mcp-servers/gitea/mcp_server/tools/labels.py

@@ -8,6 +8,7 @@ Provides async wrappers for label operations with:
 """
 import asyncio
 import logging
+import re
 from typing import List, Dict, Optional
 
 logging.basicConfig(level=logging.INFO)
@@ -59,107 +60,202 @@ class LabelTools:
             'total_count': len(org_labels) + len(repo_labels)
         }
 
-    async def suggest_labels(self, context: str) -> List[str]:
+    async def suggest_labels(self, context: str, repo: Optional[str] = None) -> List[str]:
         """
-        Analyze context and suggest appropriate labels.
+        Analyze context and suggest appropriate labels from repository's actual labels.
+
+        This method fetches actual labels from the repository and matches them
+        dynamically, supporting any label naming convention (slash, colon-space, etc.).
 
         Args:
             context: Issue title + description or sprint context
+            repo: Repository in 'owner/repo' format (optional, uses default if not provided)
 
         Returns:
-            List of suggested label names
+            List of suggested label names that exist in the repository
         """
+        # Fetch actual labels from repository
+        target_repo = repo or self.gitea.repo
+        if not target_repo:
+            logger.warning("No repository specified, returning empty suggestions")
+            return []
+
+        try:
+            labels_data = await self.get_labels(target_repo)
+            all_labels = labels_data.get('organization', []) + labels_data.get('repository', [])
+            label_names = [label['name'] for label in all_labels]
+        except Exception as e:
+            logger.warning(f"Failed to fetch labels: {e}. Using fallback suggestions.")
+            label_names = []
+
+        # Build label lookup for dynamic matching
+        label_lookup = self._build_label_lookup(label_names)
+
         suggested = []
         context_lower = context.lower()
 
         # Type detection (exclusive - only one)
+        type_label = None
         if any(word in context_lower for word in ['bug', 'error', 'fix', 'broken', 'crash', 'fail']):
-            suggested.append('Type/Bug')
+            type_label = self._find_label(label_lookup, 'type', 'bug')
         elif any(word in context_lower for word in ['refactor', 'extract', 'restructure', 'architecture', 'service extraction']):
-            suggested.append('Type/Refactor')
+            type_label = self._find_label(label_lookup, 'type', 'refactor')
         elif any(word in context_lower for word in ['feature', 'add', 'implement', 'new', 'create']):
-            suggested.append('Type/Feature')
+            type_label = self._find_label(label_lookup, 'type', 'feature')
         elif any(word in context_lower for word in ['docs', 'documentation', 'readme', 'guide']):
-            suggested.append('Type/Documentation')
+            type_label = self._find_label(label_lookup, 'type', 'documentation')
         elif any(word in context_lower for word in ['test', 'testing', 'spec', 'coverage']):
-            suggested.append('Type/Test')
+            type_label = self._find_label(label_lookup, 'type', 'test')
         elif any(word in context_lower for word in ['chore', 'maintenance', 'update', 'upgrade']):
-            suggested.append('Type/Chore')
+            type_label = self._find_label(label_lookup, 'type', 'chore')
+        if type_label:
+            suggested.append(type_label)
 
         # Priority detection
+        priority_label = None
         if any(word in context_lower for word in ['critical', 'urgent', 'blocker', 'blocking', 'emergency']):
-            suggested.append('Priority/Critical')
+            priority_label = self._find_label(label_lookup, 'priority', 'critical')
         elif any(word in context_lower for word in ['high', 'important', 'asap', 'soon']):
-            suggested.append('Priority/High')
+            priority_label = self._find_label(label_lookup, 'priority', 'high')
         elif any(word in context_lower for word in ['low', 'nice-to-have', 'optional', 'later']):
-            suggested.append('Priority/Low')
+            priority_label = self._find_label(label_lookup, 'priority', 'low')
         else:
-            suggested.append('Priority/Medium')
+            priority_label = self._find_label(label_lookup, 'priority', 'medium')
+        if priority_label:
+            suggested.append(priority_label)
 
