fix(agent_hub): collect qoder user-level auto memory and map it acros…

ms_agent/agent_hub/_merge.py

@@ -537,7 +537,8 @@ def _is_private_file(product: str, path: str) -> bool:
         'openclaw': 'MEMORY.md',
         'qwenpaw': 'MEMORY.md',
         'hermes': 'memories/MEMORY.md',
-        'openhuman': 'MEMORY.md'
+        'openhuman': 'MEMORY.md',
+        'qoder': 'memory/MEMORY.md'
     },
     {
         'openclaw': 'IDENTITY.md',

ms_agent/agent_hub/frameworks/qoder.py

@@ -13,7 +13,9 @@ class QoderWorkspace(WorkspaceSpec):
     Qoder keeps user-level config at ``~/.qoder`` (project-level config lives in
     a project's ``.qoder/`` directory; point ``--local_dir`` at it to upload
     that instead).  A sub-agent is one Markdown file ``agents/<name>.md``; skills,
-    commands, rules and ``AGENTS.md`` are shared across sub-agents.
+    commands, rules, ``AGENTS.md`` and the user-level auto memory (``memory/``)
+    are shared across sub-agents -- Qoder memory is scoped per user / per
+    project, never per agent.
     """
 
     @property
@@ -30,11 +32,21 @@ def default_root(self) -> Path:
 
     @property
     def patterns(self) -> list[str]:
+        # ``memory/`` is the Qoder CLI user-level auto-memory root
+        # (``MEMORY.md`` index + topic ``.md`` files, per the official CLI
+        # docs). The project-level auto memory under
+        # ``projects/<encoded-workspace-path>/memory/`` is deliberately NOT
+        # collected: the directory name is a machine-specific encoding of the
+        # workspace path, and several projects each carry their own
+        # ``MEMORY.md`` -- flattening them into the single cross-framework
+        # memory slot would overwrite one project's memory with another's.
         return [
             'AGENTS.md',
             'agents/{name}.md',
             'commands/*.md',
             'rules/*.md',
+            'memory/MEMORY.md',
+            'memory/*.md',
             'skills/*/SKILL.md',
             'skills/*/scripts/*',
             'skills/*/references/*',

tests/agent_hub/test_agent_frameworks.py

@@ -129,6 +129,8 @@ def _to_bytes(files: dict) -> dict:
     "agents/code-reviewer.md": "# Code Reviewer\nReview code for bugs and style.\n",
     "commands/review.md": "# /review\nTrigger a code review on the current file.\n",
     "rules/style-guide.md": "# Style Guide\nUse 4-space indentation for Python.\n",
+    "memory/MEMORY.md": "# Memory Index\n\n- [User language](user-language.md) — respond in Chinese\n",
+    "memory/user-language.md": "---\nname: user-language\nmetadata:\n  type: user\n---\n\nUser speaks Chinese.\n",
     "skills/lint/SKILL.md": "# Lint\nRun linters on the codebase.\n",
     "skills/lint/scripts/run_lint.sh": "# lint runner\nrun flake8 on all project files\n",
 }
@@ -452,7 +454,7 @@ def test_23_framework_structure(self):
             "qwenpaw": ["PROFILE.md", "BOOTSTRAP.md", "memory/story-notes.md"],
             "hermes": ["memories/USER.md"],
             "openhuman": ["SOUL.md", "IDENTITY.md", "HEARTBEAT.md", "wiki/interests.md"],
-            "qoder": ["agents/code-reviewer.md", "commands/review.md", "rules/style-guide.md"],
+            "qoder": ["agents/code-reviewer.md", "commands/review.md", "rules/style-guide.md", "memory/MEMORY.md"],
         }
 
         for fw, markers in framework_markers.items():

tests/agent_hub/test_merge.py

@@ -265,6 +265,20 @@ def test_cross_product_user_md(self):
 
