diff --git a/src/intelligent_health_checker.py b/src/intelligent_health_checker.py
index 1b2d7d00..a0339235 100644
--- a/src/intelligent_health_checker.py
+++ b/src/intelligent_health_checker.py
@@ -161,9 +161,6 @@ class IntelligentLinkCleaner:
                     original_idx = attempt if best_strat_idx is None else (best_strat_idx if attempt == 0 else (attempt if attempt < best_strat_idx else attempt))
                     self.learning_data["domains"][domain]["best_strategy_idx"] = original_idx
                     
-                    # Enrichment: If link is ALIVE but lacks description in V1, generate one
-                    await self._enrich_description_if_needed(url)
-                    
                     if "link_cache" not in self.learning_data: self.learning_data["link_cache"] = {}
                     self.learning_data["link_cache"][url] = {"status": "ALIVE", "last_checked": now}
                     
@@ -193,60 +190,6 @@ class IntelligentLinkCleaner:
             except: pass
         return url, True, None, "Conservative Keep"
 
-    async def _enrich_description_if_needed(self, url: str):
-        """
-        Policy Update: We NO LONGER enrich existing V1 descriptions in the repo
-        to respect manual curation. However, we ensure the INVENTORY has a
-        description for the V2 Elite portal.
-        """
-        norm_url = normalize_url(url)
-        if norm_url not in self.inventory: self.inventory[norm_url] = {}
-        
-        force_full = os.getenv("FORCE_FULL_CHECK", "false").lower() == "true"
-        
-        # If inventory already has a description, we are done UNLESS forcing full
-        if self.inventory[norm_url].get("ai_summary") and not force_full:
-            # Still fetch GH metadata if missing
-            if "github.com" in url and ("stars" not in self.inventory[norm_url] or force_full):
-                gh_meta = await self._fetch_github_metadata(url)
-                if gh_meta:
-                    self.inventory[norm_url]["stars"] = min(5, gh_meta.get("stars", 0) // 100) # Simple rating
-                    self.inventory[norm_url]["gh_stars"] = gh_meta.get("stars", 0)
-                    self.inventory[norm_url]["last_commit"] = gh_meta.get("pushed_at", "")
-            return
-
-        async with self.ai_semaphore:
-            log_event(f"    [✨] INVENTORY: Generating summary for {url} (V2 Only)")
-            try:
-                # 1. Fetch GitHub metadata if applicable
-                if "github.com" in url:
-                    gh_meta = await self._fetch_github_metadata(url)
-                    if gh_meta:
-                        self.inventory[norm_url]["stars"] = min(5, gh_meta.get("stars", 0) // 100)
-                        self.inventory[norm_url]["gh_stars"] = gh_meta.get("stars", 0)
-                        self.inventory[norm_url]["last_commit"] = gh_meta.get("pushed_at", "")
-
-                # 2. AI Content Analysis
-                from src.agentic_curator import _deep_fetch_content
-                from src.gemini_utils import call_gemini_with_retry
-                web_content = await _deep_fetch_content(url)
-                if not web_content: return
-
-                prompt = (
-                    f"Analyze this resource: {url}\n"
-                    f"Technical Content Snippet: {web_content[:1500]}\n"
-                    "Provide: 1) A professional 1-sentence English description. 2) The precise original PUBLICATION DATE (YYYY-MM-DD or YYYY if possible).\n"
-                    'Format: JSON: {"desc": "...", "pub_date": "..."}'
-                )
-                ai_data = await call_gemini_with_retry(prompt, prefer_flash=True)
-                if ai_data:
-                    res_desc = ai_data.get("desc", "").strip()
-                    self.inventory[norm_url]["ai_summary"] = res_desc
-                    self.inventory[norm_url]["pub_date"] = str(ai_data.get("pub_date", "N/A"))
-                    self.stats["enriched_descriptions"] += 1
-                    log_event(f"    [OK] Cached for V2: {res_desc[:50]}...")
-            except Exception as e:
-                log_event(f"    [!] Enrichment error: {e}")
     async def _check_url_logic(self, url: str, strategy: Dict) -> Tuple[bool, str, Optional[str]]:
         # RESILIENT LOGIC: Mimic user behavior and handle blocks gracefully
         headers = {