         # Complexity detection
+        complexity_label = None
         if any(word in context_lower for word in ['simple', 'trivial', 'easy', 'quick']):
-            suggested.append('Complexity/Simple')
+            complexity_label = self._find_label(label_lookup, 'complexity', 'simple')
         elif any(word in context_lower for word in ['complex', 'difficult', 'challenging', 'intricate']):
-            suggested.append('Complexity/Complex')
+            complexity_label = self._find_label(label_lookup, 'complexity', 'complex')
         else:
-            suggested.append('Complexity/Medium')
+            complexity_label = self._find_label(label_lookup, 'complexity', 'medium')
+        if complexity_label:
+            suggested.append(complexity_label)
 
-        # Efforts detection
+        # Effort detection (supports both "Effort" and "Efforts" naming)
+        effort_label = None
         if any(word in context_lower for word in ['xs', 'tiny', '1 hour', '2 hours']):
-            suggested.append('Efforts/XS')
+            effort_label = self._find_label(label_lookup, 'effort', 'xs')
         elif any(word in context_lower for word in ['small', 's ', '1 day', 'half day']):
-            suggested.append('Efforts/S')
+            effort_label = self._find_label(label_lookup, 'effort', 's')
         elif any(word in context_lower for word in ['medium', 'm ', '2 days', '3 days']):
-            suggested.append('Efforts/M')
+            effort_label = self._find_label(label_lookup, 'effort', 'm')
         elif any(word in context_lower for word in ['large', 'l ', '1 week', '5 days']):
-            suggested.append('Efforts/L')
+            effort_label = self._find_label(label_lookup, 'effort', 'l')
         elif any(word in context_lower for word in ['xl', 'extra large', '2 weeks', 'sprint']):
-            suggested.append('Efforts/XL')
+            effort_label = self._find_label(label_lookup, 'effort', 'xl')
+        if effort_label:
+            suggested.append(effort_label)
 
         # Component detection (based on keywords)
-        component_keywords = {
+        component_mappings = {
-            'Component/Backend': ['backend', 'server', 'api', 'database', 'service'],
+            'backend': ['backend', 'server', 'api', 'database', 'service'],
-            'Component/Frontend': ['frontend', 'ui', 'interface', 'react', 'vue', 'component'],
+            'frontend': ['frontend', 'ui', 'interface', 'react', 'vue', 'component'],
-            'Component/API': ['api', 'endpoint', 'rest', 'graphql', 'route'],
+            'api': ['api', 'endpoint', 'rest', 'graphql', 'route'],
-            'Component/Database': ['database', 'db', 'sql', 'migration', 'schema', 'postgres'],
+            'database': ['database', 'db', 'sql', 'migration', 'schema', 'postgres'],
-            'Component/Auth': ['auth', 'authentication', 'login', 'oauth', 'token', 'session'],
+            'auth': ['auth', 'authentication', 'login', 'oauth', 'token', 'session'],
-            'Component/Deploy': ['deploy', 'deployment', 'docker', 'kubernetes', 'ci/cd'],
+            'deploy': ['deploy', 'deployment', 'docker', 'kubernetes', 'ci/cd'],
-            'Component/Testing': ['test', 'testing', 'spec', 'jest', 'pytest', 'coverage'],
+            'testing': ['test', 'testing', 'spec', 'jest', 'pytest', 'coverage'],
-            'Component/Docs': ['docs', 'documentation', 'readme', 'guide', 'wiki']
+            'docs': ['docs', 'documentation', 'readme', 'guide', 'wiki']
         }
 
-        for label, keywords in component_keywords.items():
+        for component, keywords in component_mappings.items():
             if any(keyword in context_lower for keyword in keywords):
-                suggested.append(label)
+                label = self._find_label(label_lookup, 'component', component)
+                if label and label not in suggested:
+                    suggested.append(label)
 
