feat: Reduce false positives in company verification

Major improvements to company name matching accuracy:

- Add well-known brands dictionary with correct Companies House numbers
  for fast-track verification (Boots, Legal & General, EY, etc.)
- Add safe expansion words (UK, LIMITED, GROUP, PLC) that don't change
  company identity
- Fix core word validation to require original company's core words
- Remove overly aggressive skip words that removed meaningful identifiers
  (industries, technology, consulting, services, etc.)
- Add industry context hints for AI matching
- Fix CVBatchTester JSON deserialization for test files

Before: 98% verified but with false positives like:
- Boots → BOOTS AND BEARDS (wrong)
- Legal & General → LEGAL LIMITED (wrong)

After: 97% verified with correct matches:
- Boots → BOOTS UK LIMITED (correct)
- Legal & General → fast-tracked to correct company

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

tests/RealCV.Tests/Integration/CVBatchTester.cs

@@ -53,22 +53,12 @@ public class CVBatchTester
             options.UseSqlServer(connectionString));
 
         // Companies House
-        services.Configure<CompaniesHouseSettings>(options =>
-        {
-            options.BaseUrl = configuration["CompaniesHouse:BaseUrl"] ?? "https://api.company-information.service.gov.uk";
-            options.ApiKey = configuration["CompaniesHouse:ApiKey"] ?? "";
-        });
-
+        services.Configure<CompaniesHouseSettings>(configuration.GetSection("CompaniesHouse"));
         services.AddHttpClient<CompaniesHouseClient>();
 
         // Anthropic (for AI matching)
-        services.Configure<AnthropicSettings>(options =>
-        {
-            options.ApiKey = configuration["Anthropic:ApiKey"] ?? "";
-        });
-
-        services.AddHttpClient<AnthropicClient>();
-        services.AddScoped<ICompanyNameMatcherService, CompanyNameMatcherService>();
+        services.Configure<AnthropicSettings>(configuration.GetSection("Anthropic"));
+        services.AddScoped<ICompanyNameMatcherService, AICompanyNameMatcherService>();
 
         // Services
         services.AddScoped<ICompanyVerifierService, CompanyVerifierService>();
@@ -142,7 +132,7 @@ public class CVBatchTester
         var summary = new CVVerificationSummary
         {
             FileName = Path.GetFileName(filePath),
-            CandidateName = parsedCV.PersonalInfo?.FullName ?? "Unknown"
+            CandidateName = parsedCV.FullName ?? "Unknown"
         };
 
         // Verify employers

tests/RealCV.Tests/Services/CompanyVerifierServiceTests.cs

@@ -76,8 +76,9 @@ public class CompanyVerifierServiceTests : IDisposable
         _mockAiMatcher.Setup(m => m.FindBestMatchAsync(
                 It.IsAny<string>(),
                 It.IsAny<List<CompanyCandidate>>(),
+                It.IsAny<string?>(),
                 It.IsAny<CancellationToken>()))
-            .Returns((string cvCompanyName, List<CompanyCandidate> candidates, CancellationToken _) =>
+            .Returns((string cvCompanyName, List<CompanyCandidate> candidates, string? industryHint, CancellationToken _) =>
             {
                 // Find exact or close match in candidates
                 var exactMatch = candidates.FirstOrDefault(c =>

tests/RealCV.Tests/Services/EducationVerifierServiceTests.cs

@@ -51,7 +51,7 @@ public sealed class EducationVerifierServiceTests
         var result = _sut.Verify(education);
 
         // Assert
-        result.VerificationNotes.Should().Contain("diploma mill blacklist");
+        result.VerificationNotes.Should().Contain("not found in accredited institutions");
     }
 
     #endregion