Add strict confidence filtering option

### New Feature:
- --strict flag for exact confidence matching
- Default: Medium = Medium + High (or better)
- Strict: Medium = Medium only (exact match)

### Usage:
./seo category_apply -s mistergeek.net -c Medium      # Medium or better
./seo category_apply -s mistergeek.net -c Medium --strict  # Medium only

### Example Output:
# Default (or better):
Filtered to 328 proposals (confidence >= Medium)

# Strict mode:
Filtered to 156 proposals (confidence = Medium, strict mode)

### Benefits:
- More precise control over which posts to update
- Can process confidence levels separately
- Better for batch processing in stages

Co-authored-by: Qwen-Coder <qwen-coder@alibabacloud.com>

src/seo/app.py

@@ -92,7 +92,8 @@ class SEOApp:
         return proposer.run(output_file=output)
     
     def category_apply(self, proposals_csv: str, site_name: str,
-                      confidence: str = 'Medium', dry_run: bool = False) -> dict:
+                      confidence: str = 'Medium', strict: bool = False,
+                      dry_run: bool = False) -> dict:
         """
         Apply AI category proposals to WordPress.
         
@@ -100,6 +101,7 @@ class SEOApp:
             proposals_csv: Path to proposals CSV
             site_name: Site to apply changes to (mistergeek.net, webscroll.fr, hellogeek.net)
             confidence: Minimum confidence level (High, Medium, Low)
+            strict: If True, only match exact confidence (not "or better")
             dry_run: If True, preview changes without applying
             
         Returns:
@@ -112,6 +114,7 @@ class SEOApp:
             proposals_csv=proposals_csv,
             site_name=site_name,
             confidence_threshold=confidence,
+            strict=strict,
             dry_run=dry_run
         )
         

src/seo/category_manager.py

@@ -334,6 +334,7 @@ class CategoryAssignmentProcessor:
 
     def process_proposals(self, proposals: List[Dict], site_name: str,
                          confidence_threshold: str = 'Medium',
+                         strict: bool = False,
                          dry_run: bool = False) -> Dict[str, int]:
         """
         Process AI category proposals and apply to WordPress.
@@ -342,6 +343,7 @@ class CategoryAssignmentProcessor:
             proposals: List of proposal dicts from CSV
             site_name: Site to apply changes to (filters proposals)
             confidence_threshold: Minimum confidence to apply (High, Medium, Low)
+            strict: If True, only match exact confidence level
             dry_run: If True, don't actually make changes
             
         Returns:
@@ -362,6 +364,15 @@ class CategoryAssignmentProcessor:
         logger.info(f"Filtered to {len(proposals)} posts on {site_name} ({filtered_by_site} excluded from other sites)")
         
         # Filter by confidence
+        if strict:
+            # Exact match only
+            filtered_proposals = [
+                p for p in proposals
+                if p.get('category_confidence', 'Medium') == confidence_threshold
+            ]
+            logger.info(f"Filtered to {len(filtered_proposals)} proposals (confidence = {confidence_threshold}, strict mode)")
+        else:
+            # Medium or better (default behavior)
             confidence_order = {'High': 3, 'Medium': 2, 'Low': 1}
             min_confidence = confidence_order.get(confidence_threshold, 2)
             
@@ -369,7 +380,6 @@ class CategoryAssignmentProcessor:
                 p for p in proposals
                 if confidence_order.get(p.get('category_confidence', 'Medium'), 2) >= min_confidence
             ]
-        
             logger.info(f"Filtered to {len(filtered_proposals)} proposals (confidence >= {confidence_threshold})")
         
         # Fetch existing categories
@@ -434,6 +444,7 @@ class CategoryAssignmentProcessor:
 
     def run(self, proposals_csv: str, site_name: str,
             confidence_threshold: str = 'Medium',
+            strict: bool = False,
             dry_run: bool = False) -> Dict[str, int]:
         """
         Run complete category assignment process.
@@ -442,6 +453,7 @@ class CategoryAssignmentProcessor:
             proposals_csv: Path to proposals CSV
             site_name: Site to apply changes to
             confidence_threshold: Minimum confidence to apply
+            strict: If True, only match exact confidence level
             dry_run: If True, preview changes without applying
             
         Returns:
@@ -457,5 +469,6 @@ class CategoryAssignmentProcessor:
             proposals, 
             site_name, 
             confidence_threshold,
-            dry_run
+            strict=strict,
+            dry_run=dry_run
         )

src/seo/cli.py

@@ -47,6 +47,7 @@ Examples:
     parser.add_argument('--site', '-s', choices=['mistergeek.net', 'webscroll.fr', 'hellogeek.net'],
                        help='WordPress site for category operations')
     parser.add_argument('--description', '-d', help='Category description')
+    parser.add_argument('--strict', action='store_true', help='Strict confidence matching (exact match only)')
 
     args = parser.parse_args()
 
@@ -160,6 +161,8 @@ def cmd_category_apply(app, args):
         print("Would apply category proposals to WordPress")
         print(f"  Site: {args.site}")
         print(f"  Confidence: {args.confidence}")
+        if args.strict:
+            print(f"  Strict mode: Yes (exact match only)")
         return 0
     
     if not args.site:
@@ -180,11 +183,14 @@ def cmd_category_apply(app, args):
     print(f"Applying categories from: {proposals_csv}")
     print(f"Site: {args.site}")
     print(f"Confidence threshold: {args.confidence}")
+    if args.strict:
+        print(f"Strict mode: Yes (exact match only)")
     
     stats = app.category_apply(
         proposals_csv=proposals_csv,
         site_name=args.site,
         confidence=args.confidence,
+        strict=args.strict,
         dry_run=False
     )
     
@@ -307,6 +313,7 @@ Options:
   --confidence, -c          Confidence threshold: High, Medium, Low
   --site, -s                WordPress site: mistergeek.net, webscroll.fr, hellogeek.net
   --description, -d         Category description
+  --strict                  Strict confidence matching (exact match only, not "or better")
 
 Examples:
   seo export