         # Tech stack detection
-        tech_keywords = {
+        tech_mappings = {
-            'Tech/Python': ['python', 'fastapi', 'django', 'flask', 'pytest'],
+            'python': ['python', 'fastapi', 'django', 'flask', 'pytest'],
-            'Tech/JavaScript': ['javascript', 'js', 'node', 'npm', 'yarn'],
+            'javascript': ['javascript', 'js', 'node', 'npm', 'yarn'],
-            'Tech/Docker': ['docker', 'dockerfile', 'container', 'compose'],
+            'docker': ['docker', 'dockerfile', 'container', 'compose'],
-            'Tech/PostgreSQL': ['postgres', 'postgresql', 'psql', 'sql'],
+            'postgresql': ['postgres', 'postgresql', 'psql', 'sql'],
-            'Tech/Redis': ['redis', 'cache', 'session store'],
+            'redis': ['redis', 'cache', 'session store'],
-            'Tech/Vue': ['vue', 'vuejs', 'nuxt'],
+            'vue': ['vue', 'vuejs', 'nuxt'],
-            'Tech/FastAPI': ['fastapi', 'pydantic', 'starlette']
+            'fastapi': ['fastapi', 'pydantic', 'starlette']
         }
 
-        for label, keywords in tech_keywords.items():
+        for tech, keywords in tech_mappings.items():
             if any(keyword in context_lower for keyword in keywords):
-                suggested.append(label)
+                label = self._find_label(label_lookup, 'tech', tech)
+                if label and label not in suggested:
+                    suggested.append(label)
 
         # Source detection (based on git branch or context)
+        source_label = None
         if 'development' in context_lower or 'dev/' in context_lower:
-            suggested.append('Source/Development')
+            source_label = self._find_label(label_lookup, 'source', 'development')
         elif 'staging' in context_lower or 'stage/' in context_lower:
-            suggested.append('Source/Staging')
+            source_label = self._find_label(label_lookup, 'source', 'staging')
         elif 'production' in context_lower or 'prod' in context_lower:
-            suggested.append('Source/Production')
+            source_label = self._find_label(label_lookup, 'source', 'production')
+        if source_label:
+            suggested.append(source_label)
 
         # Risk detection
+        risk_label = None
         if any(word in context_lower for word in ['breaking', 'breaking change', 'major', 'risky']):
-            suggested.append('Risk/High')
+            risk_label = self._find_label(label_lookup, 'risk', 'high')
         elif any(word in context_lower for word in ['safe', 'low risk', 'minor']):
-            suggested.append('Risk/Low')
+            risk_label = self._find_label(label_lookup, 'risk', 'low')
+        if risk_label:
+            suggested.append(risk_label)
 
-        logger.info(f"Suggested {len(suggested)} labels based on context")
+        logger.info(f"Suggested {len(suggested)} labels based on context and {len(label_names)} available labels")
         return suggested
+
+    def _build_label_lookup(self, label_names: List[str]) -> Dict[str, Dict[str, str]]:
+        """
+        Build a lookup dictionary for label matching.
+
+        Supports various label formats:
+        - Slash format: Type/Bug, Priority/High
+        - Colon-space format: Type: Bug, Priority: High
+        - Colon format: Type:Bug
+
+        Args:
+            label_names: List of actual label names from repository
+
+        Returns:
+            Nested dict: {category: {value: actual_label_name}}
+        """
+        lookup: Dict[str, Dict[str, str]] = {}
+
+        for label in label_names:
+            # Try different separator patterns
+            # Pattern: Category<separator>Value
+            # Separators: /, : , :
+            match = re.match(r'^([^/:]+)(?:/|:\s*|:)(.+)$', label)
+            if match:
+                category = match.group(1).lower().rstrip('s')  # Normalize: "Efforts" -> "effort"
+                value = match.group(2).lower()
+
+                if category not in lookup:
+                    lookup[category] = {}
+                lookup[category][value] = label
+
+        return lookup
+
+    def _find_label(self, lookup: Dict[str, Dict[str, str]], category: str, value: str) -> Optional[str]:
+        """
+        Find actual label name from lookup.
+
+        Args:
+            lookup: Label lookup dictionary
+            category: Category to search (e.g., 'type', 'priority')
+            value: Value to find (e.g., 'bug', 'high')
+
+        Returns:
+            Actual label name if found, None otherwise
+        """
+        category_lower = category.lower().rstrip('s')  # Normalize
+        value_lower = value.lower()
+
+        if category_lower in lookup and value_lower in lookup[category_lower]:
+            return lookup[category_lower][value_lower]
+
+        return None

mcp-servers/gitea/tests/test_labels.py

@@ -40,10 +40,141 @@ async def test_get_labels(label_tools):
     assert result['total_count'] == 4
 
