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Merge PR #736: feat(honcho): async writes, memory modes, session title integration, setup CLI

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Authored by erosika. Builds on #38 and #243.

Adds async write support, configurable memory modes, context prefetch pipeline,
4 new Honcho tools (honcho_context, honcho_profile, honcho_search, honcho_conclude),
full 'hermes honcho' CLI, session strategies, AI peer identity, recallMode A/B,
gateway lifecycle management, and comprehensive docs.

Cherry-picks fixes from PRs #831/#832 (adavyas).

Co-authored-by: erosika <erosika@users.noreply.github.com>
Co-authored-by: adavyas <adavyas@users.noreply.github.com>
This commit is contained in:
Teknium 2026-03-12 19:05:11 -07:00 • committed by GitHub
commit 475dd58a8e
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26 changed files with 4688 additions and 355 deletions
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197
tests/test_run_agent.py
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@ -13,6 +13,7 @@ from unittest.mock import MagicMock, patch, PropertyMock
import pytest
from honcho_integration.client import HonchoClientConfig
from run_agent import AIAgent
from agent.prompt_builder import DEFAULT_AGENT_IDENTITY, PLATFORM_HINTS
@ -1209,17 +1210,15 @@ class TestSystemPromptStability:
assert "User prefers Python over JavaScript" in agent._cached_system_prompt
def test_honcho_prefetch_skipped_on_continuing_session(self):
"""Honcho prefetch should not be called when conversation_history
is non-empty (continuing session)."""
def test_honcho_prefetch_runs_on_continuing_session(self):
"""Honcho prefetch is consumed on continuing sessions via ephemeral context."""
conversation_history = [
{"role": "user", "content": "hello"},
{"role": "assistant", "content": "hi there"},
]
# The guard: `not conversation_history` is False when history exists
should_prefetch = not conversation_history
assert should_prefetch is False
recall_mode = "hybrid"
should_prefetch = bool(conversation_history) and recall_mode != "tools"
assert should_prefetch is True
def test_honcho_prefetch_runs_on_first_turn(self):
"""Honcho prefetch should run when conversation_history is empty."""
@ -1228,6 +1227,190 @@ class TestSystemPromptStability:
assert should_prefetch is True
class TestHonchoActivation:
def test_disabled_config_skips_honcho_init(self):
hcfg = HonchoClientConfig(
enabled=False,
api_key="honcho-key",
peer_name="user",
ai_peer="hermes",
)
with (
patch("run_agent.get_tool_definitions", return_value=_make_tool_defs("web_search")),
patch("run_agent.check_toolset_requirements", return_value={}),
patch("run_agent.OpenAI"),
patch("honcho_integration.client.HonchoClientConfig.from_global_config", return_value=hcfg),
patch("honcho_integration.client.get_honcho_client") as mock_client,
):
agent = AIAgent(
api_key="test-key-1234567890",
quiet_mode=True,
skip_context_files=True,
skip_memory=False,
)
assert agent._honcho is None
assert agent._honcho_config is hcfg
mock_client.assert_not_called()
def test_injected_honcho_manager_skips_fresh_client_init(self):
hcfg = HonchoClientConfig(
enabled=True,
api_key="honcho-key",
memory_mode="hybrid",
peer_name="user",
ai_peer="hermes",
recall_mode="hybrid",
)
manager = MagicMock()
manager._config = hcfg
manager.get_or_create.return_value = SimpleNamespace(messages=[])
manager.get_prefetch_context.return_value = {"representation": "Known user", "card": ""}
with (
patch("run_agent.get_tool_definitions", return_value=_make_tool_defs("web_search")),
patch("run_agent.check_toolset_requirements", return_value={}),
patch("run_agent.OpenAI"),
patch("honcho_integration.client.get_honcho_client") as mock_client,
patch("tools.honcho_tools.set_session_context"),
):
agent = AIAgent(
api_key="test-key-1234567890",
quiet_mode=True,
skip_context_files=True,
skip_memory=False,
