From 864eaeb3c83bccd6303d200f386ed8b18e1bdd5c Mon Sep 17 00:00:00 2001
From: Evan <piggyevan123@gmail.com>
Date: Fri, 18 Sep 2026 13:24:52 +0800
Subject: [PATCH 1/3] fix: start self-learning worker from TUI

Fixes #164
---
 tests/test_tui_protocol.py | 24 ++++++++++++++++++++++++
 tui_backend.py             |  2 ++
 2 files changed, 26 insertions(+)

diff --git a/tests/test_tui_protocol.py b/tests/test_tui_protocol.py
index 5c2c040..af568ee 100644
--- a/tests/test_tui_protocol.py
+++ b/tests/test_tui_protocol.py
@@ -82,6 +82,30 @@ def test_provider_setup_emits_ready_and_masks_key_flow(self):
         self.assertEqual(events[1]["event"], "status")
         self.assertNotIn("sk-test-secret", self.output.getvalue())
 
+    def test_start_launches_detached_learning_worker_when_provider_is_ready(self):
+        context = type("Context", (), {
+            "active_root": Path("/tmp/openkyrozen-tui-workspace"),
+            "is_global": True,
+        })()
+        config = type("Config", (), {
+            "provider": "deepseek",
+            "model_simple": "deepseek-v4-flash",
+        })()
+        plugin = type("Plugin", (), {"load_once": lambda self: None})()
+        with patch.object(tui_backend.agent, "configure_launch_context", return_value=context), \
+                patch.object(tui_backend.agent, "detect_provider", return_value=config), \
+                patch.object(tui_backend.agent, "_prompt_and_init_deepseek", return_value=True), \
+                patch.object(tui_backend.agent, "_plugin_runtime_for_surface", return_value=plugin), \
+                patch.object(tui_backend.agent, "_run_recovered_tasks", return_value=[]), \
+                patch.object(tui_backend.agent, "_load_project_files_into_memory"), \
+                patch.object(tui_backend.agent, "_ensure_detached_learning_worker", return_value=True) as ensure_worker:
+            self.backend.start({"command": "start", "global": True}, "start-1")
+
+        ensure_worker.assert_called_once_with()
+        events = [json.loads(line) for line in self.output.getvalue().splitlines()]
+        self.assertEqual(events[-1]["event"], "status")
+        self.assertEqual(events[-1]["state"], "ready")
+
     def test_approval_response_requires_a_correlated_request_id(self):
         payload, error = self.backend.validate({"command": "approval_response", "approved": True})
         self.assertIsNone(payload)
diff --git a/tui_backend.py b/tui_backend.py
index 68d57e9..82f6da1 100644
--- a/tui_backend.py
+++ b/tui_backend.py
@@ -136,6 +136,8 @@ def start(self, payload: dict[str, Any], request_id: str) -> None:
             self.status("starting", "Restoring tasks and memory…", request_id)
             task_results = self._quiet_call(agent._run_recovered_tasks)
             self._quiet_call(agent._load_project_files_into_memory)
+            if configured and not self._quiet_call(agent._ensure_detached_learning_worker):
+                threading.Thread(target=agent._background_learning_loop, daemon=True).start()
             self.emit("tasks", request_id, tasks=[
                 {"id": item["id"], "description": item["description"], "status": item["status"]}
                 for item in agent.tasks.tasks

From 6a30d45d7ef7b4e68e1a15b2ed4beb475ff34640 Mon Sep 17 00:00:00 2001
From: Evan <piggyevan123@gmail.com>
Date: Fri, 18 Sep 2026 13:30:18 +0800
Subject: [PATCH 2/3] test: inspect wheel entry points in isolated env

---
 scripts/wheel_smoke.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/scripts/wheel_smoke.py b/scripts/wheel_smoke.py
index ed4d781..b5be1b2 100755
--- a/scripts/wheel_smoke.py
+++ b/scripts/wheel_smoke.py
@@ -4,7 +4,7 @@
 from __future__ import annotations
 
 import glob
-import importlib.metadata
+import json
 import os
 import subprocess
 import sys
@@ -66,11 +66,10 @@ def main() -> int:
             "KYROZEN_PROVIDER": "ollama",
             "KYROZEN_DISABLE_VECTOR_INDEX": "1",
         })
-        entry_points = {
-            entry.name: entry.value
-            for entry in importlib.metadata.entry_points(group="console_scripts")
-            if entry.name in {"kyrozen", "kyrozen-backend"}
-        }
+        entry_points = json.loads(_run([
+            str(python), "-c",
+            "import importlib.metadata, json; print(json.dumps({e.name: e.value for e in importlib.metadata.entry_points(group='console_scripts') if e.name in {'kyrozen', 'kyrozen-backend'}}))",
+        ], cwd=caller, env=env).stdout)
         if entry_points.get("kyrozen") != "tui_launcher:main" or entry_points.get("kyrozen-backend") != "tui_backend:main":
             raise RuntimeError(f"installed entry points did not target the TUI bridge: {entry_points}")
         version = _run([str(kyrozen), "--version"], cwd=caller, env=env)

From 696f06834534e8364aa3c166e47975d44bb2fd96 Mon Sep 17 00:00:00 2001
From: Evan <piggyevan123@gmail.com>
Date: Fri, 18 Sep 2026 15:29:02 +0800
Subject: [PATCH 3/3] docs: update self-learning test count

---
 docs/self-evolution.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/self-evolution.md b/docs/self-evolution.md
index a55a117..ce7dc3f 100644
--- a/docs/self-evolution.md
+++ b/docs/self-evolution.md
@@ -9,7 +9,7 @@ Historical verification snapshot: `51be33361422e55e1f2f00c33a0e0f8c56132a91`
 (the post-#54 `main` revision, captured before this #55 documentation-only
 update). Snapshot date: 2026-09-04.
 
-Current repository test count at this snapshot: **211 unittest cases**.
+Current repository test count at this snapshot: **212 unittest cases**.
 
 ## Verified surface