 
+# ========================================
+# LABEL LOOKUP TESTS (NEW)
+# ========================================
+
+def test_build_label_lookup_slash_format():
+    """Test building label lookup with slash format labels"""
+    mock_client = Mock()
+    mock_client.repo = 'test/repo'
+    tools = LabelTools(mock_client)
+
+    labels = ['Type/Bug', 'Type/Feature', 'Priority/High', 'Priority/Low']
+    lookup = tools._build_label_lookup(labels)
+
+    assert 'type' in lookup
+    assert 'bug' in lookup['type']
+    assert lookup['type']['bug'] == 'Type/Bug'
+    assert lookup['type']['feature'] == 'Type/Feature'
+    assert 'priority' in lookup
+    assert lookup['priority']['high'] == 'Priority/High'
+
+
+def test_build_label_lookup_colon_space_format():
+    """Test building label lookup with colon-space format labels"""
+    mock_client = Mock()
+    mock_client.repo = 'test/repo'
+    tools = LabelTools(mock_client)
+
+    labels = ['Type: Bug', 'Type: Feature', 'Priority: High', 'Effort: M']
+    lookup = tools._build_label_lookup(labels)
+
+    assert 'type' in lookup
+    assert 'bug' in lookup['type']
+    assert lookup['type']['bug'] == 'Type: Bug'
+    assert lookup['type']['feature'] == 'Type: Feature'
+    assert 'priority' in lookup
+    assert lookup['priority']['high'] == 'Priority: High'
+    # Test singular "Effort" (not "Efforts")
+    assert 'effort' in lookup
+    assert lookup['effort']['m'] == 'Effort: M'
+
+
+def test_build_label_lookup_efforts_normalization():
+    """Test that 'Efforts' is normalized to 'effort' for matching"""
+    mock_client = Mock()
+    mock_client.repo = 'test/repo'
+    tools = LabelTools(mock_client)
+
+    labels = ['Efforts/XS', 'Efforts/S', 'Efforts/M']
+    lookup = tools._build_label_lookup(labels)
+
+    # 'Efforts' should be normalized to 'effort'
+    assert 'effort' in lookup
+    assert lookup['effort']['xs'] == 'Efforts/XS'
+
+
+def test_find_label():
+    """Test finding labels from lookup"""
+    mock_client = Mock()
+    mock_client.repo = 'test/repo'
+    tools = LabelTools(mock_client)
+
+    lookup = {
+        'type': {'bug': 'Type: Bug', 'feature': 'Type: Feature'},
+        'priority': {'high': 'Priority: High', 'low': 'Priority: Low'}
+    }
+
+    assert tools._find_label(lookup, 'type', 'bug') == 'Type: Bug'
+    assert tools._find_label(lookup, 'priority', 'high') == 'Priority: High'
+    assert tools._find_label(lookup, 'type', 'nonexistent') is None
+    assert tools._find_label(lookup, 'nonexistent', 'bug') is None
+
+
+# ========================================
+# SUGGEST LABELS WITH DYNAMIC FORMAT TESTS
+# ========================================
+
+def _create_tools_with_labels(labels):
+    """Helper to create LabelTools with mocked labels"""
+    import asyncio
+    mock_client = Mock()
+    mock_client.repo = 'test/repo'
+    mock_client.is_org_repo = Mock(return_value=False)
+    mock_client.get_labels = Mock(return_value=[{'name': l} for l in labels])
+    return LabelTools(mock_client)
+
+
+@pytest.mark.asyncio
+async def test_suggest_labels_with_slash_format():
+    """Test label suggestion with slash format labels"""
+    labels = [
+        'Type/Bug', 'Type/Feature', 'Type/Refactor',
+        'Priority/Critical', 'Priority/High', 'Priority/Medium', 'Priority/Low',
+        'Complexity/Simple', 'Complexity/Medium', 'Complexity/Complex',
+        'Component/Auth'
+    ]
+    tools = _create_tools_with_labels(labels)
+
+    context = "Fix critical bug in login authentication"
+    suggestions = await tools.suggest_labels(context)
+
+    assert 'Type/Bug' in suggestions
+    assert 'Priority/Critical' in suggestions
+    assert 'Component/Auth' in suggestions
+
+
+@pytest.mark.asyncio
+async def test_suggest_labels_with_colon_space_format():
+    """Test label suggestion with colon-space format labels"""
+    labels = [
+        'Type: Bug', 'Type: Feature', 'Type: Refactor',
+        'Priority: Critical', 'Priority: High', 'Priority: Medium', 'Priority: Low',
+        'Complexity: Simple', 'Complexity: Medium', 'Complexity: Complex',
+        'Effort: XS', 'Effort: S', 'Effort: M', 'Effort: L', 'Effort: XL'
+    ]
+    tools = _create_tools_with_labels(labels)
+
+    context = "Fix critical bug for tiny 1 hour fix"
+    suggestions = await tools.suggest_labels(context)
+
+    # Should return colon-space format labels
+    assert 'Type: Bug' in suggestions
+    assert 'Priority: Critical' in suggestions
+    assert 'Effort: XS' in suggestions
+
+
 @pytest.mark.asyncio
 async def test_suggest_labels_bug():
     """Test label suggestion for bug context"""
-    tools = LabelTools(Mock())
+    labels = [
+        'Type/Bug', 'Type/Feature',
+        'Priority/Critical', 'Priority/High', 'Priority/Medium', 'Priority/Low',
+        'Complexity/Simple', 'Complexity/Medium', 'Complexity/Complex',
+        'Component/Auth'
+    ]
+    tools = _create_tools_with_labels(labels)
 