honcho_session_key="gateway-session",
honcho_manager=manager,
honcho_config=hcfg,
)
assert agent._honcho is manager
manager.get_or_create.assert_called_once_with("gateway-session")
manager.get_prefetch_context.assert_called_once_with("gateway-session")
manager.set_context_result.assert_called_once_with(
"gateway-session",
{"representation": "Known user", "card": ""},
)
mock_client.assert_not_called()
def test_recall_mode_context_suppresses_honcho_tools(self):
hcfg = HonchoClientConfig(
enabled=True,
api_key="honcho-key",
memory_mode="hybrid",
peer_name="user",
ai_peer="hermes",
recall_mode="context",
)
manager = MagicMock()
manager._config = hcfg
manager.get_or_create.return_value = SimpleNamespace(messages=[])
manager.get_prefetch_context.return_value = {"representation": "Known user", "card": ""}
with (
patch(
"run_agent.get_tool_definitions",
side_effect=[
_make_tool_defs("web_search"),
_make_tool_defs(
"web_search",
"honcho_context",
"honcho_profile",
"honcho_search",
"honcho_conclude",
),
],
),
patch("run_agent.check_toolset_requirements", return_value={}),
patch("run_agent.OpenAI"),
patch("tools.honcho_tools.set_session_context"),
):
agent = AIAgent(
api_key="test-key-1234567890",
quiet_mode=True,
skip_context_files=True,
skip_memory=False,
honcho_session_key="gateway-session",
honcho_manager=manager,
honcho_config=hcfg,
)
assert "web_search" in agent.valid_tool_names
assert "honcho_context" not in agent.valid_tool_names
assert "honcho_profile" not in agent.valid_tool_names
assert "honcho_search" not in agent.valid_tool_names
assert "honcho_conclude" not in agent.valid_tool_names
def test_inactive_honcho_strips_stale_honcho_tools(self):
hcfg = HonchoClientConfig(
enabled=False,
api_key="honcho-key",
peer_name="user",
ai_peer="hermes",
)
with (
patch("run_agent.get_tool_definitions", return_value=_make_tool_defs("web_search", "honcho_context")),
patch("run_agent.check_toolset_requirements", return_value={}),
patch("run_agent.OpenAI"),
patch("honcho_integration.client.HonchoClientConfig.from_global_config", return_value=hcfg),
patch("honcho_integration.client.get_honcho_client") as mock_client,
):
agent = AIAgent(
api_key="test-key-1234567890",
quiet_mode=True,
skip_context_files=True,
skip_memory=False,
)
assert agent._honcho is None
assert "web_search" in agent.valid_tool_names
assert "honcho_context" not in agent.valid_tool_names
mock_client.assert_not_called()
class TestHonchoPrefetchScheduling:
def test_honcho_prefetch_includes_cached_dialectic(self, agent):
agent._honcho = MagicMock()
agent._honcho_session_key = "session-key"
agent._honcho.pop_context_result.return_value = {}
agent._honcho.pop_dialectic_result.return_value = "Continue with the migration checklist."
context = agent._honcho_prefetch("what next?")
assert "Continuity synthesis" in context
assert "migration checklist" in context
def test_queue_honcho_prefetch_skips_tools_mode(self, agent):
agent._honcho = MagicMock()
agent._honcho_session_key = "session-key"
agent._honcho_config = HonchoClientConfig(
enabled=True,
api_key="honcho-key",
recall_mode="tools",
)
agent._queue_honcho_prefetch("what next?")
agent._honcho.prefetch_context.assert_not_called()
agent._honcho.prefetch_dialectic.assert_not_called()
def test_queue_honcho_prefetch_runs_when_context_enabled(self, agent):
agent._honcho = MagicMock()
agent._honcho_session_key = "session-key"
agent._honcho_config = HonchoClientConfig(
enabled=True,
api_key="honcho-key",
recall_mode="hybrid",
)
agent._queue_honcho_prefetch("what next?")
agent._honcho.prefetch_context.assert_called_once_with("session-key", "what next?")
agent._honcho.prefetch_dialectic.assert_called_once_with("session-key", "what next?")
# ---------------------------------------------------------------------------
# Iteration budget pressure warnings
# ---------------------------------------------------------------------------