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Add orchestrator training, channels, LiteLLM engine, and simplify learning taxonomy

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Major changes across parallel sessions:

- Add orchestrator SFT & GRPO training subpackage (learning/orchestrator/)
  with episode types, multi-objective reward, prompt registry, policy model,
  RL environment, and registered learning policies
- Add structured THOUGHT/TOOL/INPUT/FINAL_ANSWER mode to OrchestratorAgent
- Add 15 channel backends (Discord, Slack, Telegram, Email, Webhook, IRC,
  Matrix, Teams, WhatsApp, Signal, Mattermost, BlueBubbles, Feishu,
  Google Chat, Webchat) with channel tools and config
- Add LiteLLM engine backend for unified LLM provider access
- Add RLM agent and REPL tool
- Remove ToolLearningPolicy — learning taxonomy now only targets
  Intelligence (LM weights/routing) and Agents (logic/ICL/tool strategies)
- Rename SFTPolicy to SFTRouterPolicy (backward-compat alias kept)
- Remove OpenClaw agent infrastructure (openclaw*.py, openclaw_bridge.py)
- Fix async streaming tests (asyncio.run vs deprecated get_event_loop)
- Fix server channel route tests (pytest.importorskip for optional fastapi)
- Track uv.lock for reproducibility
- Update CLAUDE.md and docs to reflect all changes

1676 tests pass, 37 skipped.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Jon Saad-Falcon
2026-02-23 18:32:32 +00:00
co-authored by Claude Opus 4.6
parent a0961633a3
commit 8d538cd1b0
105 changed files with 16486 additions and 1858 deletions
Download Patch File Download Diff File Expand all files Collapse all files
tests/cli/test_ask_agent.py
-2
View File
@@ -31,7 +31,6 @@ def _mock_engine(content="Hello from engine"):
def _register_agents():
"""Re-register agents after registry clear."""
from openjarvis.agents.custom import CustomAgent
from openjarvis.agents.openclaw import OpenClawAgent
from openjarvis.agents.orchestrator import OrchestratorAgent
from openjarvis.agents.simple import SimpleAgent
from openjarvis.core.registry import AgentRegistry
@@ -40,7 +39,6 @@ def _register_agents():
("simple", SimpleAgent),
("orchestrator", OrchestratorAgent),
("custom", CustomAgent),
("openclaw", OpenClawAgent),
]:
if not AgentRegistry.contains(name):
AgentRegistry.register_value(name, cls)
tests/cli/test_channel_cmd.py
+27 -20
View File
@@ -15,9 +15,9 @@ def _patch_channel(
send_return=True,
status_return=ChannelStatus.DISCONNECTED,
):
"""Return patches for load_config and OpenClawChannelBridge."""
"""Return patches for load_config and _get_channel."""
cfg = mock.MagicMock()
cfg.channel.gateway_url = "ws://127.0.0.1:18789/ws"
cfg.channel.default_channel = ""
bridge_instance = mock.MagicMock()
bridge_instance.list_channels.return_value = list_channels or []
@@ -27,11 +27,11 @@ def _patch_channel(
config_patch = mock.patch(
"openjarvis.core.config.load_config", return_value=cfg,
)
bridge_patch = mock.patch(
"openjarvis.channels.openclaw_bridge.OpenClawChannelBridge",
get_channel_patch = mock.patch(
"openjarvis.cli.channel_cmd._get_channel",
return_value=bridge_instance,
)
return config_patch, bridge_patch, bridge_instance
return config_patch, get_channel_patch, bridge_instance
class TestChannelHelp:
@@ -45,24 +45,26 @@ class TestChannelHelp:
class TestChannelList:
def test_list_with_channels(self) -> None:
config_p, bridge_p, _ = _patch_channel(list_channels=["slack", "discord"])
with config_p, bridge_p:
config_p, getch_p, _ = _patch_channel(
list_channels=["slack", "discord"],
)
with config_p, getch_p:
result = CliRunner().invoke(cli, ["channel", "list"])
assert result.exit_code == 0
assert "slack" in result.output
assert "discord" in result.output
def test_list_no_channels(self) -> None:
config_p, bridge_p, _ = _patch_channel(list_channels=[])
with config_p, bridge_p:
config_p, getch_p, _ = _patch_channel(list_channels=[])
with config_p, getch_p:
result = CliRunner().invoke(cli, ["channel", "list"])
assert result.exit_code == 0
assert "No channels available" in result.output
def test_list_connection_error(self) -> None:
config_p, bridge_p, inst = _patch_channel()
config_p, getch_p, inst = _patch_channel()
inst.list_channels.side_effect = ConnectionError("refused")
with config_p, bridge_p:
with config_p, getch_p:
result = CliRunner().invoke(cli, ["channel", "list"])
assert result.exit_code == 0
assert "Failed" in result.output or "refused" in result.output
@@ -70,25 +72,30 @@ class TestChannelList:
class TestChannelSend:
def test_send_success(self) -> None:
config_p, bridge_p, _ = _patch_channel(send_return=True)
with config_p, bridge_p:
result = CliRunner().invoke(cli, ["channel", "send", "slack", "Hello!"])
config_p, getch_p, _ = _patch_channel(send_return=True)
with config_p, getch_p:
result = CliRunner().invoke(
cli, ["channel", "send", "slack", "Hello!"],
)
assert result.exit_code == 0
assert "Message sent" in result.output
def test_send_failure(self) -> None:
config_p, bridge_p, _ = _patch_channel(send_return=False)
with config_p, bridge_p:
result = CliRunner().invoke(cli, ["channel", "send", "slack", "Hello!"])
config_p, getch_p, _ = _patch_channel(send_return=False)
with config_p, getch_p:
result = CliRunner().invoke(
cli, ["channel", "send", "slack", "Hello!"],
)
assert result.exit_code == 0
assert "Failed to send" in result.output
class TestChannelStatus:
def test_status_shows_info(self) -> None:
config_p, bridge_p, _ = _patch_channel(status_return=ChannelStatus.DISCONNECTED)
with config_p, bridge_p:
config_p, getch_p, _ = _patch_channel(
status_return=ChannelStatus.DISCONNECTED,
)
with config_p, getch_p:
result = CliRunner().invoke(cli, ["channel", "status"])
assert result.exit_code == 0
assert "disconnected" in result.output
assert "127.0.0.1" in result.output