(r), (
+                "Hook returned a coroutine — hermes invoke_hook is sync and "
+                "will not await it"
+            )
diff --git a/hindsight-integrations/hermes/uv.lock b/hindsight-integrations/hermes/uv.lock
index baceebe2..158b381b 100644
--- a/hindsight-integrations/hermes/uv.lock
+++ b/hindsight-integrations/hermes/uv.lock
@@ -1,6 +1,10 @@
 version = 1
 revision = 1
 requires-python = ">=3.10"
+resolution-markers = [
+    "python_full_version >= '3.11'",
+    "python_full_version < '3.11'",
+]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -156,6 +160,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e", size = 7490 },
 ]
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303 },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -165,6 +178,38 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
 ]
 
+[[package]]
+name = "anthropic"
+version = "0.86.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio", marker = "python_full_version >= '3.11'" },
+    { name = "distro", marker = "python_full_version >= '3.11'" },
+    { name = "docstring-parser", marker = "python_full_version >= '3.11'" },
+    { name = "httpx", marker = "python_full_version >= '3.11'" },
+    { name = "jiter", marker = "python_full_version >= '3.11'" },
+    { name = "pydantic", marker = "python_full_version >= '3.11'" },
+    { name = "sniffio", marker = "python_full_version >= '3.11'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/37/7a/8b390dc47945d3169875d342847431e5f7d5fa716b2e37494d57cfc1db10/anthropic-0.86.0.tar.gz", hash = "sha256:60023a7e879aa4fbb1fed99d487fe407b2ebf6569603e5047cfe304cebdaa0e5", size = 583820 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/63/5f/67db29c6e5d16c8c9c4652d3efb934d89cb750cad201539141781d8eae14/anthropic-0.86.0-py3-none-any.whl", hash = "sha256:9d2bbd339446acce98858c5627d33056efe01f70435b22b63546fe7edae0cd57", size = 469400 },
+]
+
+[[package]]
+name = "anyio"
+version = "4.13.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "idna", marker = "python_full_version >= '3.11'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353 },
+]
+
 [[package]]
 name = "async-timeout"
 version = "5.0.1"
@@ -183,6 +228,37 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373", size = 67615 },
 ]
 
+[[package]]
+name = "av"
+version = "17.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/b2/eb/abca886df3a091bc406feb5ff71b4c4f426beaae6b71b9697264ce8c7211/av-17.0.0.tar.gz", hash = "sha256:c53685df73775a8763c375c7b2d62a6cb149d992a26a4b098204da42ade8c3df", size = 4410769 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/95/4d/ea1ac272eeea83014daca1783679a9e9f894e1e68e5eb4f717dd8813da2a/av-17.0.0-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:4b21bcff4144acae658c0efb011fa8668c7a9638384f3ae7f5add33f35b907c6", size = 23407827 },
+    { url = "https://files.pythonhosted.org/packages/54/1a/e433766470c57c9c1c8558021de4d2466b3403ed629e48722d39d12baa6c/av-17.0.0-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:17cd518fc88dc449ce9dcfd0b40e9b3530266927375a743efc80d510adfb188b", size = 18829899 },
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