     context = "Fix critical bug in login authentication"
     suggestions = await tools.suggest_labels(context)
@@ -56,7 +187,8 @@ async def test_suggest_labels_bug():
 @pytest.mark.asyncio
 async def test_suggest_labels_feature():
     """Test label suggestion for feature context"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Medium', 'Complexity/Medium']
+    tools = _create_tools_with_labels(labels)
 
     context = "Add new feature to implement user dashboard"
     suggestions = await tools.suggest_labels(context)
@@ -68,7 +200,8 @@ async def test_suggest_labels_feature():
 @pytest.mark.asyncio
 async def test_suggest_labels_refactor():
     """Test label suggestion for refactor context"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Refactor', 'Priority/Medium', 'Complexity/Medium', 'Component/Backend']
+    tools = _create_tools_with_labels(labels)
 
     context = "Refactor architecture to extract service layer"
     suggestions = await tools.suggest_labels(context)
@@ -80,7 +213,8 @@ async def test_suggest_labels_refactor():
 @pytest.mark.asyncio
 async def test_suggest_labels_documentation():
     """Test label suggestion for documentation context"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Documentation', 'Priority/Medium', 'Complexity/Medium', 'Component/API', 'Component/Docs']
+    tools = _create_tools_with_labels(labels)
 
     context = "Update documentation for API endpoints"
     suggestions = await tools.suggest_labels(context)
@@ -92,7 +226,8 @@ async def test_suggest_labels_documentation():
 @pytest.mark.asyncio
 async def test_suggest_labels_priority():
     """Test priority detection in suggestions"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Critical', 'Priority/High', 'Priority/Medium', 'Priority/Low', 'Complexity/Medium']
+    tools = _create_tools_with_labels(labels)
 
     # Critical priority
     context = "Urgent blocker in production"
@@ -113,7 +248,8 @@ async def test_suggest_labels_priority():
 @pytest.mark.asyncio
 async def test_suggest_labels_complexity():
     """Test complexity detection in suggestions"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Medium', 'Complexity/Simple', 'Complexity/Medium', 'Complexity/Complex']
+    tools = _create_tools_with_labels(labels)
 
     # Simple complexity
     context = "Simple quick fix for typo"
@@ -129,7 +265,8 @@ async def test_suggest_labels_complexity():
 @pytest.mark.asyncio
 async def test_suggest_labels_efforts():
     """Test efforts detection in suggestions"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Medium', 'Complexity/Medium', 'Efforts/XS', 'Efforts/S', 'Efforts/M', 'Efforts/L', 'Efforts/XL']
+    tools = _create_tools_with_labels(labels)
 