     def test_cross_product_memory_md(self):
         self.assertEqual(_resolve_target_path("nanobot", "memory/MEMORY.md", "openclaw"), "MEMORY.md")
+        # qoder user-level auto memory joins the same MEMORY.md group.
+        self.assertEqual(
+            _resolve_target_path("qoder", "memory/MEMORY.md", "hermes"),
+            "memories/MEMORY.md")
+        self.assertEqual(
+            _resolve_target_path("qoder", "memory/MEMORY.md", "openclaw"),
+            "MEMORY.md")
+        self.assertEqual(
+            _resolve_target_path("hermes", "memories/MEMORY.md", "qoder"),
+            "memory/MEMORY.md")
+        # ms-agent has no memory slot, so qoder memory has no semantic target
+        # there either (folds into the catch-all instead).
+        self.assertIsNone(
+            _resolve_target_path("qoder", "memory/MEMORY.md", "ms-agent"))
 
     def test_cross_product_ms_agent_profile(self):
         # ms-agent PROFILE.md -> qwenpaw maps to memory/USER.md (USER group).
@@ -303,6 +317,26 @@ def test_same_product_imports_directly(self):
         self.assertIn("SOUL.md", result.merged_files)
         self.assertEqual(result.merged_files["SOUL.md"], "my soul")
 
+    def test_qoder_memory_maps_and_topic_files_pass_through(self):
+        """Cross-framework, qoder's user-level memory index maps onto the
+        target's MEMORY.md slot while topic files keep their original path
+        (kept only if the target spec accepts it); both travel verbatim --
+        memory is user data, never rebased onto a target template."""
+        result = merge_resources(
+            incoming={
+                "memory/MEMORY.md": "# Memory Index\n\n- [t](t.md) — x\n",
+                "memory/t.md": "---\nname: t\n---\n\ntopic body\n",
+            },
+            source_product="qoder",
+            target_product="openclaw",
+            source_defaults={},
+            target_defaults={},
+        )
+        self.assertEqual(result.merged_files["MEMORY.md"],
+                         "# Memory Index\n\n- [t](t.md) — x\n")
+        self.assertEqual(result.merged_files["memory/t.md"],
+                         "---\nname: t\n---\n\ntopic body\n")
+
     def test_fills_missing_from_target_defaults(self):
         """merge_resources fills target defaults for absent source files."""
         result = merge_resources(

tests/agent_hub/test_workspace.py

@@ -37,6 +37,28 @@ def test_qoder_collects_named_agent_plus_shared(self):
         self.assertIn("skills/x/SKILL.md", collected)
         self.assertNotIn("agents/other.md", collected)
 
+    def test_qoder_collects_user_level_memory_not_project_level(self):
+        """Qoder CLI auto memory is user-level (``memory/``) plus
+        project-level (``projects/<encoded-workspace>/memory/``). Only the
+        user-level root is portable: the project directory name is a
+        machine-specific encoding of the workspace path and several projects
+        each carry a ``MEMORY.md`` that would overwrite one another in the
+        single cross-framework memory slot."""
+        (self.root / "memory").mkdir()
+        (self.root / "memory" / "MEMORY.md").write_text("# Memory Index\n")
+        (self.root / "memory" / "user-language.md").write_text("topic\n")
+        proj_mem = self.root / "projects" / "-Users-test-demo" / "memory"
+        proj_mem.mkdir(parents=True)
+        (proj_mem / "MEMORY.md").write_text("# Project Memory Index\n")
+
+        spec = QoderWorkspace(agent_name="default", local_dir=self.root)
+        collected = spec.collect()
+
+        self.assertIn("memory/MEMORY.md", collected)
+        self.assertIn("memory/user-language.md", collected)
+        self.assertNotIn(
+            "projects/-Users-test-demo/memory/MEMORY.md", collected)
+
     def test_hermes_excludes_framework_skills_keeps_user_skills(self):
         """hermes collect drops bundled/framework skills (identified by a
         builtin_skill_version / metadata.copaw frontmatter marker or a