feat: add workflow support to unified_scraper (fixes gap #1)

unified_scraper.py was the only scraper missing --enhance-workflow,
--enhance-stage, --var, and --workflow-dry-run support. All other
scrapers (doc_scraper, github_scraper, pdf_scraper, codebase_scraper)
already called run_workflows() after building the skill.

Changes:
- arguments/unified.py: add 4 workflow args to UNIFIED_ARGUMENTS so
  the unified CLI subparser picks them up automatically
- unified_scraper.py main(): register the same 4 workflow args in the
  standalone parser
- unified_scraper.py run(): accept optional `args` parameter and call
  run_workflows() after build_skill(), passing unified context
  (name + description) consistent with doc_scraper pattern

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

src/skill_seekers/cli/arguments/unified.py

@@ -40,6 +40,38 @@ UNIFIED_ARGUMENTS: dict[str, dict[str, Any]] = {
             "help": "Dry run mode",
         },
     },
+    # Enhancement Workflow arguments (mirrors scrape/github/pdf/codebase scrapers)
+    "enhance_workflow": {
+        "flags": ("--enhance-workflow",),
+        "kwargs": {
+            "action": "append",
+            "help": "Apply enhancement workflow (file path or preset: security-focus, minimal, api-documentation, architecture-comprehensive). Can use multiple times to chain workflows.",
+            "metavar": "WORKFLOW",
+        },
+    },
+    "enhance_stage": {
+        "flags": ("--enhance-stage",),
+        "kwargs": {
+            "action": "append",
+            "help": "Add inline enhancement stage (format: 'name:prompt'). Can be used multiple times.",
+            "metavar": "STAGE",
+        },
+    },
+    "var": {
+        "flags": ("--var",),
+        "kwargs": {
+            "action": "append",
+            "help": "Override workflow variable (format: 'key=value'). Can be used multiple times.",
+            "metavar": "VAR",
+        },
+    },
+    "workflow_dry_run": {
+        "flags": ("--workflow-dry-run",),
+        "kwargs": {
+            "action": "store_true",
+            "help": "Preview workflow stages without executing (requires --enhance-workflow)",
+        },
+    },
 }
 
 

src/skill_seekers/cli/unified_scraper.py

@@ -943,9 +943,14 @@ class UnifiedScraper:
 
         logger.info(f"✅ Unified skill built: {self.output_dir}/")
 
-    def run(self):
+    def run(self, args=None):
         """
         Execute complete unified scraping workflow.
+
+        Args:
+            args: Optional parsed CLI arguments for workflow integration.
+                  When provided, enhancement workflows (--enhance-workflow,
+                  --enhance-stage) are executed after the skill is built.
         """
         logger.info("\n" + "🚀 " * 20)
         logger.info(f"Unified Scraper: {self.config['name']}")
@@ -966,6 +971,16 @@ class UnifiedScraper:
             # Phase 4: Build skill
             self.build_skill(merged_data)
 
+            # Phase 5: Enhancement Workflow Integration
+            if args is not None:
+                from skill_seekers.cli.workflow_runner import run_workflows
+
+                unified_context = {
+                    "name": self.config.get("name", ""),
+                    "description": self.config.get("description", ""),
+                }
+                run_workflows(args, context=unified_context)
+
             logger.info("\n" + "✅ " * 20)
             logger.info("Unified scraping complete!")
             logger.info("✅ " * 20 + "\n")
@@ -1024,6 +1039,34 @@ Examples:
         action="store_true",
         help="Preview what will be scraped without actually scraping",
     )
+    # Enhancement Workflow arguments (mirrors scrape/github/pdf/codebase scrapers)
+    parser.add_argument(
+        "--enhance-workflow",
+        action="append",
+        dest="enhance_workflow",
+        help="Apply enhancement workflow (file path or preset). Can use multiple times to chain workflows.",
+        metavar="WORKFLOW",
+    )
+    parser.add_argument(
+        "--enhance-stage",
+        action="append",
+        dest="enhance_stage",
+        help="Add inline enhancement stage (format: 'name:prompt'). Can be used multiple times.",
+        metavar="STAGE",
+    )
+    parser.add_argument(
+        "--var",
+        action="append",
+        dest="var",
+        help="Override workflow variable (format: 'key=value'). Can be used multiple times.",
+        metavar="VAR",
+    )
+    parser.add_argument(
+        "--workflow-dry-run",
+        action="store_true",
+        dest="workflow_dry_run",
+        help="Preview workflow stages without executing (requires --enhance-workflow)",
+    )
 
     args = parser.parse_args()
 
@@ -1068,8 +1111,8 @@ Examples:
         logger.info(f"Merge mode: {scraper.merge_mode}")
         return
 
-    # Run scraper
-    scraper.run()
+    # Run scraper (pass args for workflow integration)
+    scraper.run(args=args)
 
 
 if __name__ == "__main__":