     # XS effort
     context = "Tiny fix that takes 1 hour"
@@ -145,7 +282,8 @@ async def test_suggest_labels_efforts():
 @pytest.mark.asyncio
 async def test_suggest_labels_components():
     """Test component detection in suggestions"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Medium', 'Complexity/Medium', 'Component/Backend', 'Component/Frontend', 'Component/API', 'Component/Database']
+    tools = _create_tools_with_labels(labels)
 
     # Backend component
     context = "Update backend API service"
@@ -167,7 +305,8 @@ async def test_suggest_labels_components():
 @pytest.mark.asyncio
 async def test_suggest_labels_tech_stack():
     """Test tech stack detection in suggestions"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Medium', 'Complexity/Medium', 'Tech/Python', 'Tech/FastAPI', 'Tech/Docker', 'Tech/PostgreSQL']
+    tools = _create_tools_with_labels(labels)
 
     # Python
     context = "Update Python FastAPI endpoint"
@@ -189,7 +328,8 @@ async def test_suggest_labels_tech_stack():
 @pytest.mark.asyncio
 async def test_suggest_labels_source():
     """Test source detection in suggestions"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Medium', 'Complexity/Medium', 'Source/Development', 'Source/Staging', 'Source/Production']
+    tools = _create_tools_with_labels(labels)
 
     # Development
     context = "Issue found in development environment"
@@ -205,7 +345,8 @@ async def test_suggest_labels_source():
 @pytest.mark.asyncio
 async def test_suggest_labels_risk():
     """Test risk detection in suggestions"""
-    tools = LabelTools(Mock())
+    labels = ['Type/Feature', 'Priority/Medium', 'Complexity/Medium', 'Risk/High', 'Risk/Low']
+    tools = _create_tools_with_labels(labels)
 
     # High risk
     context = "Breaking change to major API"
@@ -221,7 +362,15 @@ async def test_suggest_labels_risk():
 @pytest.mark.asyncio
 async def test_suggest_labels_multiple_categories():
     """Test that suggestions span multiple categories"""
-    tools = LabelTools(Mock())
+    labels = [
+        'Type/Bug', 'Type/Feature',
+        'Priority/Critical', 'Priority/Medium',
+        'Complexity/Complex', 'Complexity/Medium',
+        'Component/Backend', 'Component/API', 'Component/Auth',
+        'Tech/FastAPI', 'Tech/PostgreSQL',
+        'Source/Production'
+    ]
+    tools = _create_tools_with_labels(labels)
 
     context = """
     Urgent critical bug in production backend API service.
@@ -247,6 +396,33 @@ async def test_suggest_labels_multiple_categories():
     assert any('Source/' in label for label in suggestions)
 
 
+@pytest.mark.asyncio
+async def test_suggest_labels_empty_repo():
+    """Test suggestions when no repo specified and no labels available"""
+    mock_client = Mock()
+    mock_client.repo = None
+    tools = LabelTools(mock_client)
+
+    context = "Fix a bug"
+    suggestions = await tools.suggest_labels(context)
+
+    # Should return empty list when no repo
+    assert suggestions == []
+
+
+@pytest.mark.asyncio
+async def test_suggest_labels_no_matching_labels():
+    """Test suggestions return empty when no matching labels exist"""
+    labels = ['Custom/Label', 'Other/Thing']  # No standard labels
+    tools = _create_tools_with_labels(labels)
+
+    context = "Fix a bug"
+    suggestions = await tools.suggest_labels(context)
+
+    # Should return empty list since no Type/Bug or similar exists
+    assert len(suggestions) == 0
+
+
 @pytest.mark.asyncio
 async def test_get_labels_org_owned_repo():
     """Test getting labels for organization-owned repository"""

plugins/projman/commands/labels-sync.md

@@ -1,10 +1,10 @@
 ---
-description: Synchronize label taxonomy from Gitea and update suggestion logic
+description: Fetch and validate label taxonomy from Gitea, create missing required labels
 ---
 
 # Sync Label Taxonomy from Gitea
 
-This command synchronizes the label taxonomy from Gitea (organization + repository labels) and updates the local reference file used by the label suggestion logic.
+This command fetches the current label taxonomy from Gitea (organization + repository labels), validates that required labels exist, and creates any missing ones. Labels are fetched dynamically - no local files are created or modified.
 
 ## Why Label Sync Matters