sf-data

Fail

Audited by Runlayer on Mar 14, 2026

Risk Level: HIGH
Scan Summary
Max Score
91%
Files
50
Flagged
11
Chunks
59
Flagged Files (11)
sf-data/references/bulk-testing-example.mdHIGH
91.4%

Malicious tool definition detected

Testing with 201+ records ensures: - Trigger handles batch boundaries - No governor limit violations in loops - SOQL/DML operations are bulkified ## Method 1: Anonymous Apex Factory ### Create Test Data ```apex // Create 251 Accounts to test trigger bulkification List<Account> accounts = new List<Account>(); List<String> industries = new List<String>{ 'Technology', 'Healthcare', 'Finance', 'Manufacturing', 'Retail' }; for (Integer i = 0; i < 251; i++) { accounts.add(new Account( Name = 'BulkTest

sf-data/assets/bulk/bulk-upsert-external-id.apexMEDIUM
86.0%

Tool passed security scan

Malicious tool definition detected

Description: Inserted: ' + insertedCount); System.debug(' Updated: ' + updatedCount); System.debug(' Errors: ' + errorCount); } } // Execute with: // String query = 'SELECT External_Id__c, Name, Industry, AnnualRevenue FROM Account WHERE External_Id__c != null'; // Database.executeBatch(new BulkUpsertProcessor(query), 200);

sf-data/assets/cleanup/delete-by-created-date.apexMEDIUM
79.5%

Tool passed security scan

Malicious tool definition detected

Description: TODAY AND Name LIKE 'Test%'" \ --target-org myorg \ --result-format csv \ > delete-today.csv # Records created in the last hour sf data query \ --query "SELECT Id FROM Account WHERE CreatedDate = LAST_N_HOURS:1 AND Name LIKE 'Test%'" \ --target-org myorg \ --result-format csv \ > delete-lasthour.csv # Records created this week sf data query \ --query "SELECT Id FROM Account WHERE CreatedDate = THIS_WEEK AND Name LIKE 'Test%'" \ --target-org myorg \ --result-format csv \ > delete-thi

sf-data/hooks/scripts/validate_data_operation.pyMEDIUM
79.4%

Tool passed security scan

Malicious tool definition detected

Description: provisions cleanup_patterns = ['cleanup', 'delete', 'rollback', 'Savepoint', 'Database.rollback'] has_cleanup = any(pattern.lower() in content.lower() for pattern in cleanup_patterns) if not has_cleanup: self._deduct('cleanup_isolation', 5, 'No cleanup mechanism found') self.recommendations.append('Add cleanup script or savepoint for test isolation') # Check for ID tracking if re.search(r'Set<Id>|List<Id>|createdIds|recordIds', content): pass # Good - tracking created IDs def _check

sf-data/SKILL.mdMEDIUM
75.4%

Risky tool definition detected

license: MIT metadata: version: "1.1.0" author: "Jag Valaiyapathy" scoring: "130 points across 7 categories" --- # Salesforce Data Operations Expert (sf-data) You are an expert Salesforce data operations specialist with deep knowledge of SOQL, DML operations, Bulk API 2.0, test data generation patterns, and governor limits.

sf-data/references/cleanup-rollback-guide.mdLOW
69.2%

Tool passed security scan

sf-data/references/cleanup-rollback-example.mdLOW
67.3%

Tool passed security scan

sf-data/references/crud-workflow-example.mdLOW
60.2%

Tool passed security scan

sf-data/README.mdLOW
58.4%

Tool passed security scan

sf-data/references/bulk-operations-guide.mdLOW
52.1%

Tool passed security scan

sf-data/.claude/hooks.yamlLOW
50.7%

Tool passed security scan

Passed Files (39)Click to expand
sf-data/assets/factories/hierarchy-factory.apexOK
48.8%

Tool passed security scan

sf-data/references/anonymous-apex-guide.mdOK
47.7%

Tool passed security scan

sf-data/assets/csv/contact-import.csvOK
46.4%

Tool passed security scan

sf-data/CREDITS.mdOK
43.5%

Tool passed security scan

sf-data/references/sf-cli-data-commands.mdOK
42.8%

Tool passed security scan

sf-data/assets/csv/account-import.csvOK
41.8%

Tool passed security scan

sf-data/assets/factories/user-factory.apexOK
39.1%

Tool passed security scan

sf-data/hooks/scripts/post-write-validate.pyOK
38.8%

Tool passed security scan

sf-data/assets/bulk/bulk-insert-10000.apexOK
33.2%

Tool passed security scan

sf-data/assets/soql/child-to-parent.soqlOK
32.4%

Tool passed security scan

sf-data/assets/csv/opportunity-import.csvOK
32.0%

Tool passed security scan

sf-data/references/governor-limits-reference.mdOK
31.3%

Tool passed security scan

sf-data/references/relationship-query-examples.mdOK
31.2%

Tool passed security scan

sf-data/assets/soql/parent-to-child.soqlOK
28.7%

Tool passed security scan

sf-data/assets/bulk/bulk-insert-200.apexOK
26.8%

Tool passed security scan

sf-data/assets/bulk/bulk-insert-500.apexOK
26.8%

Tool passed security scan

sf-data/assets/cleanup/delete-by-name.apexOK
26.5%

Tool passed security scan

sf-data/assets/cleanup/rollback-transaction.apexOK
24.7%

Tool passed security scan

sf-data/assets/cleanup/delete-test-data.apexOK
24.5%

Tool passed security scan

sf-data/assets/soql/subquery.soqlOK
24.5%

Tool passed security scan

sf-data/assets/factories/task-factory.apexOK
24.0%

Tool passed security scan

sf-data/references/orchestration.mdOK
24.0%

Tool passed security scan

sf-data/assets/soql/polymorphic.soqlOK
22.7%

Tool passed security scan

sf-data/assets/soql/aggregate.soqlOK
20.7%

Tool passed security scan

sf-data/references/soql-relationship-guide.mdOK
15.0%

Tool passed security scan

sf-data/assets/json/full-hierarchy-tree.jsonOK
11.2%

Tool passed security scan

sf-data/assets/factories/custom-object-factory.apexOK
10.0%

Tool passed security scan

sf-data/references/test-data-patterns.mdOK
9.6%

Tool passed security scan

sf-data/assets/json/account-contact-tree.jsonOK
8.6%

Tool passed security scan

sf-data/assets/csv/custom-object-import.csvOK
7.9%

Tool passed security scan

sf-data/assets/factories/event-factory.apexOK
6.7%

Tool passed security scan

sf-data/assets/json/account-opportunity-tree.jsonOK
4.3%

Tool passed security scan

sf-data/references/test-data-factory-usage.mdOK
4.1%

Tool passed security scan

sf-data/assets/factories/case-factory.apexOK
3.3%

Tool passed security scan

sf-data/assets/factories/contact-factory.apexOK
2.0%

Tool passed security scan

sf-data/assets/factories/lead-factory.apexOK
1.9%

Tool passed security scan

sf-data/assets/factories/account-factory.apexOK
1.9%

Tool passed security scan

sf-data/assets/factories/opportunity-factory.apexOK
1.9%

Tool passed security scan

sf-data/hooks/scripts/soql_validator.pyOK
1.9%

Tool passed security scan

Audit Metadata
Max File Score
91%
Classification
KNOWN_SERVER_PARTIAL_KNOWN
Files Scanned
50
Files Flagged
11
Chunks Analyzed
59
Analyzed
Mar 14, 2026, 02:28 PM
Security Audit — runlayer — sf-data